Grown in Arkansas
The research behind how Arkansas feeds, makes, moves, powers and cares for people
Arkansas Science and Technology Plan, 2027-2032
The plan at a glance
Arkansas’s research is concentrated in the fields its economy runs on, led by health, crops and food, and it hosts a national power-electronics facility in Fayetteville. NSF funding has not kept pace with that work, and six awards that hold up shared research facilities end within nine months of each other in 2027–28. This plan concentrates on ARA’s seven growth areas, carries those facilities across the gap, and builds new research expertise around the state’s steel mills and lithium brines.
- The strength24,743Peer-reviewed articles and reviews from Arkansas institutions in 2021–2025 after removing false affiliation tags, led by health, crops and food1
- The gap0.35%Arkansas’s share of NSF research funding in FY2021–2025, below its share of US academic research spending (Figure 3)2
- The cliff6Major federal awards supporting shared facilities and research cores that end between April 2027 and January 2028345
Six bets, one chain from field to clinic
- Bet 1Feeding the countryPoultry, animal and food science
- Bet 2Growing more from every acreCrop, plant, insect and weed science, with water
- Bet 3Moving freightTransportation and logistics
- Bet 4Running the supply chainOperations research and information systems
- Bet 5Switching powerPower electronics and advanced packaging
- Bet 6Caring for a rural statePopulation and clinical health
Three foundations under all six
- AI/ML, data analytics and cybersecurityShared methods and secure data practices across all seven growth areas
- Materials and shared facilitiesSteel and critical-minerals missions; practical facility access across campuses, with clear service terms
- People statewideMulti-campus research teams and technician pathways built with partners
Sources
5
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - NSF published funding shares by jurisdiction
NSF’s published FY2021-2025 funding shares by EPSCoR jurisdiction, from its FY2026 and FY2027 budget requests. talent.arresearchhub.com ↩ - NIH IDeA awards in Arkansas
NIH RePORTER records of Arkansas’s IDeA center awards, October 2026. talent.arresearchhub.com ↩ - NSF EPSCoR award records for Arkansas
NSF Award API records of Arkansas’s EPSCoR awards, retrieved 11 October 2026. talent.arresearchhub.com ↩ - Research assets inventory
ARA’s inventory of Arkansas research facilities, centers and awards, 11 October 2026. talent.arresearchhub.com ↩
Prologue
What Arkansas does with what it has
Rice farmers around Stuttgart used to burn their hulls. In 1961 J.B. Hunt worked out how to sell them to Arkansas’s poultry companies as litter, and started a company in Stuttgart to do it. In 1969 the company bought five tractors and seven trailers as a sideline. The sideline is now J.B. Hunt Transport, headquartered in Lowell, one of the largest trucking and logistics companies in North America.1
In 1997 a power-electronics company was founded in Fayetteville and grew in the university’s research park with the help of University of Arkansas engineering graduates. Cree bought it in 2015. The buyer, now called Wolfspeed, reported in its 2026 annual report that the Fayetteville site still researches and builds power modules.2
Arkansas research keeps that habit of working with what is close at hand. Its animal and plant science sits beside the state’s poultry houses and rice fields, and its power-electronics engineering beside a power-module plant.34
The next test lies in the steel mills of Mississippi County, which AEDC identifies as the country’s largest steel-producing county, and in the Smackover brines of South Arkansas, where proposed lithium projects would join an established brine-processing economy. A-State is building a steel-research center.567 For both industries the question is how much of the knowledge, skilled work and supplier business they create can grow in Arkansas.
Sources
7
- Encyclopedia of Arkansas (Central Arkansas Library System), “J. B. Hunt Transport Services, Inc.”, last updated 12 May 2025. encyclopediaofarkansas.net
Encyclopedia of Arkansas, “Johnnie Bryan (J. B.) Hunt”, last updated 28 May 2026. encyclopediaofarkansas.net
J.B. Hunt Transport Services, “The Story of J.B. Hunt” (company careers site). careers.jbhunt.com
J.B. Hunt, Form 10-K for FY2025, filed 24 Feb 2026 (SEC EDGAR, accession 0001437749-26-005294); SEC EDGAR company record (business address Lowell, AR).
J.B. Hunt Q4/full-year 2025 earnings release, 15 Jan 2026 (jbhunt.com newsroom / Business Wire). ↩ - University of Arkansas, “APEI Team Wins 2012 Arkansas Small Business Award”, news.uark.edu, 2012. news.uark.edu
University of Arkansas, “Innovative Electronics Company Offers Potential in Venus Landing, Army Transportation”, news.uark.edu, 11 Aug 2005. news.uark.edu
Semiconductor Today, “Cree acquires SiC power module firm APEI”, 9 July 2015. semiconductor-today.com
Talk Business & Politics, “Cree Inc. Acquires Fayetteville’s APEI”, 9 July 2015. talkbusiness.net
Wolfspeed, “Cree, Inc. Officially Changes Company Name to Wolfspeed, Inc.”, 4 Oct 2021. wolfspeed.com
Wolfspeed, Inc., Form 10-K for the fiscal year ended 28 June 2026, filed 20 Aug 2026 (SEC EDGAR, accession 0000895419-26-000054), Item 1 and Item 2. The SEC full-text search index independently confirms that the exact phrase “Fayetteville, Arkansas” appears in this filing (and in each Wolfspeed/Cree 10-K from FY2021 to FY2025). sec.gov
Wolfspeed, “FY26 Q3 Earnings” investor presentation, May 2026, slide 6. s29.q4cdn.com
Wolfspeed, “Wolfspeed Reports Financial Results for the Fourth Quarter of Fiscal 2026”, 19 Aug 2026 (Exhibit 99.1). s29.q4cdn.com
Wolfspeed, “PowerMakers: How Wolfspeed’s Fayetteville Team Turns Silicon Carbide Expertise into Customer Momentum”, 28 Apr 2026. wolfspeed.com
Wolfspeed, press release announcing Chapter 11 filing, 30 June 2025; and “Wolfspeed’s Plan of Reorganization Confirmed”, 8 Sept 2025 (investor.wolfspeed.com).
Wolfspeed newsroom listing (wolfspeed.com/company/news-events/news/), latest item 15 Oct 2026. ↩ - Historical specialization by subfield
ARA’s October 2026 table of historical Arkansas research specialization by subfield. talent.arresearchhub.com ↩ - Historical peer position by research area
ARA’s October 2026 comparison of Arkansas with other EPSCoR jurisdictions by research area. talent.arresearchhub.com ↩ - Merrill Steel Locates New Steel Manufacturing Facility in Osceola, Arkansas (2025-08-20). AEDC identifies Mississippi County as America’s top steel-producing county and announces Merrill’s proposed Osceola structural-steel fabrication and coating facility. The company cites proximity to raw steel among its location reasons. The county rank is a state/governor characterization, not an independently reconstructed county-production ranking. The announcement does not verify that Merrill subsequently began production; investment and hiring figures are forecasts. Accessed 2026-10-30. arkansasedc.com ↩
- A-State Secures $2.1 Million Federal Award for AI-Driven Steel Research (2026-10-14). A-State reports a $2.1 million NIST award for CAMSM under Drew Fleming, with Yeonsang Hwang, Rajesh Sharma and Mohammadreza Daroonparvar. Planned resources are GPU computing, a Gleeble 3800 thermomechanical simulator and Thermo-Calc libraries supporting materials design and processing research. The release does not verify commissioning, operating funds, external-user terms or an accepted mill research agreement. This FY2026 announcement falls outside the plan’s historical FY2021–2025 award cohort and must remain separately labeled. Accessed 2026-10-30. astate.edu
Congress Approves $10 Million Request by Senator Boozman to Support Center for Advanced Materials and Steel Manufacturing (2024-03-15). A-State announces a $10 million congressional appropriation toward CAMSM. Planned functions include mechanical-property testing, diffraction and microscopy, computational materials work and AI; the announcement identifies testing-related transport and shipment delays as an industry problem. An appropriation and announced laboratory scope do not establish installed equipment, accreditation, service capacity or accepted industry access. The capital amount is not annual R&D expenditure. Accessed 2026-10-30. astate.edu
Arkansas State University Research: Research Centers & Institutes (undated; read 30 October 2026). The university research page lists the Center for Advanced Materials & Steel Manufacturing and describes it as coming soon. Undated page; its wording is consistent with development but cannot resolve the operating status of individual instruments. Use the dated award announcement for precise claims. astate.edu ↩ - DOE/EA-2304: Final Environmental Assessment (May 2026) (2026-05-13). DOE describes an integrated brine extraction, lithium recovery, carbonate conversion and reinjection project, with nominal proposed output of 22,500 metric tons/year. A final environmental assessment describes the proposal and impacts; it does not establish construction completion or production. energy.gov ↩
Part one
Part I: Where Arkansas stands
Research strengths, NSF funding and the services expiring awards support
In 1980 the National Science Foundation picked five states that won too little of its money and offered them help to compete for more, through what it now calls EPSCoR, the Established Program to Stimulate Competitive Research.1 Arkansas was one of them, with Maine, Montana, South Carolina and West Virginia.23 It still qualifies today.
The record that follows describes a state whose research is strongest where its economy is, held in a few campuses and firms, short of NSF funding even relative to its own research spending, and about to lose six awards that hold up shared facilities.
Strong where the economy is strong
24,743
articles and reviews linked to Arkansas institutions in 2021–2025 after affiliation review4
1.21%
of all US food-manufacturing R&D is performed in Arkansas, about 13 times the state’s overall share of company R&D5
Agriculture and the industries built on it, from poultry processing to forest products, support about 13% of Arkansas jobs, including indirect employment.6 Health, crop, animal and food science lead the state’s publication record.4 Company research follows the same line, most of all in food.7 Figure 1 sets each growth area’s share of Arkansas publications beside its share of company R&D. Food and power electronics are in step. Health and crops lead in research, while information technology, materials and freight lead in industry.8
Figure 1
Research and industry line up in food and power; elsewhere one leads the other
Each growth area’s share of the seven areas’ audited 2021–2025 Arkansas publications, beside its share of their 2024 company-funded business R&D (NCSES BERD).
Research and industry line up in food and power; elsewhere one leads the other
Figure 2
Where Arkansas’s research workforce is concentrated
Current researcher records across 18 Arkansas campuses and research centers (10,384 records, 11 October 2026 extract).
Shaded-relief map of Arkansas with county lines, rivers and the state's natural regions. Circles sized by current researcher records mark 18 institutions. UA Fayetteville with the Division of Agriculture (4,218 records) in the northwest and UAMS in Little Rock (3,632) dwarf the rest. Arkansas State in Jonesboro (499), UA Little Rock (485) and Central Arkansas in Conway (388) come next, and smaller campuses sit in every region from Fort Smith to Monticello and Magnolia.
The NSF gap
Arkansas received about 0.35% of NSF research funding in FY2021–2025, under NSF’s published EPSCoR measure, which excludes EPSCoR’s own awards.910 The state’s universities account for 0.42% of US academic research spending.11 Arkansas therefore wins less from NSF than its own research volume would suggest. Part of the reason is field mix: much of Arkansas’s research is in agriculture and health, which USDA and NIH fund more than NSF does (Figure 4). The rest depends on how many NSF proposals Arkansas researchers submit and how often they win, and the state has no cross-campus count of them yet.
Starting in 2027, the state EPSCoR office will work with campus research offices to compile proposal counts, requested dollars, review outcomes and funding rates by field and program, then direct proposal support to where it can raise win rates.12
Figure 4
NSF is one funder among several in most Arkansas research fields
FY2021–2025 federal awards to Arkansas by research field and agency. Each NSF bar carries a tick at its FY2016–2020 value.
NSF is one funder among several in most Arkansas research fields
Award records already show one warning sign. Classified NSF crop awards fell from about $9.1 million in FY2016–2020 to $1.6 million in FY2021–2025, and still fell 30% after removing three borderline titles and the largest earlier rice grant.131412
Six awards end between April 2027 and January 2028
Figure 5
Six major federal awards reach their scheduled end dates between April 2027 and January 2028
Scheduled end dates alongside active successor awards; an end date marks a continuity decision point, not an automatic shortfall.
Timeline of six scheduled award end dates between April 2027 and January 2028, and successor awards. Verify annual funding schedules, staff, equipment access and services carried into successors. Whole-award totals cover different periods and do not establish an annual shortfall; renewal and extension status must be confirmed.
Between 30 April 2027 and 31 January 2028, six major awards that support shared research capabilities across the state end: DART, the NSF EPSCoR award that funds statewide data-science research and the state EPSCoR office; MUSiC, the national silicon-carbide research and fabrication facility in Fayetteville; the MonArk Quantum Foundry, in which Arkansas is a partner; and three NIH research centers in Little Rock focused on microbial pathogenesis, pediatric research and musculoskeletal disease.151617 The three NIH centers alone carried about $5.5 million in FY2026.15
Newer awards such as AR-NETWORK and AR-STRIDES cover different work, and both can be renewed: NSF allows an E-CORE award such as AR-NETWORK a renewal of up to four years, and an E-RISE award such as AR-STRIDES up to three.1 Each host institution identifies the services and staff roles it needs to keep, the funding already committed, and the date by which it will decide how to sustain them.1612
Why now
Arkansas commits to revising this plan in full every two years. The state’s economic development priorities change faster than a five-year plan can follow, and a two-year cycle keeps research aimed at them, with each revision drawing on the latest annual scorecard and federal data. AR-NETWORK, Arkansas’s NSF EPSCoR award, builds in the same cycle and treats the state plan as a living document.18 The plan is to be final by 31 May 2027, more than two years before the 2024 plan’s July 2029 end date, so it is in force while host institutions plan for the six awards that end from April 2027 to January 2028 and for the renewals that follow. Its full revisions fall by 31 May 2029 and 31 May 2031.192021
Concentrated in a few campuses and firms
Academic R&D spending in Arkansas rose about 34% in nominal dollars from 2019 to 2024, behind 41% across the 50 states and DC. Nearly all of the increase came from UA Fayetteville and UAMS, and the other consistently tracked institutions spent about the same. UAMS’s 2024 figure is a survey estimate; without UAMS, Arkansas’s growth was 23.7%.2213
Businesses performed $719 million of R&D inside Arkansas in 2024, 0.38% of state GDP against 2.6% nationally.7 Companies with 250 or more domestic employees paid for 81% of the company-funded share.7
Small-business awards turn over more than they grow. Exactly 32 Arkansas firm identities won federal SBIR/STTR awards in 2015–2019 and 32 in 2020–2024, but only 17 won in both periods. Award dollars rose 87%, and 105% once the five largest recipients in each period are set aside.23 USDA awards went to Arkansas firms working on aquaculture and poultry health, crop protection, trucking logistics, bioproducts and navigation for blind travelers in rural areas.24
Patents show the same concentration. Inventors in Arkansas appeared on 4,653 US utility patents granted in 2015–2025, and Walmart’s patent-holding company holds more than a quarter of those assigned to an organization.2526 Grants rose 8% from 2015–2019 to 2020–2024, but without that one company they fell 6%.27 Growth in Arkansas patents rests on one firm, and the wider base of inventors is patenting less.
Parts III and IV respond by opening shared facilities to regional campuses and smaller employers, requiring multi-campus teams, and testing research directly on partner problems.
Industrial strength can create the next research strength
Some opportunities are larger than their publication record. The audited critical-minerals, lithium and brine topics hold 35 primary-topic papers for 2021–2025, a count that misses many of the chemists, engineers and geoscientists whose work applies.2829 A-State’s October 2026 award for steel research and Southern Arkansas University’s LiTHIUMLEARNS program are concrete starting points.3031 Public research can help with steel grades and processes that customers can qualify, lithium products that meet a buyer’s specification, and testing and technical services supplied by Arkansas firms. Neither is yet an established research concentration.
Sources
31
- NSF EPSCoR program rules
ARA’s summary of NSF EPSCoR program rules, solicitations and deadlines, October 2026. talent.arresearchhub.com ↩ - National Science Foundation, “FY 2027 Budget Request to Congress” (NSF 26-020, 3 April 2026), “NSF Authorizations and Other Reports”, “EPSCoR Report to Congress for Fiscal Year 2025”, pp. Authorizations-13 and -14. nsf-gov-resources.nsf.gov
IDA Science and Technology Policy Institute for NSF, “Evaluation of the National Science Foundation’s Experimental Program to Stimulate Competitive Research (EPSCoR): Final Report”, footnote 2 of the Executive Summary (document dated Jan 2015). epscor.w3.uvm.edu
NSF, “NSF 101: Geographic diversity through EPSCoR”: “Since 1979, the U.S. National Science Foundation has addressed the need for geographic diversity through EPSCoR.”. nsf.gov ↩ - Arkansas EPSCoR fact inventory
ARA’s October 2026 inventory of Arkansas EPSCoR facts, including the 2024 plan and NSF award terms. talent.arresearchhub.com ↩ - Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - NCSES Business Enterprise R&D 2024
NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - University of Arkansas System Division of Agriculture, “Economic Contribution of Agriculture to the Arkansas Economy in 2024” (fact sheet FSA112, printed June 2026; IMPLAN 2024 Arkansas data). uaex.uada.edu
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596), 2026, “Economic Contribution of Agriculture” pages 18-25. uaex.uada.edu ↩ - NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - Each growth area’s share of the seven areas’ audited 2021–2025 publications and of their 2024 company-funded BERD. talent.arresearchhub.com ↩
- NSF published funding shares by jurisdiction
NSF’s published FY2021-2025 funding shares by EPSCoR jurisdiction, from its FY2026 and FY2027 budget requests. talent.arresearchhub.com ↩ - EPSCoR eligibility rules
ARA’s summary of NSF EPSCoR eligibility rules and state-plan requirements, October 2026. talent.arresearchhub.com ↩ - NCSES Higher Education Research and Development Survey FY2024, full and short forms, all-R&D totals: Arkansas $492.0 million of $117.5 billion across the 50 states and DC (0.42%); FY2019, 0.44%. The same files give the plan’s +40.8% national growth figure. ncses.nsf.gov ↩
- Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Corrected source and agency panels: NSF estimated multi-year award totals, RePORTER parent-record fiscal-year amounts and source-native cumulative obligations; no additive cross-source total. talent.arresearchhub.com
NCSES HERD FY2019–2024, matched reporters and imputation; classified NSF award-start estimated award totals sensitivity; historical audit context, not obligated or disbursed funds. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - NIH IDeA awards in Arkansas
NIH RePORTER records of Arkansas’s IDeA center awards, October 2026. talent.arresearchhub.com ↩ - NSF EPSCoR award records for Arkansas
NSF Award API records of Arkansas’s EPSCoR awards, retrieved 11 October 2026. talent.arresearchhub.com ↩ - Research assets inventory
ARA’s inventory of Arkansas research facilities, centers and awards, 11 October 2026. talent.arresearchhub.com ↩ - Plan owner: AR-NETWORK, Arkansas’s NSF EPSCoR award, includes a two-year cycle for the state plan as a living document. talent.arresearchhub.com ↩
- NSF 25-523, section V.A.7.3, jurisdictional Science and Technology plan requirements: current governing approval and five-year period; apply the rule to the relevant submission with sponsor confirmation where needed. nsf.gov
Arkansas Science and Technology Plan 2024, printed page 3: signed state approval, with no approval date printed. July 2029 remains a planning inference from file metadata, not a verified sponsor deadline. arnetwork.aralliance.org ↩ - Arkansas EPSCoR jurisdiction record
ARA’s October 2026 record of Arkansas’s EPSCoR awards, 2024 plan and approver. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - NCSES HERD, full plus short institutions, nominal R&D spending, 2019-2024; comparison is the 50 states and DC; source imputation retained. talent.arresearchhub.com ↩
- SBIR/STTR source-identity overlap and reported observation-amount trimming; no commercialization inference. talent.arresearchhub.com ↩
- SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - USPTO utility document events with Arkansas inventors, 2015–2025; explicit application linkage; not invention families or commercial outcomes. talent.arresearchhub.com ↩
- USPTO PatentsView assignee records for the 4,653 Arkansas-inventor grants: the largest source assignee ID (Walmart Apollo, LLC) appears on 1,142 grants, 28.3% of the 4,033 with an organization assignee. talent.arresearchhub.com ↩
- Grant-event concentration sensitivity, recurring source IDs and interstate inventive links; no firm-entry or operating-partnership inference. talent.arresearchhub.com ↩
- Historical peer position by research area
ARA’s October 2026 comparison of Arkansas with other EPSCoR jurisdictions by research area. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - A-State Secures $2.1 Million Federal Award for AI-Driven Steel Research (2026-10-14). A-State reports a $2.1 million NIST award for CAMSM under Drew Fleming, with Yeonsang Hwang, Rajesh Sharma and Mohammadreza Daroonparvar. Planned resources are GPU computing, a Gleeble 3800 thermomechanical simulator and Thermo-Calc libraries supporting materials design and processing research. The release does not verify commissioning, operating funds, external-user terms or an accepted mill research agreement. This FY2026 announcement falls outside the plan’s historical FY2021–2025 award cohort and must remain separately labeled. Accessed 2026-10-30. astate.edu
Congress Approves $10 Million Request by Senator Boozman to Support Center for Advanced Materials and Steel Manufacturing (2024-03-15). A-State announces a $10 million congressional appropriation toward CAMSM. Planned functions include mechanical-property testing, diffraction and microscopy, computational materials work and AI; the announcement identifies testing-related transport and shipment delays as an industry problem. An appropriation and announced laboratory scope do not establish installed equipment, accreditation, service capacity or accepted industry access. The capital amount is not annual R&D expenditure. Accessed 2026-10-30. astate.edu
Arkansas State University Research: Research Centers & Institutes (undated; read 30 October 2026). The university research page lists the Center for Advanced Materials & Steel Manufacturing and describes it as coming soon. Undated page; its wording is consistent with development but cannot resolve the operating status of individual instruments. Use the dated award announcement for precise claims. astate.edu ↩ - Southern Arkansas University hosts ribbon cutting for LiTHIUMLEARNS initiative (2025-09). SAU reports September 9, 2025 opening of LiTHIUMLEARNS dedicated space and partnerships with regional education and industry organizations. A workforce space is not by itself an independent pilot plant or evidence of agreed plan responsibilities. saumag.edu ↩
Part two
Part II: What we will be known for
Research applications within ARA’s seven growth areas
By 2032, Arkansas industries and communities can turn to Arkansas research for tested answers, and the facilities that research needs are open across the state.
The steering committee sets the final vision statement after the 2027 consultation.1
Build on the seven growth areas
ARA commissioned TEConomy Partners in 2024 to find where university research meets industry growth in Arkansas. The study weighed traded industries, patents, investment and interviews, and named seven growth opportunity areas, each broader than any single academic field. This plan keeps those seven areas and, within each, picks the research application that is ready to deliver.2
| ARA growth opportunity area | Proposed delivery application or workstream | What each application needs to start |
|---|---|---|
| Population Health Innovations and Clinical Research | Caring for a rural state | A health provider or community partner defines a specific rural care problem to test |
| Power Electronics, Advanced Packaging, and Grid Management Systems | Switching power | Post-2027 facility access and a partner test case; grid capability assessed separately |
| Next Generation Transportation and Logistics Systems | Moving freight | A carrier data-sharing agreement and a faculty team large enough to deliver beyond current awards |
| Materials Engineering Applications | Better steel; more value from lithium and critical minerals; materials across power, health, food and agriculture | Industry problems, specialist teams, usable facilities and separate milestones for each materials mission |
| Precision Agriculture | Growing more from every acre | Grower priorities and a field-test partner for crop, sensing or irrigation work |
| Food Production and Integrative Health | Feeding the country | A processor or public research partner commits a problem, data or plant test access |
| Supply Chain, Retail, and Consumer Analytics | Running the supply chain | Employer research priorities across operations, retail and consumer analytics, plus usable data |
The six applications run along a chain from farm and food through freight, supply chains and power to rural health; the order does not rank them. AI/ML, data analytics and cybersecurity serve all seven areas, each use checked against available skills and secure data access before launch.5 Materials Engineering Applications is a shared workstream, drawing on a multi-campus community of materials and biomedical researchers.67
Different opportunities need different decisions
The six applications start from very different baselines, so each needs a different first decision. Food science has deep research volume and industry scale, so its next step is converting single-researcher ties into multi-person industry partnerships. Freight has major federal centers but a small faculty roster, while supply-chain researchers need a structured way to work with proprietary company data. Power electronics needs an operating model to keep its silicon-carbide facility open after September 2027, and health needs rural clinical partners outside Little Rock. Part III sets out the evidence, partner needs and next steps for each.84
The six applications came through a written screen of 28 candidates, which tested research output, major federal anchor grants, alignment with state economic sectors and how often peer EPSCoR plans headline a theme. Food, crops, power and supply chains qualify under every single-test change examined; freight and health depend on the federal-anchor test, so their place is the least settled. Steel and lithium did not pass the historical screen and enter through a separate route for building new capability, with a review before each stage. All seven growth areas stay in the plan whatever the screen finds, and Part V gives the rule and its sensitivity tests.9101112
Figure 6
Academic and federal scale across the seven growth areas
Audited 2021–2025 publications and the largest FY2021–2025 federal award panels in each area. Figure 1 compares each area with company R&D.
Academic and federal scale across the seven growth areas
Figure 7
Campus and sector reach across Arkansas’s seven growth areas
Engaged researchers and campuses with five or more active researchers per area (11 October 2026 database extract).
Feeding the country: 435 current researcher records across 7 institutions with five or more; Growing more from every acre: 777 current researcher records across 11 institutions with five or more; Moving freight: 63 current researcher records across 2 institutions with five or more; Running the supply chain: 178 current researcher records across 6 institutions with five or more; Switching power: 335 current researcher records across 6 institutions with five or more; Caring for a rural state: 1133 current researcher records across 8 institutions with five or more
Build the expertise the next industries need
Steel and lithium become explicit missions within Materials Engineering Applications. Steel starts from an operating industrial cluster and tests that producers and their customers can run. Lithium starts from a large geological resource and emerging projects, and faces a harder step from trials on representative brine to consistent, qualified chemical products. Both aim to grow research, suppliers and skilled work around these industries in Arkansas, through a competitive route with limited early funding and independent review before any expansion.
Sources
15
- Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - TEConomy growth opportunity areas
ARA’s summary of TEConomy Partners’ assessment for ARA, which defines the seven growth opportunity areas. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Partner demand register
ARA’s October 2026 register of the partner problems and access each application needs. talent.arresearchhub.com ↩ - Enabling capabilities map
ARA’s October 2026 map of AI/ML, data analytics and cybersecurity across the seven growth areas. talent.arresearchhub.com ↩ - Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Opportunity-to-candidate crosswalk
ARA’s October 2026 table tracing all 35 research opportunities to the scored candidates. talent.arresearchhub.com ↩ - Selection screen sensitivity tests
ARA’s October 2026 rescoring of the 28 candidates under alternative selection rules. talent.arresearchhub.com ↩ - Selection screen method
ARA’s October 2026 description of the selection screen’s tests, thresholds and results. talent.arresearchhub.com ↩ - Fixed-baseline joint-test removals with the existing two-supported-pass rule; deliberate stress cases, not probabilities. talent.arresearchhub.com ↩
- Audited 2021–2025 OpenAlex Arkansas work records: Division of Agriculture affiliations (330 of 1,365 crop and water papers; 243 of 697 animal and food papers) and water and quantum topic counts. talent.arresearchhub.com ↩
- Historical peer position by research area
ARA’s October 2026 comparison of Arkansas with other EPSCoR jurisdictions by research area. talent.arresearchhub.com ↩ - Candidate screening record
The October 2026 edition of the plan’s candidates and scores appendix (ARA). talent.arresearchhub.com ↩
Part three
Part III: Applications and materials
Bet 1 of 6
Feeding the country
Poultry, animal and food science
Arkansas raised about one pound in eight of the nation’s broilers in 2025, and food manufacturing supported about 52,000 private jobs, a share of the state’s workforce 3.5 times the national average.12 Companies in the industry paid for and performed $73 million of their own R&D in Arkansas in 2024.3 The poultry companies, the University of Arkansas poultry center, USDA research units and UAPB’s aquaculture center sit close to production.456
Arkansas institutions published 697 reviewed articles and reviews in food and animal science between 2021 and 2025. At least 243 name the UA System Division of Agriculture, its Agricultural Experiment Station, Cooperative Extension Service, a research and extension center or the Center of Excellence for Poultry Science.789
USDA is the main federal sponsor. Its cumulative obligations to selected food and animal awards starting in FY2021-2025 reached $23.2 million. A further $35.9 million in formula capacity funds is one statewide pool that the Division shares across all of agriculture.10
Figure 8
Food, poultry and aquaculture: academic depth, USDA awards and a $73M private R&D base
Audited 2021–2025 publications (including Division of Agriculture links), FY2021–2025 federal award panels, 2024 food-manufacturing BERD and classified USDA SBIR awards.
Food, poultry and aquaculture: academic depth, USDA awards and a $73M private R&D base
Industry ties are few and rest on individuals: several earlier co-authorship links depended on a single faculty member. From 2015 to 2025, three Arkansas companies won USDA small-business awards in food, poultry and aquaculture, $1.50 million in all. J M Malone & Son in Lonoke and Dunn’s Fish Farms in Brinkley used theirs for fish production, and Genecome Biotech in Jonesboro for a plant-produced protein against poultry diseases.1112
The plan pairs a multi-state aquaculture and poultry team bid with sponsored-research agreements at Arkansas food headquarters, and requires at least two active contacts per partnership.1314 Each processor pilot starts from a one-page test brief fixing the product, assay and baseline, and measures the share of eligible tested batches that fail.1516
| Move | Lead | By when |
|---|---|---|
| Partner agreement for a multi-state EPSCoR team bid on aquaculture or poultry health, building on ties with Kansas and Iowa; UAPB co-leads aquaculture | UAPB and University of Arkansas consortium | June 2027 |
| Invite the poultry and food headquarters firms in as sponsored-research partners | Division of Agriculture with the University of Arkansas | 2028 |
| Form a cross-campus microbiome team under the team rule, joining animal and food science in Fayetteville with the nutrition center and UAMS in Little Rock | PI consortium with the nutrition center | 2028 |
| A standing USDA Agricultural Research Service contact on the steering committee; back UAPB’s bids to USDA’s 1890 capacity programs | Steering committee; UAPB | December 2027 |
| Identify facility gaps for this application, starting with partner access to the nutrition center, the USDA poultry and aquaculture units and the Pine Bluff center | The April–June 2027 consultation round, with the facility hosts | June 2027 |
How we will know
Partner-defined food or aquaculture projects with executed access agreements and active work
BaselineBaseline: agreement and project register due June 2027
Source19
Partner relationships with two active contacts and a continuity plan
BaselineBaseline: recorded with project partners
Source19
USDA small-business awards to Arkansas firms, reported as sector context
Baseline15 USDA awards ($3.92M) identified across 2015–2025, including 5 in food, poultry and aquaculture ($1.50M across 3 firms); not a spin-out count
Source19
Sources
19
- USDA National Agricultural Statistics Service, “Poultry - Production and Value 2025 Summary”, April 2026, table “Broiler Production and Value - States and United States: 2025”, p. 7 (annual estimates cover 1 Dec 2024 to 30 Nov 2025). esmis.nal.usda.gov
USDA Economic Research Service, Farm Income and Wealth Statistics, “Annual cash receipts by commodity, U.S. and States”, data as of 3 Sept 2026 (Arkansas, 2025). ers.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596), 2026: “No. 3 in Broilers” (2025 production year, citing NASS). uaex.uada.edu ↩ - BLS QCEW, 2025 annual average, private food manufacturing, NAICS2022 311; private-employment concentration uses the same Arkansas and US universe. talent.arresearchhub.com ↩
- NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - Cobb-Vantress, “Cobb-Vantress Opens Hiring Center in Siloam Springs to Support Growing Team”, 18 May 2022 (company news, About Cobb boilerplate). cobbgenetics.com
Simmons Foods, Inc., “About” page (company website). simmonsfoods.com
George’s, Inc., “About Us” and home page (company website). georgesinc.com
Tyson Foods, Inc., Form 10-K for fiscal 2025 and SEC EDGAR record (see tyson-origin). ↩ - USDA National Agricultural Statistics Service, “2022 Census of Agriculture, 2023 Census of Aquaculture”, Table 1 “Value of Aquaculture Products Sold by Type: 2023 and 2018” and Table 16 “Baitfish Sales by Species: 2023 and 2018”. data.nass.usda.gov
University of Arkansas at Pine Bluff, “Research programs” and “AQFI Center of Excellence” pages (Department of Aquaculture & Fisheries). uapb.edu
University of Arkansas at Pine Bluff, Combined Research and Extension Plan of Work 2022-2026 (submitted to USDA NIFA, dated 24 May 2021). portal.nifa.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596): No. 3 in catfish (foodsize), 2025 production year (NASS). uaex.uada.edu ↩ - Research assets inventory
ARA’s inventory of Arkansas research facilities, centers and awards, 11 October 2026. talent.arresearchhub.com ↩ - Audited 2021–2025 OpenAlex Arkansas work records: Division of Agriculture affiliations (330 of 1,365 crop and water papers; 243 of 697 animal and food papers) and water and quantum topic counts. talent.arresearchhub.com ↩
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - Updated national SBIR/STTR bulk includes USDA; food relevance and project identity still require classification. talent.arresearchhub.com ↩
- SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Two proposed test briefs using retained measure definitions; actual user, access, baseline, target and accepted responsibilities remain unconfirmed. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Historical peer position findings
ARA’s October 2026 findings comparing Arkansas research areas with other EPSCoR jurisdictions. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩
Bet 2 of 6
Growing more from every acre
Crop, plant, insect and weed science, with water
Arkansas grew about 45% of the nation’s rice in 2025, and the Delta farms that grow it draw from an alluvial aquifer the state is pumping faster than its estimated sustainable rate.12 Research on that crop is concentrated in Fayetteville: of 777 crop researcher profiles in the October 2026 database extract, 550 are at UA Fayetteville, where the Division of Agriculture’s statewide staff are also filed.34
Arkansas institutions published 1,365 reviewed crop and water articles and reviews in 2021-2025, with strengths in weed science, insect-plant interactions and pest management. At least 330 name the Division, its Agricultural Experiment Station, Cooperative Extension Service or a research and extension center such as the Rice Research and Extension Center in Stuttgart.567
Figure 9
Crops, soils and water: 1,365 reviewed papers, USDA crop awards up 2.5× and the NSF crop gap
Audited 2021–2025 crop and water publications, Division of Agriculture disaggregation, USDA competitive and formula panels, and the FY2016–2020 to FY2021–2025 NSF crop shift.
Crops, soils and water: 1,365 reviewed papers, USDA crop awards up 2.5× and the NSF crop gap
Federal crop support has shifted toward USDA. Its competitive crop obligations more than doubled between awards starting in FY2016-2020 and those starting in FY2021-2025. Classified NSF crop awards fell from about $9.1 million in estimated award value to $1.6 million.89
USDA small-business awards went to four Arkansas firms working on hydroponics, PFAS treatment on farms, dicamba drift and insect monitoring: GSS Group, CatalyzeH2O, Celludot and SolaRid AR.10 About 7% of Arkansas farms reported precision-agriculture practices in the 2022 Census of Agriculture, against 12% nationally.11
To rebuild NSF crop funding, the plan organizes an NSF plant-genome and organismal-biology proposal cohort and prepares multi-state successor bids before the current NASA and NSF team awards end in 2027-2028. It also launches a five-partner Delta aquifer team once the partners have chosen a groundwater monitoring site and baseline.1213 On-farm irrigation trials measure water applied per unit of harvested output against an agreed comparison plot.14
| Move | Lead | By when |
|---|---|---|
| Run a cohort of NSF plant-genome and organismal-biology proposals to rebuild NSF crop funding | University of Arkansas and Arkansas State | From January 2027 |
| Prepare suitable USDA coordinated and specialty-crop bids, building on capacity-funded research; confirm eligible nonfederal match or an applicable waiver under each solicitation before a bid16 | Division of Agriculture | 2027-2029 |
| Agree partners for the next plant-science team bid, building on ties with Kansas and Nebraska and adding North Dakota and Mississippi. Prepare successor bids through 2027: a NASA EPSCoR award ends July 2027 and the Iowa-led team award ends July 2028 | Arkansas State and University of Arkansas | June 2027 |
| A cross-campus research team on the Delta aquifer and flood risk, under the team rule, drawing on Fayetteville, Jonesboro, Monticello, Pine Bluff and the USDA Delta water unit; its first step is to name the groundwater monitoring site it will use | The five partners, convened by the University of Arkansas | 2028 |
How we will know
Sources
16
- USDA National Agricultural Statistics Service, “Crop Production 2025 Summary”, January 2026, table “Rice Area Planted and Harvested, Yield, and Production by Class - States and United States: 2023-2025”, pp. 29-30. esmis.nal.usda.gov
USDA NASS, “Crop Production”, released 9 October 2026, table “Rice Area Harvested, Yield, and Production - States and United States: 2025 and Forecasted October 1, 2026”. esmis.nal.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596): “No. 1 in Rice” (2025 production year, citing NASS); rice exports $1.1 billion in 2024, No. 1 in the nation. uaex.uada.edu
Encyclopedia of Arkansas (CALS), “Rice Industry”, updated 29 Sept 2026: “Arkansas leads the fifty states in rice production.”. encyclopediaofarkansas.net ↩ - Arkansas Department of Agriculture, Natural Resources Division, “2025 Arkansas Groundwater Protection and Management Report” (covers 2024-25; file created 2 June 2026), Executive Summary and Introduction. media.ark.org
Arkansas Department of Agriculture, news release “Annual Groundwater Report Reinforces Need for Arkansas Water Plan”, posted 7 July 2026. agriculture.arkansas.gov
Arkansas Department of Agriculture, “Critical Groundwater Areas” (program page). agriculture.arkansas.gov
U.S. Geological Survey, Scientific Investigations Report 2024-5088, “Inset groundwater-flow models for the Cache and Grand Prairie Critical Groundwater Areas, northeastern Arkansas”, first posted 8 Nov 2024. doi.org
U.S. Geological Survey, “Groundwater availability of the Mississippi embayment”, 30 Nov 2011. usgs.gov
(Draft, context only) Arkansas Department of Agriculture, “2026 Arkansas Water Plan: Draft Issues, Recommendations, and Solution Strategies”, July 2026. media.ark.org ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - Audited 2021–2025 OpenAlex Arkansas work records: Division of Agriculture affiliations (330 of 1,365 crop and water papers; 243 of 697 animal and food papers) and water and quantum topic counts. talent.arresearchhub.com ↩
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Corrected source and agency panels: NSF estimated multi-year award totals, RePORTER parent-record fiscal-year amounts and source-native cumulative obligations; no additive cross-source total. talent.arresearchhub.com
NCSES HERD FY2019–2024, matched reporters and imputation; classified NSF award-start estimated award totals sensitivity; historical audit context, not obligated or disbursed funds. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - CBP2023 food plant size; USDA2022 all-farm precision practices and separately measured irrigation acreage. talent.arresearchhub.com ↩
- Selection screen scoring sheet
ARA’s October 2026 scoring sheet for the 28 candidates on the selection screen. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - 2 CFR 200.306(b)(2) and (5): matching contributions may not be counted for another federal award, and ordinarily may not be paid by another federal award without specific statutory authority. ecfr.gov
USDA NIFA FY2026 Specialty Crop Research Initiative pre-application notice, Part III.B (page 25): matching requirements and waiver provisions. Capacity-funded research is not itself a blanket authorization to count federal funds as nonfederal match. nifa.usda.gov ↩
Bet 3 of 6
Moving freight
Transportation and logistics
Trucking’s share of Arkansas private jobs was roughly 2.5 times the national share in 2025, and J.B. Hunt, ArcBest and Walmart run major freight and distribution networks from the state.123 The university research behind them is small. Arkansas institutions published 78 reviewed transportation articles and reviews in 2021-2025, mostly from a small group of faculty, and the October 2026 profile extract finds only two campuses with five or more engaged researchers.45
Federal grants support active work through 2029, led by AR-STRIDES and the DOT university transportation center. For selected awards starting in FY2021-2025, NSF records $8.64 million in estimated multi-year award totals and DOT $5.92 million in cumulative obligations, each on its own accounting basis.67 Bentonville’s Connect Dynamics, Inc. won a USDA small-business award to build a relay-trucking platform for small rural fleets.8
Figure 10
Freight and corridors: federal award panels and $85M in private R&D alongside a compact faculty roster
Federal transportation awards on separate accounting bases, alongside 2024 transportation/logistics BERD, campus publications and faculty counts.
Freight and corridors: federal award panels and $85M in private R&D alongside a compact faculty roster
Trucking employment fell about 6% between 2022 and 2025, and food and agricultural commodities made up about 22% of truck tonnage with an Arkansas origin or destination in the 2022 benchmark.19 The plan targets cost and reliability, not expansion. A pilot to cut empty backhauls would track empty miles as a share of eligible miles across a defined fleet and route set, and check that deliveries stay on time.110
To build a team large enough to carry the work past AR-STRIDES, which ends in June 2029, the plan combines a shared cluster hire of three to five faculty with a carrier data-sharing agreement and cross-campus work packages.51112
| Move | Lead | By when |
|---|---|---|
| A cluster hire of three to five researchers, shared between the University of Arkansas and a partner campus such as Arkansas Tech or UA Little Rock | University of Arkansas and a partner campus | 2028-2031 |
| A headquarters testbed and data agreement with a named firm, built to outlast both 2029 awards | ARA with industry | June 2028 |
| Cross-campus teams under the team rule, so the AR-STRIDES team outlasts its award | University of Arkansas with partner campuses | 2028 |
How we will know
Freight for the materials industries
Steel and lithium shippers need rail, road and river capacity. ARDOT’s account of the 2024 Lithium Summit describes infrastructure discussions and road-condition baseline work.16 The freight team takes up their problems once it has an operator’s shipment records and a defined service question.
Sources
16
- BLS QCEW, 2025 annual average, private trucking, NAICS2022 484; recent comparison 2022-2025. talent.arresearchhub.com ↩
- U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages (QCEW), annual averages 2025, Arkansas (area 05000) and all states, NAICS 484 Truck transportation, private ownership; and all-industry total. data.bls.gov
SEC EDGAR company records (business addresses) and Form 10-K filings: J.B. Hunt Transport Services (Lowell, AR; 10-K filed 24 Feb 2026), ArcBest Corp (Fort Smith, AR; 10-K filed 25 Feb 2026), PAMT Corp / P.A.M. Transportation Services (Tontitown, AR; 10-K filed 12 Mar 2026). data.sec.gov
SEC XBRL company data: ArcBest 2025 revenue 4,010,158,000 USD (10-K filed 25 Feb 2026). J.B. Hunt earnings release 15 Jan 2026 (2025 revenue $12.00 billion). ↩ - Fortune, “Fortune Announces 2026 Fortune Global 500 List”, press release, New York, 28 July 2026 (revenue for the 2025 fiscal year) and Fortune Global 500 ranking page (2026). fortune.com
Walmart Inc., Form 10-K for the fiscal year ended 31 January 2026, filed 13 March 2026 (SEC EDGAR, accession 0000104169-26-000055): cover page, Item 1. sec.gov
National Retail Federation (with Kantar), “Top 50 Global Retailers 2026” page. nrf.com ↩ - Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - NSF EPSCoR award records for Arkansas
NSF Award API records of Arkansas’s EPSCoR awards, retrieved 11 October 2026. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - Source-native freight, electricity, material-producing industry and clinical-location context with distinct populations. talent.arresearchhub.com ↩
- Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - Partner demand register
ARA’s October 2026 register of the partner problems and access each application needs. talent.arresearchhub.com ↩ - Research portfolio classes
ARA’s October 2026 classes and risks for 35 Arkansas research opportunities. talent.arresearchhub.com ↩ - Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Stakeholders Plan for Growth of Arkansas Lithium Industry — Arkansas Highways Spring 2024 (2024). ARDOT firsthand post-event account reports Summit infrastructure-panel perspectives and an agency road-condition baseline with industry road/bridge-needs discussions; printed pages 11–14. It is planning evidence, not proof of sufficient capacity. The plan does not use the article’s vehicle comparison or its older demand figures. ardot.gov ↩
Bet 4 of 6
Running the supply chain
Operations research and information systems
Walmart, ranked the world’s largest retailer by the National Retail Federation in 2026, is headquartered in Bentonville, and the trucking company J.B. Hunt in Lowell.12 Their daily problems, forecasting, inventory and routing, are the subject of operations research and information systems. Yet of 186 source-mapped Walmart papers from 2021–2025 with at most 50 authors, only eight list an Arkansas university affiliation.345
Figure 11
Supply-chain and retail analytics: $180M in corporate digital R&D alongside 303 campus papers
2024 company-funded BERD in Information and Computer Systems Design, alongside 2021–2025 publications and researcher profiles; software is included within Information.
Supply-chain and retail analytics: $180M in corporate digital R&D alongside 303 campus papers
Federal money has not filled the gap. NSF estimates $0.744 million in multi-year awards for selected FY2021–2025 starts in the field, almost all of it the first phase of Cultivate IQ, a farm-to-market data platform whose larger second phase is counted under food. USDA obligations are smaller still.678
The firms that need this research are in Northwest Arkansas, but the publication record does not show which faculty and companies are ready to work together. The plan’s main action is a data and fellowship partnership with the headquarters firms: doctoral fellows co-funded by industry, paired with governed access to real operational data. The first conversation with a firm starts from a one-page brief. A university forecasting model is backtested against the firm’s own forecast on identical held-out items, locations and dates, with predictions locked in before outcomes are known. The test reports stockouts, lost sales hidden by stockouts, missing records and operating costs alongside forecast error before anyone agrees to a live ordering trial. No firm has yet agreed to a brief.910
| Move | Lead | By when |
|---|---|---|
| A data partnership with the headquarters firms: secure access to real operational data, paired with doctoral fellowships co-supervised by company and university staff and co-funded by industry | ARA with industry | June 2028 |
| Decide on an operations-research or industry-partnership proposal after checking current program fit and a firm’s willingness to participate | University of Arkansas | First decision 2028 |
| For a first multi-state team, approach South Carolina and Oklahoma in information systems, and New Mexico and North Dakota in operations research | University of Arkansas with partner campuses | 2028 |
How we will know
Partner-data agreements used in a joint research project
BaselineBaseline: set with external scoring
Source8
Partner projects completing an agreed operational test, and partners returning for another project
BaselineBaseline: test and success condition recorded before work starts
Source8
Industry-sponsored research across the broad ARA area
BaselineBaseline: proprietary work reported in aggregate
Source13
Help suppliers meet industrial specifications
The steel and critical-minerals missions extend the same work to suppliers. For steel, researchers could trace scrap provenance against accepted product. For lithium, they could match qualified reagent, equipment and technical-service suppliers to a processor’s specifications. AEDC (the Arkansas Economic Development Commission) and regional colleges would help identify Arkansas firms able to compete, and a first project would count only supplier spending on work done in Arkansas. These proposals need the same governed data access as the retail work.
Sources
13
- Fortune, “Fortune Announces 2026 Fortune Global 500 List”, press release, New York, 28 July 2026 (revenue for the 2025 fiscal year) and Fortune Global 500 ranking page (2026). fortune.com
Walmart Inc., Form 10-K for the fiscal year ended 31 January 2026, filed 13 March 2026 (SEC EDGAR, accession 0000104169-26-000055): cover page, Item 1. sec.gov
National Retail Federation (with Kantar), “Top 50 Global Retailers 2026” page. nrf.com ↩ - Encyclopedia of Arkansas (Central Arkansas Library System), “J. B. Hunt Transport Services, Inc.”, last updated 12 May 2025. encyclopediaofarkansas.net
Encyclopedia of Arkansas, “Johnnie Bryan (J. B.) Hunt”, last updated 28 May 2026. encyclopediaofarkansas.net
J.B. Hunt Transport Services, “The Story of J.B. Hunt” (company careers site). careers.jbhunt.com
J.B. Hunt, Form 10-K for FY2025, filed 24 Feb 2026 (SEC EDGAR, accession 0001437749-26-005294); SEC EDGAR company record (business address Lowell, AR).
J.B. Hunt Q4/full-year 2025 earnings release, 15 Jan 2026 (jbhunt.com newsroom / Business Wire). ↩ - Analyst title screening and provisional overlapping CPC contexts; no external domain or patent-claims validation; no seven-area ranking. talent.arresearchhub.com ↩
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Two proposed test briefs using retained measure definitions; actual user, access, baseline, target and accepted responsibilities remain unconfirmed. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Research portfolio classes
ARA’s October 2026 classes and risks for 35 Arkansas research opportunities. talent.arresearchhub.com ↩ - Partner demand register
ARA’s October 2026 register of the partner problems and access each application needs. talent.arresearchhub.com ↩
Bet 5 of 6
Switching power
Power electronics and advanced packaging
Electric vehicles, data centers and high-voltage grid connections all depend on power converters. Fayetteville has MUSiC, a national silicon-carbide research and fabrication facility, and a power-module site that Wolfspeed reported operating in 2026.12
MUSiC’s NSF award ends in September 2027, so the near-term decision is its operating model: opening the fabrication lines and technician pathways to partner campuses, two-year colleges and industry. The people who could use them are concentrated, with 268 of 335 engaged researchers at UA Fayetteville. New technician training, such as UA-Pulaski Technical College’s NSF ATE Arkansas Grid Workforce Initiative, gives the pathway something to build on.345
Figure 12
Power electronics and grid: federal award panels and $56M in electronics and electrical BERD
Separate FY2021–2025 DoD, NSF and DOE award panels alongside 2024 electronics BERD, 2021–2025 campus publications and technician pathways.
Power electronics and grid: federal award panels and $56M in electronics and electrical BERD
Federal support is substantial. For selected awards starting in FY2021–2025, DoD records $29.7 million in cumulative obligations and NSF $21.7 million in estimated multi-year award totals, on different accounting bases.6
Grid work comes second. Employment in semiconductor-component and electrical-equipment manufacturing fell from 2022 to 2025 while industrial electricity sales rose about 21%. These are general industry trends; they neither isolate silicon-carbide devices nor show utility demand for grid research.78 MUSiC facility services and device testing therefore come first, and grid-integration work follows once the shared faculty cluster and test environment are in place.910 Before testing any device or package, partners agree on the reference design and the electrical, thermal or reliability specification, then track the share of valid tests that meet it, along with invalid runs and facility wait times.11
| Move | Lead | By when |
|---|---|---|
| Settle a post-2027 operating model for MUSiC, recording services, access terms and users from other institutions and industry | University of Arkansas, the steering committee, defense and industry partners | March 2027 |
| Check current Department of Energy EPSCoR Implementation eligibility and Arkansas award status, then decide whether to bid on power-module packaging, grid integration and wide-bandgap materials | University of Arkansas consortium with UA Little Rock and Arkansas State | 31 March 2027 |
| Fellowships, undergraduate research and shared fabrication access at UA Little Rock, Arkansas State, Arkansas Tech and UAPB; invite a two-year college to build a silicon-carbide technician pathway with NSF technician-education funding | AR-NETWORK workforce program with the institutions; a two-year college with the University of Arkansas | First awards 2028; proposal 2027-28 |
| A cluster hire of three or four researchers in grid integration, storage and energy conversion, attached to the power-electronics base and shared with a second campus; for multi-state teams, New Mexico, Idaho and Delaware have matching strengths | University of Arkansas and UA Little Rock | 2028-2031 |
| Recruit an industry co-lead from Wolfspeed or a defense-funded spin-out | ARA | December 2027 |
How we will know
External MUSiC projects completed, repeat users and access delays
BaselineBaseline: host usage-log baseline due June 2027
Source10
Continuity of named facility services after the NSF award ends
BaselineBaseline: shown by the operating model and handover records
Source10
Technician-pathway participants completing the agreed next step
BaselineBaseline: completion defined with the college partner before launch
Source10
Test power questions with the materials industries
Steelmaking and lithium processing are prospective partners for industrial power research: furnace load and power quality on one side, motors, conversion equipment and monitoring on the other. The first step is a problem defined jointly with an operator and utility, using measured loads and agreed electrical limits.
Sources
13
- University of Arkansas, “APEI Team Wins 2012 Arkansas Small Business Award”, news.uark.edu, 2012. news.uark.edu
University of Arkansas, “Innovative Electronics Company Offers Potential in Venus Landing, Army Transportation”, news.uark.edu, 11 Aug 2005. news.uark.edu
Semiconductor Today, “Cree acquires SiC power module firm APEI”, 9 July 2015. semiconductor-today.com
Talk Business & Politics, “Cree Inc. Acquires Fayetteville’s APEI”, 9 July 2015. talkbusiness.net
Wolfspeed, “Cree, Inc. Officially Changes Company Name to Wolfspeed, Inc.”, 4 Oct 2021. wolfspeed.com
Wolfspeed, Inc., Form 10-K for the fiscal year ended 28 June 2026, filed 20 Aug 2026 (SEC EDGAR, accession 0000895419-26-000054), Item 1 and Item 2. The SEC full-text search index independently confirms that the exact phrase “Fayetteville, Arkansas” appears in this filing (and in each Wolfspeed/Cree 10-K from FY2021 to FY2025). sec.gov
Wolfspeed, “FY26 Q3 Earnings” investor presentation, May 2026, slide 6. s29.q4cdn.com
Wolfspeed, “Wolfspeed Reports Financial Results for the Fourth Quarter of Fiscal 2026”, 19 Aug 2026 (Exhibit 99.1). s29.q4cdn.com
Wolfspeed, “PowerMakers: How Wolfspeed’s Fayetteville Team Turns Silicon Carbide Expertise into Customer Momentum”, 28 Apr 2026. wolfspeed.com
Wolfspeed, press release announcing Chapter 11 filing, 30 June 2025; and “Wolfspeed’s Plan of Reorganization Confirmed”, 8 Sept 2025 (investor.wolfspeed.com).
Wolfspeed newsroom listing (wolfspeed.com/company/news-events/news/), latest item 15 Oct 2026. ↩ - Research assets inventory
ARA’s inventory of Arkansas research facilities, centers and awards, 11 October 2026. talent.arresearchhub.com ↩ - NSF Award Search: 5 active Arkansas NSF EPIIC capacity-building awards ($2.00M total: NWACC 2432716, Northark 2433180, ATU 2433152, UAPB 2433153, and SAU 2519896) and 16 Arkansas NSF ATE technician-education awards ($7.42M since FY2016 across 9 two-year colleges and the UA System, including UA-Pulaski Tech Grid Workforce Initiative 2600505). nsf.gov
NCES IPEDS 2024 Completions (c2024_a.csvandhd2024.csv): 19,450 sub-baccalaureate and associate credentials across Arkansas two-year colleges, including 6,769 in Health Professions (CIP 51) and 4,600 in industrial, maintenance, precision production, engineering technology, computing, and agriculture technician fields (CIP 47, 48, 15, 11, 49, 01). nces.ed.gov ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Selection screen scoring sheet
ARA’s October 2026 scoring sheet for the 28 candidates on the selection screen. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - Selected NAICS3344+3353 private manufacturing comparison, 2022-2025; supporting industry context, not all power electronics or packaging. talent.arresearchhub.com ↩
- Source-native freight, electricity, material-producing industry and clinical-location context with distinct populations. talent.arresearchhub.com ↩
- Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Research portfolio classes
ARA’s October 2026 classes and risks for 35 Arkansas research opportunities. talent.arresearchhub.com ↩
Bet 6 of 6
Caring for a rural state
Population and clinical health
More than four in ten Arkansans lived in rural communities in the 2020 Census, and the state’s clinical research sits in one city: 55% of all studies ever listing an Arkansas facility list Little Rock and no other Arkansas city. Site lists do not measure rural access.123
The researchers are in Little Rock too. UAMS holds 772 of the 1,133 health researchers in the October 2026 profile extract. The plan’s task is to take that expertise to rural clinics and regional campuses.45
Figure 13
Population and clinical health: Arkansas’s largest publication cohort and NIH award portfolio
Audited 2021–2025 publications by primary subfield and FY2021–2025 NIH RePORTER panels across six biomedical and clinical domains, alongside FY2026 center anchors and pharmaceutical BERD.
Population and clinical health: Arkansas's largest publication cohort and NIH award portfolio
NIH is the main federal sponsor: RePORTER records $71.1 million in parent-record fiscal-year awards in the population-health grouping during FY2021–2025. The NIH award domains the plan tracks are not a publication classification, so Figure 13 pairs each with its closest publication subfields.6
Several multi-year awards anchor the work. The renewed UAMS Translational Research Institute hub of the federal Clinical and Translational Science Awards program runs through June 2031, and the statewide Arkansas INBRE network (IDeA Networks of Biomedical Research Excellence) supports research outside Little Rock. Three of the Little Rock COBRE (Centers of Biomedical Research Excellence) centers face award transitions in 2027–2028.745
The plan pairs early-2027 continuity plans for the expiring center cores with outreach to UAPB, Arkansas State and UA Little Rock, and with rural delivery pilots designed with community providers. In a rural referral-access test, partners agree up front on the patient group, clinical service and follow-up window, then measure the share of referred patients who complete their visit. They record unknown outcomes and compare similar patients and clinics before claiming wider impact.8
| Move | Lead | By when |
|---|---|---|
| Continuity plans for the research-center cores, and the next-phase applications | UAMS and Arkansas Children’s Research Institute | January 2027 (microbial pathogenesis); before 30 June 2027 (pediatric); June 2027 (musculoskeletal) |
| Extend health research capacity to UAPB, Arkansas State and UA Little Rock | The statewide NIH network award and the steering committee | 2028-2030 |
| Validate a rural or digital mental-health consortium with a provider or community partner, using the existing Fayetteville-Little Rock behavioral-health community; the first step is agreeing the problem and data access with that partner | University of Arkansas and UAMS, with a provider partner | Problem and data-access decision 2027; first proposal 2028 |
| Bids to national health-services and prevention funders, paired with health data science | UAMS with the University of Arkansas | 2027-2029 |
| Form cross-campus teams under the team rule joining medical-imaging and computer-vision groups in Fayetteville and Little Rock | UAMS, the University of Arkansas and UA Little Rock | 2028 |
How we will know
Provider or community projects with agreed problem, access, protocol and adoption decision
BaselineBaseline: partner agreements due 2027
Source5
Supported pilots completing a predefined feasibility or implementation test
BaselineBaseline: endpoint defined with partners before launch
Source5
Research-center services continuing after award transitions
BaselineBaseline: service baseline and succession records due with the continuity decisions
Source5
Sources
9
- U.S. Census Bureau, “State-level 2020 and 2010 Census Urban and Rural Information” (State_Urban_Rural_Pop_2020_2010.xlsx), from the 2020 Census Urban and Rural Classification and Urban Area Criteria; and Census Bureau, “2020 Census Urban Areas Facts” (updated June 2023) for the US total. www2.census.gov ↩
- ClinicalTrials.gov API v2, Arkansas facility search, snapshot of 26 October 2026: 3,934 of 7,113 studies listing an Arkansas facility list Little Rock and no other Arkansas city. Site lists do not measure rural access or current enrollment. clinicaltrials.gov ↩
- Source-native freight, electricity, material-producing industry and clinical-location context with distinct populations. talent.arresearchhub.com ↩
- Selection screen scoring sheet
ARA’s October 2026 scoring sheet for the 28 candidates on the selection screen. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - NIH RePORTER FY2025–2026 records: UAMS Translational Research Institute CTSA Hub renewed (
UM1TR004909,K12TR004924,T32TR004918, $4.77M/yr through June 2031); ECHO ISPCTN Data Coordinating and Operations Center Cycle 1 at UAMS (U24OD024957, active through August 2027) and Cycle 2 awarded to University of Kansas Medical Center (U24OD038400, FY2025) alongside renewed Arkansas ECHO ISPCTN Clinical Site at ACHRI (UG1OD024945, $415.8k/yr through May 2030); 8 active Arkansas COBRE centers ($14.65M/yr in FY2026), Arkansas INBRE (P20GM103429, $4.04M/yr through April 2031), UAF Biomedical Research Facility construction (C06OD042704, $8.00M), and UAF Shared High-Memory GPU Cluster (S10OD040351, $348.8k). reporter.nih.gov ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩
ARA area 4 · Materials and industrial capability
Making more from steel and critical minerals
Better steel, qualified lithium products and more of the skilled work done in Arkansas
Mississippi County, which AEDC describes as the nation’s largest steel-producing county, is home to U.S. Steel’s Big River works and Nucor’s mills at Hickman and Blytheville. Under southern Arkansas, the Smackover brine is estimated by the USGS to hold 5.1–19.0 million metric tons of lithium in place. That is the lithium dissolved in the brine, not a measure of what can be recovered profitably.12
The research base is much smaller. Arkansas institutions published 451 materials-engineering papers in 2021–2025, and only about 5% of them joined two Arkansas institutions.34
The plan’s role is to fill the gaps that companies and their technology vendors are not already covering: independent measurement, open process questions, access for smaller firms and skills that serve several operators. In 2027, partners pick one steel-testing bottleneck to work on, define the lithium process and supplier problems that public research can best address, and compare battery-materials options with a buyer at the table. Larger investments follow only when those tests justify them.
8,900
private primary-metals manufacturing jobs in Arkansas in 20255
10%
employment growth in that industry from 2022 to 20255
Primary-metals manufacturing is a growing industrial anchor.6 Arkansas’s share of US company-funded R&D in primary metals in 2024 was about 10 times its share of all US company-funded R&D.7
Steel: a testing bottleneck first
The mills make flat-rolled and structural steels.8 A-State’s Center for Advanced Materials and Steel Manufacturing (CAMSM) is the natural home for that work. On 14 October 2026 the university announced a $2.1 million award from the National Institute of Standards and Technology to CAMSM for computing and simulation equipment. Dedicated steel-research space is planned for the third phase of CREST, a center A-State is developing with ASU-Newport and Arkansas Northeastern College. The plan counts equipment as capacity once it is installed, staffed and open to outside users.910
The first project is faster testing: shorten the time from receiving a sample to delivering a report the buyer accepts, once the local method has been shown to match the buyer’s own. If that works, A-State can bring producers, fabricators and researchers together on harder questions, such as how scrap chemistry affects a steel grade or whether better prediction can cut rejected material. Partners choose the problem and agree on a baseline. The first public project should solve a problem shared by more than one firm, complement company laboratories and protect company process data.
The University of Arkansas’s full-scale steel-connection testing at CEREC could link mill research to structural performance, once access and the right test standard are agreed. Merrill’s announced fabrication and coating plant in Osceola adds downstream questions, though it does not yet show operating demand.1112
Lithium: from resource to a product buyers accept
The opportunity lies in the “missing middle”: removing impurities, concentrating the lithium, converting it into battery chemicals and qualifying the product with customers. The proposed South West Arkansas project is designed to take brine all the way to battery-quality lithium carbonate. On 28 September 2026 its developer said the final investment decision was still ahead, with commercial production targeted for 2029.1314
In April 2026 Standard Lithium reported that its Arkansas demonstration plant had processed a million barrels of Smackover brine. Its joint venture, Smackover Lithium, has signed binding agreements to supply LG Energy Solution and Trafigura once commercial production begins. None of this gives universities use of the plant.15
Public research takes up what that leaves open. The nearer-term work is independent testing of purification and conversion on representative brine, taken through to a buyer’s specification, and a supplier study of which services local firms could qualify to provide. The study starts from needs already identified by LiTHIUMWORKS, the Arkansas Lithium Technology Accelerator (ALTA), the Lithium Regional Innovation Cluster and the operators. ALTA, developed by the University of Arkansas, the Venture Center and Standard Lithium, is the existing channel to operators.1617 South Arkansas’s bromine industry, which has worked with brine for more than half a century, may add handling experience.18
The second piece is a battery-materials feasibility study with a buyer involved. It asks which precursor or cathode-material step could plausibly locate in Arkansas, and compares that with supplying manufacturers elsewhere while keeping testing and process services here.
Southern Arkansas University (SAU) has the LiTHIUMLEARNS program and ExxonMobil-sponsored direct-extraction research, and the University of Arkansas has membrane and separation laboratories. They are not yet a shared pilot line or a complete team.192021
Other critical minerals join the portfolio where the evidence supports them. UA Little Rock’s vanadium cathode research with US Vanadium, and the company’s high-purity vanadium processing in Hot Springs, give Arkansas a foothold in refining and materials performance, though they do not show a new recoverable ore reserve.22
Gates and shared ground
Both missions can share access arrangements, data governance and analytical standards.
| Connection across the plan | Steel question to test | Lithium and critical-minerals question to test |
|---|---|---|
| Materials and process science | Chemistry, heat treatment, forming, joining and product life | Selective separation, purification, corrosion and consistent product quality |
| Power and industrial computing | Furnace load, power quality and process control | Reliable process power, equipment monitoring and control from extraction to conversion |
| Supply chain and freight | Scrap sourcing, feed quality and qualified downstream suppliers | Reagents, equipment, product traceability and dependable routes to customers |
| Water and people | Water reuse, residue handling and technicians to run tests | Brine and freshwater balances, reinjection compatibility and chemical-process technicians |
They compete through the capability-building route set out in Part V. The plan proposes A-State as convenor for steel, and SAU with University of Arkansas process researchers for lithium, working with AEDC on suppliers and markets; each convenor confirms its role before work starts.
| Stage | Evidence needed to move on | Decision date |
|---|---|---|
| Scope the problems | Unfunded steel and lithium problem briefs; selection criteria; a gap register separating what companies, vendors and existing public programs already do from the proposed new research | March 2027 |
| Validate briefs and discovery scope | After consultation: adopt the route and discovery ceiling; confirm operator and customer need, a lead, the access needed for the funded scope, costed operations, partner contributions and data/IP terms | June 2027 |
| Compare battery-materials options | UA process researchers, SAU and ALTA partners invited to prepare a precursor/cathode feasibility brief with a buyer: process options, suitable feed, sample-testing plan, costs, site needs and the Arkansas work involved | September 2027 |
| Authorize a bounded test | Independent feasibility review; agreed technical and environmental baselines; product specification, success measure, spending ceiling and stop conditions | January 2028 |
| Review first results | Steel: a buyer-accepted faster testing method or a comparable production improvement. Lithium: repeat-cycle results with independent quality and resource-use data. Discovery and feasibility: the agreed decision brief | First annual review after launch, March 2029 |
| Expand selectively | Repeat customers or a qualified product, a sustainable operator and evidence that more capacity is worth the cost | 2030 review; 2032 outcome assessment |
Any field pilot sets out environmental monitoring and corrective actions suited to its scale, with freshwater withdrawal and consumption reported separately.
By June 2027, host institutions confirm which researchers and instruments are available and select a separate cross-campus materials project (Part IV lists the proposed leads).23
Steel is measured by faster buyer-accepted reports. Lithium is measured by end-to-end recovery with independently measured impurities, uptime, and water and reagent use. Both count Arkansas supplier contracts, repeat users of testing services and retained technical staff, against baselines agreed before each project launches.
Sources
23
- Merrill Steel Locates New Steel Manufacturing Facility in Osceola, Arkansas (2025-08-20). AEDC identifies Mississippi County as America’s top steel-producing county and announces Merrill’s proposed Osceola structural-steel fabrication and coating facility. The company cites proximity to raw steel among its location reasons. The county rank is a state/governor characterization, not an independently reconstructed county-production ranking. The announcement does not verify that Merrill subsequently began production; investment and hiring figures are forecasts. Accessed 2026-10-30. arkansasedc.com ↩
- Lithium resource in the Smackover Formation brines of southern Arkansas (2024-12-18). USGS estimates 5.1–19.0 million metric tons of in-place lithium; its technical fact sheet explicitly excludes technical and economic recovery feasibility. Regional model and porosity assumptions carry substantial uncertainty; not recoverable reserves or project-specific proof. Full official USGS abstract explicitly confirms the distinction; publication page dated December 18, 2024. usgs.gov ↩
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Primary-metals employment note
Bureau of Labor Statistics QCEW employment in Arkansas primary metals manufacturing, 2025 annual average. talent.arresearchhub.com ↩ - BLS QCEW, 2025 annual average, private primary metals, NAICS2022 331; same-classification growth from 2022. talent.arresearchhub.com ↩
- NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - The Next Generation of American Steelmaking is BIG and Well Underway (2025-12-15). U.S. Steel describes completed Big River 2 expansion, combined production capacity of roughly six million tons annually, and existing galvanizing, painting and non-grain-oriented electrical-steel capabilities. It describes ongoing automotive-grade and processing improvements. Capacity is not actual annual output. Non-grain-oriented electrical steel is distinct from grain-oriented transformer steel, and product availability does not establish an Arkansas motor or transformer manufacturing cluster. Accessed 2026-10-30. ussteel.com
Nucor 2025 Annual Report (undated; read 30 October 2026). Nucor lists an operating flat-rolled steel facility in Hickman and structural steel in Blytheville; Nucor-Yamato makes wide-flange beams, pilings and high-strength low-alloy structural products. Companywide or combined-mill capacity is not Arkansas plant capacity. Exact publication day was not established in this review. PDF properties table is page 59; structural-mills discussion is page 16. Accessed 2026-10-30. sec.gov ↩ - A-State Secures $2.1 Million Federal Award for AI-Driven Steel Research (2026-10-14). A-State reports a $2.1 million NIST award for CAMSM under Drew Fleming, with Yeonsang Hwang, Rajesh Sharma and Mohammadreza Daroonparvar. Planned resources are GPU computing, a Gleeble 3800 thermomechanical simulator and Thermo-Calc libraries supporting materials design and processing research. The release does not verify commissioning, operating funds, external-user terms or an accepted mill research agreement. This FY2026 announcement falls outside the plan’s historical FY2021–2025 award cohort and must remain separately labeled. Accessed 2026-10-30. astate.edu
Congress Approves $10 Million Request by Senator Boozman to Support Center for Advanced Materials and Steel Manufacturing (2024-03-15). A-State announces a $10 million congressional appropriation toward CAMSM. Planned functions include mechanical-property testing, diffraction and microscopy, computational materials work and AI; the announcement identifies testing-related transport and shipment delays as an industry problem. An appropriation and announced laboratory scope do not establish installed equipment, accreditation, service capacity or accepted industry access. The capital amount is not annual R&D expenditure. Accessed 2026-10-30. astate.edu
Arkansas State University Research: Research Centers & Institutes (undated; read 30 October 2026). The university research page lists the Center for Advanced Materials & Steel Manufacturing and describes it as coming soon. Undated page; its wording is consistent with development but cannot resolve the operating status of individual instruments. Use the dated award announcement for precise claims. astate.edu ↩ - Phase One Underway at CREST Center; Construction Celebration in October (2026-10-13). A-State describes CREST with ASU-Newport and Arkansas Northeastern College. Phase one supports technical workforce education; dedicated CAMSM advanced steel space is planned for phase three. Future space does not establish commissioned research facilities; current activities can precede the later building phase. astate.edu ↩
- U of A Engineering Researchers Push Steel to Breaking Point in Earthquake Simulation (2025-10-29). UArk reports an AISC full-scale steel connection test at CEREC, led by Gary Prinz. The facility includes metallurgy and materials-testing laboratories. Existing structural-testing competence does not establish open service capacity, accreditation for every product or permission to use a supplier’s results for customer certification. The article’s test-day description is internally awkward; use the publication date and documented demonstration, not inferred event chronology. Accessed 2026-10-30. news.uark.edu ↩
- Merrill Steel Locates New Steel Manufacturing Facility in Osceola, Arkansas (2025-08-20). AEDC identifies Mississippi County as America’s top steel-producing county and announces Merrill’s proposed Osceola structural-steel fabrication and coating facility. The company cites proximity to raw steel among its location reasons. The county rank is a state/governor characterization, not an independently reconstructed county-production ranking. The announcement does not verify that Merrill subsequently began production; investment and hiring figures are forecasts. Accessed 2026-10-30. arkansasedc.com ↩
- DOE/EA-2304: Final Environmental Assessment (May 2026) (2026-05-13). DOE describes an integrated brine extraction, lithium recovery, carbonate conversion and reinjection project, with nominal proposed output of 22,500 metric tons/year. A final environmental assessment describes the proposal and impacts; it does not establish construction completion or production. energy.gov ↩
- Smackover Lithium Exceeds Targeted Customer Offtake Volumes for South West Arkansas Project (2026-09-28). Developer reports completed offtake workstream, with debt financing and final investment decision still ahead; targets FID later in 2026 and commercial production in 2029. Trafigura may take up to 4,000 additional tonnes/year at the producer’s election. Company forward-looking targets, not guaranteed production. Total possible 20,000 tonnes/year includes optional volume, above 16,000 tonnes/year original base commitments. standardlithium.com ↩
- Standard Lithium Reaches Major Operational Milestones at Arkansas Demonstration Plant (2026-04-22). Company SEC exhibit reports one million barrels of real-time Smackover brine processed and 15,000 DLE cycles at its Arkansas demonstration plant. Demonstration experience is not commercial carbonate sales or a right for universities to use the plant. sec.gov
Smackover Lithium Signs Binding Customer Offtake with LG Energy Solution for the South West Arkansas Project (2026-08-31). LG Energy Solution agreement covers 8,000 tonnes/year of battery-quality lithium carbonate for ten years from commercial production. Price and key commercial terms confidential; a buyer relationship does not establish a battery manufacturing plant in Arkansas. standardlithium.com
Smackover Lithium Exceeds Targeted Customer Offtake Volumes for South West Arkansas Project (2026-09-28). Developer reports completed offtake workstream, with debt financing and final investment decision still ahead; targets FID later in 2026 and commercial production in 2029. Trafigura may take up to 4,000 additional tonnes/year at the producer’s election. Company forward-looking targets, not guaranteed production. Total possible 20,000 tonnes/year includes optional volume, above 16,000 tonnes/year original base commitments. standardlithium.com
Standard Lithium partnerships — Aquatech (undated; read 30 October 2026). Company identifies licensed Li-Pro LSS technology, performance guarantees, regional exclusivity and September 2025 transfer from Koch Technology Solutions to Aquatech. Exclusivity and IP terms limit what public shared research can use; the page grants no open technology access. standardlithium.com ↩ - U of A Partners to Accelerate Arkansas Lithium Innovation (2025-10-08). U of A, Venture Center and Standard Lithium developed ALTA; university reports a first cohort and names Erik Pollock and isotope/trace-element laboratory roles. Startup visits and accelerator activity do not establish retained production, signed facility access or commercial success. news.uark.edu
The Venture Center, Standard Lithium and University of Arkansas Open Applications for 2026 Arkansas Lithium Technology Accelerator (2026-02-17). Program operator describes its partnership with Standard Lithium and U of A, 2025 cohorts, and coverage of processing, materials, recycling, manufacturing and enabling technologies. Program participation is not evidence of an Arkansas factory, commercial sale, local employment or accepted participation in this plan. venturecenter.co ↩ - LiTHIUMLEARNS and LiTHIUMWORKS (undated; read 30 October 2026). Regional program identifies SAU, Venture Center, Apprenticely, SAU Tech, South Arkansas College and UA Hope-Texarkana as partners in education, workforce and supply-chain development. The page does not define each partner’s role. lilearnsliworks.com
SBA Targeted support and services — Lithium Regional Innovation Cluster (undated; read 30 October 2026). SBA directory includes the Lithium Regional Innovation Cluster managed by Startup Junkie Consulting. Directory listing establishes channel existence, not research facility access or confirmed funding for the proposed plan. sba.gov ↩ - Magnolia Production & Extraction (undated; read 30 October 2026). Albemarle describes over 55 years of Magnolia bromine/brine operations and DLE piloting begun in 2024. The page shows no Arkansas commercial lithium production; bromine output is not lithium output. albemarle.com ↩
- Southern Arkansas University hosts ribbon cutting for LiTHIUMLEARNS initiative (2025-09). SAU reports September 9, 2025 opening of LiTHIUMLEARNS dedicated space and partnerships with regional education and industry organizations. A workforce space is not by itself an independent pilot plant or evidence of agreed plan responsibilities. saumag.edu ↩
- Growing Low Carbon Solutions — 2026 Advancing Climate Solutions (2026-05). ExxonMobil reports battery-grade carbonate production in a Texas pilot using Arkansas brine, an ambition to supply North American carbonate in the first half of the 2030s, and sponsored SAU DLE research with equipment and technical support. Texas pilot is not Arkansas commercial processing. Timelines and impact claims are corporate projections; older 2027/2030 marketing targets are not the current basis. corporate.exxonmobil.com ↩
- Membrane Research Laboratory — University of Arkansas, Fayetteville (undated; read 30 October 2026). Laboratory led by Ranil Wickramasinghe and Xianghong Qian studies membrane separations, purification, water treatment and membrane materials. The page does not establish staff time, equipment suitability or access for lithium projects. membranelab.uark.edu
Critical Materials Separation Lab — University of Arkansas (undated; read 30 October 2026). Chemical engineering group combines molecular modeling, experiments and spectroscopy to study critical-material/rare-earth separations. Does not establish Arkansas rare-earth reserves or a commercial separation line. cmsep.uark.edu
U of A to Play Vital Role in State’s Lithium Economy (2025-12-03). University describes geoscience, supply-chain, materials and separation-science strengths and identifies researchers Christopher Liner, John Shaw, Jamie Hestekin and Xiangbo Meng. The plan cites it for named people and facilities only; current company disclosures and USGS resource definitions supersede its commercial-start and resource wording. news.uark.edu ↩ - UA Little Rock Chemistry Professor Awarded ARA Impact Grant to Advance High-Energy Battery Research (2025-07-21). Noureen Siraj received $34,250 ARA Impact funding for V2O5-PNDC composite cathode research with US Vanadium as industry partner; university describes its battery laboratory. Proof of a specific research connection, not commercial cathode production or buyer qualification. ualr.edu
VOX10.5 vanadyl oxalate solution product specification (2025-02-11). Dated US Vanadium specification describes high-purity vanadyl oxalate made at its ISO 9001:2015-certified Hot Springs facility and lists impurity limits. Product specification is manufacturer evidence; it does not disclose current output, margins or amount sourced from Arkansas ores. usvanadium.com
Mineral Commodity Summaries 2026 — Vanadium (2026-02-06). USGS records secondary vanadium production in Arkansas and other states from materials such as residues, spent catalysts and utility ash. Metallurgical uses account for over 90% of domestic reported vanadium consumption in 2025. National figures should not be attributed to Arkansas firms; secondary processing does not imply active local ore mining. pubs.usgs.gov ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩
Part IV
The bridge across 2027-28
Decisions on services and staff before the awards end
Some awards continue past their end dates: NIH centers can apply for a next phase, as the pediatric center plans to, and NSF EPSCoR’s E-CORE and E-RISE awards can be renewed for up to four and three years.1 For each award, the host institution settles which services continue, who operates them and how they are funded while the award is still running.
The six major awards that support shared research capabilities across the state, described in Part I, end between 30 April 2027 and 31 January 2028. This plan takes effect by 31 May 2027, so it is in force for all but the first of those end dates. An interim action register tracks each host’s service plan and the Jurisdictional Steering Committee’s (JSC) decision against the deadlines below.2
Figure 14
The continuity calendar: every expiring award paired with its advance decision date
Scheduled award end dates and the six-month advance review window, January 2027 to January 2028.
Timeline from October 2026 to mid-2028 with five rows. Stage 1: decide a continuity plan for the microbial pathogenesis center's cores by January 2027; the center ends 30 April 2027. Stage 2: decide operating models for DART's data-science work, MonArk and MUSiC by March 2027; they end 30 June, 31 August and 30 September 2027. Stage 2a: by 31 March 2027, if NSF has not confirmed the office model in writing, ask for a DART transition supplement. Stage 3: apply for the pediatric research center's next phase before it ends on 30 June 2027. Stage 4: plan for the musculoskeletal center by June 2027; it ends 31 January 2028. A line marks the plan's target effective date, 31 May 2027, after the first three stages and before most awards end.
| Stage | Decision | Decide by |
|---|---|---|
| 1 | Continuity plan for the cores of the microbial pathogenesis center, which ends 30 April 2027 | January 2027 |
| 2 | Operating models and hand-off plans for DART’s data-science work, MonArk and MUSiC | March 2027 |
| 2a | If NSF has not confirmed in writing that AR-NETWORK’s administrative core may take on the state EPSCoR office’s work, AEDC asks NSF for a one-time transition supplement on DART of up to $700,000 for up to 12 months. The route is open only while DART is in its final year and only if its unliquidated balance is under $1 million | 31 March 2027 |
| 3 | Next-phase application for the pediatric research center, which ends 30 June 2027 | Before 30 June 2027 |
| 4 | Plan for the musculoskeletal disease center, which ends 31 January 2028 | June 2027 |
The state EPSCoR office prepares each continuity package with the host institutions, and the JSC makes the formal recommendation.
Other awards end in the same window but are not among the six: an NIH minority health research center on 30 June 2027, a multi-state biomanufacturing team award on 31 July 2027, and an industry-university electronics center on 31 August 2027.67 Four of the five NSF EPIIC capacity-building awards held by Arkansas institutions also end on 31 August 2027: the two at two-year colleges, NorthWest Arkansas Community College (2432716, CREATE) and North Arkansas College (2433180, ADAPT), and those at Arkansas Tech University (2433152) and the University of Arkansas at Pine Bluff (UAPB) (2433153, CAP-M2). Southern Arkansas University’s EPIIC award (2519896, SPARK) runs through 30 September 2028.89 The JSC decides at its first meeting whether to add these awards to the bridge schedule.
For every award on the bridge, the register records the decision, essential services, responsible operator, status of successor bids and confirmed funding. Twelve months later, hosts report which services remain open and any interruptions. A submitted grant proposal or a headline award total does not count as proof that a service will continue.2
Starting steel and lithium
Steel and lithium planning runs on the same 2027 register, with its own decisions and funding. Arkansas State University’s steel-equipment award and Southern Arkansas University’s lithium activity are starting assets, not a permanent operating budget.1011 New discovery work does not draw on funds needed to sustain an expiring core, and a capital award is not counted a second time as money for people and services. The JSC decides on operators, funding and a bounded test in January 2028.
Sources
11
- NSF EPSCoR program rules
ARA’s summary of NSF EPSCoR program rules, solicitations and deadlines, October 2026. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Arkansas EPSCoR fact inventory
ARA’s October 2026 inventory of Arkansas EPSCoR facts, including the 2024 plan and NSF award terms. talent.arresearchhub.com ↩ - Research assets inventory
ARA’s inventory of Arkansas research facilities, centers and awards, 11 October 2026. talent.arresearchhub.com ↩ - NSF EPSCoR award records for Arkansas
NSF Award API records of Arkansas’s EPSCoR awards, retrieved 11 October 2026. talent.arresearchhub.com ↩ - NSF Award Search: 5 active Arkansas NSF EPIIC capacity-building awards ($2.00M total: NWACC 2432716, Northark 2433180, ATU 2433152, UAPB 2433153, and SAU 2519896) and 16 Arkansas NSF ATE technician-education awards ($7.42M since FY2016 across 9 two-year colleges and the UA System, including UA-Pulaski Tech Grid Workforce Initiative 2600505). nsf.gov
NCES IPEDS 2024 Completions (c2024_a.csvandhd2024.csv): 19,450 sub-baccalaureate and associate credentials across Arkansas two-year colleges, including 6,769 in Health Professions (CIP 51) and 4,600 in industrial, maintenance, precision production, engineering technology, computing, and agriculture technician fields (CIP 47, 48, 15, 11, 49, 01). nces.ed.gov ↩ - Federal place-based awards in Arkansas
ARA’s inventory of federal place-based awards involving Arkansas, 11 October 2026. talent.arresearchhub.com ↩ - A-State Secures $2.1 Million Federal Award for AI-Driven Steel Research (2026-10-14). A-State reports a $2.1 million NIST award for CAMSM under Drew Fleming, with Yeonsang Hwang, Rajesh Sharma and Mohammadreza Daroonparvar. Planned resources are GPU computing, a Gleeble 3800 thermomechanical simulator and Thermo-Calc libraries supporting materials design and processing research. The release does not verify commissioning, operating funds, external-user terms or an accepted mill research agreement. This FY2026 announcement falls outside the plan’s historical FY2021–2025 award cohort and must remain separately labeled. Accessed 2026-10-30. astate.edu
Congress Approves $10 Million Request by Senator Boozman to Support Center for Advanced Materials and Steel Manufacturing (2024-03-15). A-State announces a $10 million congressional appropriation toward CAMSM. Planned functions include mechanical-property testing, diffraction and microscopy, computational materials work and AI; the announcement identifies testing-related transport and shipment delays as an industry problem. An appropriation and announced laboratory scope do not establish installed equipment, accreditation, service capacity or accepted industry access. The capital amount is not annual R&D expenditure. Accessed 2026-10-30. astate.edu
Arkansas State University Research: Research Centers & Institutes (undated; read 30 October 2026). The university research page lists the Center for Advanced Materials & Steel Manufacturing and describes it as coming soon. Undated page; its wording is consistent with development but cannot resolve the operating status of individual instruments. Use the dated award announcement for precise claims. astate.edu ↩ - Growing Low Carbon Solutions — 2026 Advancing Climate Solutions (2026-05). ExxonMobil reports battery-grade carbonate production in a Texas pilot using Arkansas brine, an ambition to supply North American carbonate in the first half of the 2030s, and sponsored SAU DLE research with equipment and technical support. Texas pilot is not Arkansas commercial processing. Timelines and impact claims are corporate projections; older 2027/2030 marketing targets are not the current basis. corporate.exxonmobil.com ↩
Part IV
Capabilities across the seven areas
AI/ML, data analytics and cybersecurity, shared facilities, materials and people statewide
Many of Arkansas’s cross-campus research partnerships depend on a single researcher and could vanish when that person moves or retires.12 Shared capacity lasts longer. Any researcher at an Arkansas public university can run jobs on the state’s high-performance computing center in Fayetteville, mostly free of charge, which gives regional and undergraduate campuses a way into projects they could not equip alone.3 The same idea runs through this chapter: analytical methods, specialized instruments and multi-campus teams shared across all seven growth areas.
AI/ML, data analytics and cybersecurity
TEConomy identified Data Science & Machine Learning Applications and Cyber-Physical Systems & Security as enabling capabilities across the entire portfolio, supporting predictive modeling, sensor networks, data provenance, privacy and secure operations.4
Analytical methods already appear across Arkansas technical fields: a U.S. Patent and Trademark Office (USPTO) classification model flags AI-related methods in roughly 22–30% of utility patents granted to Arkansas inventors in 2015–2023, depending on the model threshold.5 Business use is lower. In pooled Census business surveys from November 2025 to February 2026, about 12% of Arkansas employer businesses reported using AI in any business function, against 18% nationally. The two sources cover different populations.6
Most Arkansas businesses not planning to use AI in the next six months said it did not apply to their work. About 22% cited privacy or security concerns, and as many cited not knowing what AI can do; respondents could give more than one reason.1 The plan helps employers test where analytics fits their operations and secure their data first, and ties new university AI faculty hires to verified project gaps instead of general hiring targets.
| ARA area | Proposed use of AI/ML and data analytics | Cybersecurity and data requirement |
|---|---|---|
| Population Health Innovations and Clinical Research | Clinical prediction and evaluation of care delivery | Consented access, privacy and secure clinical data |
| Power Electronics, Advanced Packaging, and Grid Management Systems | Device diagnostics, predictive maintenance and control | Secure connected controls and test-data integrity |
| Next Generation Transportation and Logistics Systems | Routing, fleet planning and autonomy evaluation | Secure fleet, vehicle and operational data |
| Materials Engineering Applications | Property prediction, experimental design and image analysis | Research-data provenance and protection of partner information |
| Precision Agriculture | Sensing, crop prediction and irrigation decisions | Farm-data permissions and secure field sensors |
| Food Production and Integrative Health | Food safety, process analytics and traceability | Reliable production records and protected partner data |
| Supply Chain, Retail, and Consumer Analytics | Demand forecasting, operational decisions and consumer analytics | Commercial-data security and consumer privacy |
Computer-vision papers already come from several Arkansas campuses, and co-authorship records link computing groups with health researchers. Publication records miss smaller and proprietary collaborations and cannot show who has time to join a project, so each proposed team verifies its methods, data permissions and security controls before work starts.91011
Materials and shared facilities
Materials Engineering Applications links steel, lithium and critical-minerals processing with power electronics and health. By June 2027, host campuses confirm who in the existing multi-campus materials and biomedical community is available, select a separate cross-area materials project, and confirm access to fabrication, characterization and biological facilities before any joint application.1012
Past federal awards and campus facilities have supported applied materials work. A cellulose-nanocrystal patent cites Arkansas’s NSF EPSCoR ASSET III award, and a semiconductor patent assigned to the University of Arkansas trustees and Silicon Solar Solutions cites an NSF SBIR grant to the company. Neither is evidence of current licensing or commercial production.13
A directory listing does not mean an outside researcher can use the instrument. Hosts of MUSiC, the NIH quantitative-proteomics resource, the high-performance computing center and ARA’s Core Facilities Exchange publish clear access terms and log completed external projects, repeat users, wait times and active users by institution type.312 By March 2027, ARA and NSF confirm whether AR-NETWORK already has a facilities and infrastructure core.
People statewide
Research capacity across Arkansas depends on every tier of higher education. The University of Arkansas at Pine Bluff (UAPB) anchors aquaculture and takes part across the new EPSCoR awards; regional universities contribute to agriculture, computing, materials and engineering; and Philander Smith, Arkansas Baptist and Shorter College are named outreach partners.14
Two-year colleges build the technician pathways. Arkansas two-year colleges and the UA System have received 16 NSF Advanced Technological Education (ATE) awards since FY2016. In the 2024 federal Integrated Postsecondary Education Data System (IPEDS) completions file, Arkansas two-year colleges awarded 19,450 sub-baccalaureate and associate credentials, including Health Professions and technical fields led by industrial maintenance, precision production and transportation. Black River Technical College, ASU-Newport and ASU-Beebe awarded the most technical credentials.151617 Degree counts alone do not prove unmet employer demand, so campuses and college partners review existing computing, engineering and technician programs before launching new courses or faculty hires.1
Figure 15
Multi-institution research ties and statewide campus participation
Cross-institutional collaboration structure across 577 historical research ties, paired with statewide campus, two-year college ATE/IPEDS and EPIIC capacity networks.
Multi-institution research ties and statewide campus participation
The plan’s team rule requires at least three institutions and two researchers at each. Headcount alone does not guarantee continuity, so teams also agree on shared work packages, name a second active contact at every campus and document handovers.1212
The cross-area materials project selected in June 2027 is separate from any decision to authorize steel or lithium pilots. A full project for either must meet the team rule or receive an independently reviewed amendment, published before it is authorized. The plan does not assume either specialist team exists yet.
| Move | Lead | By when |
|---|---|---|
| A proposal-development cohort, informed by field- and program-specific submissions and review outcomes | AR-NETWORK with campus research offices | From 2027 |
| Validate an applied AI/ML, analytics and cybersecurity capability map for every growth area, including data access and a delivery lead | Partner campuses with ARA; an industry or public user confirms the map | March 2027 |
| A cross-campus AI-in-agriculture team with a field partner and an agreed test | Division of Agriculture, Arkansas State, Southern Arkansas, UAPB and campus computing groups | 2028 |
| Two or three applied-AI hires shared with food and health, subject to a verified capability gap | University of Arkansas, UA Little Rock and UAMS | 2028-2031 |
| Confirm who in the existing materials and biomedical community is available, and select a cross-area pilot | Arkansas State, University of Arkansas, UA Little Rock and UAMS | June 2027 |
| Continuity plans for two-year capacity work and DART’s data-science services | Participating colleges; state EPSCoR office and committee | June 2027; DART decision March 2027 |
| At least one verified technician pathway in every application, starting with silicon carbide | Steering committee with two-year colleges | From 2028 |
| A successor decision on the edge-AI team with Alabama and North Dakota | University of Arkansas and UA Little Rock consortium | Before March 2028 |
| First facility usage-log export and agreed access measures | Facility hosts with the state EPSCoR office | June 2027 |
Specialist teams for steel and lithium
The first capability map for the two materials missions identifies available metallurgists and process engineers, analytical chemists, separation and corrosion researchers, reservoir and water specialists, controls engineers and technicians. It separates current staff, funded recruitment, outside partners and missing skills. Arkansas State University’s planned steel tools, Southern Arkansas University’s lithium work and University of Arkansas separation research are complementary starting points, and the map records their access and availability.202122 Where a needed specialty is absent, a time-limited external research partner may serve better than an instrument without an operator.
Regional colleges help define paid work-based pathways with steel producers in the northeast and chemical processors in the south. Enrollment counts as an input; the outcomes measured are completion of an agreed technical task, employment and continued participation in Arkansas. New hires and facilities follow a validated gap and a funded operating plan. Each shared-service agreement names the operator, technician support, sample acceptance, charges, turnaround time and arrangements for smaller firms.
Sources
22
- Conditional BTOS AI barriers; IPEDS programs/credentials; source projections; incomplete frozen network aggregates. talent.arresearchhub.com ↩
- Collaboration resilience analysis
ARA’s analysis of how much Arkansas research collaboration depends on single researcher pairs, 2021-2025. talent.arresearchhub.com ↩ - Research assets findings
ARA’s October 2026 findings on Arkansas research facilities and their access terms. talent.arresearchhub.com ↩ - TEConomy growth opportunity areas
ARA’s summary of TEConomy Partners’ assessment for ARA, which defines the seven growth opportunity areas. talent.arresearchhub.com ↩ - Historical AIPD model flags: 838–1,146 of 3,858 eligible utility grants dated 2015–2023; threshold sensitivity, not current business adoption. talent.arresearchhub.com ↩
- Census BTOS AI supplement, pooled November17 2025-February8 2026; employer businesses, statewide; Arkansas standard error 0.94 percentage points. talent.arresearchhub.com ↩
- Enabling capabilities map
ARA’s October 2026 map of AI/ML, data analytics and cybersecurity across the seven growth areas. talent.arresearchhub.com ↩ - Partner demand register
ARA’s October 2026 register of the partner problems and access each application needs. talent.arresearchhub.com ↩ - Historical research momentum by subfield
ARA’s October 2026 table of historical publication growth by area and subfield. talent.arresearchhub.com ↩ - Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Selected patent acknowledgments linked to official NSF SBIR and Arkansas EPSCoR ASSET III award records; no commercial or causal outcome established. talent.arresearchhub.com ↩
- Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - NSF Award Search: 5 active Arkansas NSF EPIIC capacity-building awards ($2.00M total: NWACC 2432716, Northark 2433180, ATU 2433152, UAPB 2433153, and SAU 2519896) and 16 Arkansas NSF ATE technician-education awards ($7.42M since FY2016 across 9 two-year colleges and the UA System, including UA-Pulaski Tech Grid Workforce Initiative 2600505). nsf.gov
NCES IPEDS 2024 Completions (c2024_a.csvandhd2024.csv): 19,450 sub-baccalaureate and associate credentials across Arkansas two-year colleges, including 6,769 in Health Professions (CIP 51) and 4,600 in industrial, maintenance, precision production, engineering technology, computing, and agriculture technician fields (CIP 47, 48, 15, 11, 49, 01). nces.ed.gov ↩ - Arkansas EPSCoR jurisdiction record
ARA’s October 2026 record of Arkansas’s EPSCoR awards, 2024 plan and approver. talent.arresearchhub.com ↩ - Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - NSF EPSCoR award records for Arkansas
NSF Award API records of Arkansas’s EPSCoR awards, retrieved 11 October 2026. talent.arresearchhub.com ↩ - Federal place-based awards in Arkansas
ARA’s inventory of federal place-based awards involving Arkansas, 11 October 2026. talent.arresearchhub.com ↩ - A-State Secures $2.1 Million Federal Award for AI-Driven Steel Research (2026-10-14). A-State reports a $2.1 million NIST award for CAMSM under Drew Fleming, with Yeonsang Hwang, Rajesh Sharma and Mohammadreza Daroonparvar. Planned resources are GPU computing, a Gleeble 3800 thermomechanical simulator and Thermo-Calc libraries supporting materials design and processing research. The release does not verify commissioning, operating funds, external-user terms or an accepted mill research agreement. This FY2026 announcement falls outside the plan’s historical FY2021–2025 award cohort and must remain separately labeled. Accessed 2026-10-30. astate.edu
Congress Approves $10 Million Request by Senator Boozman to Support Center for Advanced Materials and Steel Manufacturing (2024-03-15). A-State announces a $10 million congressional appropriation toward CAMSM. Planned functions include mechanical-property testing, diffraction and microscopy, computational materials work and AI; the announcement identifies testing-related transport and shipment delays as an industry problem. An appropriation and announced laboratory scope do not establish installed equipment, accreditation, service capacity or accepted industry access. The capital amount is not annual R&D expenditure. Accessed 2026-10-30. astate.edu
Arkansas State University Research: Research Centers & Institutes (undated; read 30 October 2026). The university research page lists the Center for Advanced Materials & Steel Manufacturing and describes it as coming soon. Undated page; its wording is consistent with development but cannot resolve the operating status of individual instruments. Use the dated award announcement for precise claims. astate.edu ↩ - Growing Low Carbon Solutions — 2026 Advancing Climate Solutions (2026-05). ExxonMobil reports battery-grade carbonate production in a Texas pilot using Arkansas brine, an ambition to supply North American carbonate in the first half of the 2030s, and sponsored SAU DLE research with equipment and technical support. Texas pilot is not Arkansas commercial processing. Timelines and impact claims are corporate projections; older 2027/2030 marketing targets are not the current basis. corporate.exxonmobil.com ↩
- Membrane Research Laboratory — University of Arkansas, Fayetteville (undated; read 30 October 2026). Laboratory led by Ranil Wickramasinghe and Xianghong Qian studies membrane separations, purification, water treatment and membrane materials. The page does not establish staff time, equipment suitability or access for lithium projects. membranelab.uark.edu
Critical Materials Separation Lab — University of Arkansas (undated; read 30 October 2026). Chemical engineering group combines molecular modeling, experiments and spectroscopy to study critical-material/rare-earth separations. Does not establish Arkansas rare-earth reserves or a commercial separation line. cmsep.uark.edu
U of A to Play Vital Role in State’s Lithium Economy (2025-12-03). University describes geoscience, supply-chain, materials and separation-science strengths and identifies researchers Christopher Liner, John Shaw, Jamie Hestekin and Xiangbo Meng. The plan cites it for named people and facilities only; current company disclosures and USGS resource definitions supersede its commercial-start and resource wording. news.uark.edu ↩
Part V
How we chose
The selection rule and how it was tested
Six applications made the list, and they did not all get there the same way. The plan takes the seven growth areas TEConomy Partners identified for ARA as fixed, and tests which narrower research applications inside them are ready to deliver. Twenty-eight candidates, including subtopics, alternative field definitions and shared capabilities, faced four tests: research output (T1), major federal anchor grants (T2), provisional alignment with state economic sectors (T3), and how often peer EPSCoR plans headline the theme (T4).123
Figure 16
How 28 candidates fared against the four screening tests
Historical four-test screen, shown before publication-based cells are rescored; final application choices await updated benchmarks and independent scoring.
How 28 candidates fared against the four screening tests
Passing any two tests admitted twelve candidates. Requiring at least two of those passes to rest on strong or moderate evidence left six.45 Food, crops, power and supply chain qualify under every single-test change examined. Freight drops out if federal anchors or economic alignment is removed; health drops out without federal anchors or if three passes are required.657 Steel and lithium did not pass the screen and follow a separate route with a review before each stage, described below.
The Jurisdictional Steering Committee (JSC) adopts the selection rule in January 2027. An independent scorer outside ARA rescores every candidate against updated publication benchmarks in February 2027, and the JSC decides the application set in March 2027; the six are the working set until that vote.8
What the screen can and cannot say
A crosswalk accounts for all 35 opportunities in the background strengths dossier, showing which were scored directly, grouped with a topic, or kept unscored.9
A local company headquarters or an AEDC sector label does not show that an employer wants a specific research project, and a theme few peer plans headline gives Arkansas no competitive edge. A Tier A or B grade describes only how a candidate scored on the screen..5
The federal-anchor test and the evidence-quality tie-breaker were added after early data had been seen. The plan therefore dates and freezes the rule before scoring, publishes the full sensitivity grid and logs every rule change. Dropping the peer-plan test leaves all six eligible, while dropping both T3 and T4 leaves only food, crops and health.108 Before the JSC funds any project, its proponents name the business or public-service partner whose problem it solves, document the team’s skills and the facility, material or data access the scope needs, assign responsibilities and define a measurable outcome. An operational pilot also needs the relevant plant-data or field-test agreements.
A competitive route for steel and lithium
A screen of past output finds established strengths; it cannot choose the next one to build. Neither steel nor critical minerals passed it, and Appendix A reports their cells, thresholds and sensitivity results unchanged. Both enter a separate capability-building route within the seven-area framework.
Before inviting proposals, the JSC publishes the route’s criteria, budget ceiling and independent review process, and opens the route to other emerging applications on the same terms. The JSC adopts the route in June 2027. An early discovery award requires documented industrial-customer or public-user need, relevant adjacent science, a specific capability gap, access to the material or data the limited scope needs, and a documented research increment beyond existing company, vendor, accelerator and publicly funded cluster work. Pilot authorization adds accessible samples or data, named technical staff and facility operators, a costed operating plan and partner contribution, agreed data and IP terms, a measurable technical milestone and a review-or-stop date. Each award delivers a public benefit such as a reusable nonconfidential method, fair shared-service access, supplier capability or a verified training pathway, and agreements protect trade secrets while preventing a single partner from controlling publicly supported access.
Discovery, pilot and expansion funding are separate decisions, and discovery funding alone leads to no building or permanent cluster hire. An independent technical and market review compares feasible proposals on incremental Arkansas public benefit, full lifecycle cost and likelihood of delivery, including the next-best use of scarce funding, such as sustaining an existing service, and recommends advance, revise or stop. The JSC publishes funded, reserve and deferred choices with reasons. A failed test can still inform a decision but does not justify continued spending without a new case.
Sources
10
- TEConomy growth opportunity areas
ARA’s summary of TEConomy Partners’ assessment for ARA, which defines the seven growth opportunity areas. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Growth area coverage check
ARA’s October 2026 check of how each growth area is covered by the plan’s applications. talent.arresearchhub.com ↩ - Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Selection screen method
ARA’s October 2026 description of the selection screen’s tests, thresholds and results. talent.arresearchhub.com ↩ - Selection screen sensitivity tests
ARA’s October 2026 rescoring of the 28 candidates under alternative selection rules. talent.arresearchhub.com ↩ - Fixed-baseline joint-test removals with the existing two-supported-pass rule; deliberate stress cases, not probabilities. talent.arresearchhub.com ↩
- Selection rule specification
ARA’s specification of the selection rule and its tested alternatives, October 2026. talent.arresearchhub.com ↩ - Opportunity-to-candidate crosswalk
ARA’s October 2026 table tracing all 35 research opportunities to the scored candidates. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩
Part V
Who decides
Representation, voting rights and conflicts of interest
The committee that submitted Arkansas’s 2024 plan had nine voting members, the Arkansas Research Alliance (ARA) and eight universities. Industry, two-year colleges and state agencies held no vote.1 Employers, rural communities and regional colleges that help carry out this plan need a vote in its decisions.
Figure 17
Clear lines of authority: the steering committee votes, while staff and partners draft and review
Proposed roles from evidence gathering through the annual scorecard, for adoption in the committee’s bylaws.
Flow diagram. Evidence goes to the Jurisdictional Steering Committee, which votes on and adopts the plan; the plan is signed by a state approver; an annual scorecard goes to the Governor and the legislature. Universities and colleges check their own data and an outside reviewer scores the candidates at the evidence stage. ARA drafts, presents and maintains the plan with a standing seat and no vote; AEDC is the economic-development partner, proposed as co-chair; the public comments on the draft. The proposed approver is the Secretary of Commerce.
| Who | Does | Does not |
|---|---|---|
| Jurisdictional Steering Committee | Adopts the plan, the bets, the targets and every amendment; the only body that votes on them. Expected to be the reconstituted Science Advisory Committee, so the state has one committee for its EPSCoR awards and its plan | |
| Arkansas Research Alliance | Prepares, presents and maintains the plan through the administrative core of its AR-NETWORK award; holds a standing seat | Vote on adoption, the bets or amendments |
| AEDC | Co-owns the economic and market sections; confirms the target sectors the market test uses; proposed as co-chair or vice-chair with sign-off on the bets | |
| A state official | Approves and signs the plan. Proposed: the Secretary of Commerce, who approved the 2024 plan2 | Appear on any EPSCoR project roster; checked against every roster before signing |
| An outside reviewer, named by the committee | Scores the candidates and reviews the methods and the privacy rules | Get chosen by ARA |
| Universities and colleges | Check their own data before each freeze; confirm proposed delivery owners and usable capacity |
Committee membership
The plan proposes by-laws for the Jurisdictional Steering Committee (JSC), to be posted by 31 January 2027, that reserve at least one-third of voting seats for leaders outside academia. Two-year colleges hold at least two seats (or one through their state association), and every tier of higher education, from research universities to regional campuses and HBCUs, is represented, with a named alternate for each member. Principal investigators on active state EPSCoR awards serve without a vote.3 The JSC publishes its roster, voting breakdown by sector and meeting minutes.
Conflicts of interest
ARA staffs the planning process and may also lead EPSCoR proposals, including the renewal of AR-NETWORK. Whenever a decision would fund, staff or select ARA, AR-NETWORK or an ARA-led bid, ARA may provide facts on request but does not write the recommendation or attend the vote. The rule covers the 2027–2028 bridge decisions and the formation of cross-campus teams, and the minutes record ARA’s absence.
Voting members recuse themselves only when a vote directly selects or funds their specific proposal or team, and their alternate votes on general matters. Institutions and companies seeking project funding disclose their interests and recuse from decisions on their own proposals. The JSC publishes the frozen selection rule and its date, the independent scorer’s name, the evidence workshop record and the adoption vote. If the JSC offers an opt-in service to help match researchers into proposal teams, it is voluntary and run by an independent operator outside ARA and any proposing institution.
Sponsors for steel and lithium
The JSC publishes capability-building criteria before problem scoping, which itself commits no funds, and adopts the route and its funding ceiling after consultation. Funded project selection requires conflict-of-interest and independent-review rules in force. AEDC is asked to validate the steel and lithium market cases with operators, downstream buyers and potential suppliers, while university hosts confirm technical leadership and operating capacity. Northeast and South Arkansas employers, regional colleges and affected communities inform the briefs. No role named here is a commitment until the organization accepts it. An independent reviewer assesses feasibility and the case for public investment.
Sources
3
- Arkansas EPSCoR fact inventory
ARA’s October 2026 inventory of Arkansas EPSCoR facts, including the 2024 plan and NSF award terms. talent.arresearchhub.com ↩ - Arkansas EPSCoR jurisdiction record
ARA’s October 2026 record of Arkansas’s EPSCoR awards, 2024 plan and approver. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩
Part V
How we will know
Measuring progress and reviewing decisions from 2027
Arkansas’s 2024 plan set five broad strategies without numeric targets, making it hard to tell what worked and what stalled.1 This plan keeps two ledgers: one for the statewide research environment and one for what the plan’s own projects deliver.
Two ledgers
Figure 18
Two ledgers: statewide research-economy context and plan commitments
Audited baselines for publications, NSF share, HERD academic R&D, BERD business R&D, SBIR/STTR and patents, paired with dated commitment milestones through 2032.
Two ledgers: statewide research-economy context and plan commitments
The first ledger tracks the context the plan works in: verified institution-linked publications (24,743 papers in 2021–2025), agency-specific federal grant panels, academic R&D spending (HERD), business R&D ($719 million in the 2024 BERD survey), federal small-business awards under SBIR/STTR, including USDA awards, STEM employment, two-year and four-year credentials, and utility patents with Arkansas inventors or assignees.23 Patents are reported with inventor geography and assignee concentration so that volume is not mistaken for broad business adoption.45 These indicators show how Arkansas’s research economy is moving; they cannot show that an action in this plan caused the change. The patent extension notes and source-audit notes document the exact counting rules and boundaries behind each series.6
The second ledger tracks the plan’s direct work: active partner agreements, completed field and plant tests, shared facility projects, supported grant submissions, and students completing technician or research steps. Every entry needs an owner who has accepted the role, a verified baseline, a due date, documented evidence and a decision point. Until a baseline is collected, the scorecard reports “not yet measured”, which counts as neither zero activity nor a completed milestone.7
How we will know
Partner agreements used by active supported projects
BaselineCounted from the April–June 2027 consultation round, which confirms each problem, access and responsible contacts
Source7
Completed external facility projects, repeat users and access delays
BaselineUsage-log baseline due June 2027
Source7
Supported submissions, review outcomes and resubmissions by institution type
BaselineProgram and proposal register begins 2027
Source7
Students completing a supported research or technician-pathway step
BaselineEach new program fixes its completion definition and baseline before launch
Source7
Actions with a decision and supporting evidence recorded by the due date
BaselineInterim register opens January 2027
Source7
Before any application pilot begins, partners agree on one primary operating measure and fix its population, period, baseline, numerator, denominator, comparison group and missing-data rules before results are seen.8 Seven area evidence cards and two one-page partner discussion briefs, for food processing and supply-chain forecasting, open the 2027 consultations; neither is a signed partner project.910
Steel and lithium measures
Each steel and lithium mission has one agreed primary endpoint, with supporting measures that guard against a misleading success claim.
| Mission | Primary endpoint to agree before launch | Evidence reported alongside it |
|---|---|---|
| Better steel | Service test: time from valid sample receipt to a buyer-accepted report. Production test: share of comparable output accepted to the agreed specification | Service: method equivalence, queue, retests and full cost. Production: input chemistry, rejected mass, throughput and energy per saleable tonne; customer use |
| Qualified lithium product | Share of all initiated test or production runs yielding product that meets the agreed buyer specification; customer acceptance reported separately | Elemental-lithium recovery and material balance, impurity profile, repeat-cycle uptime, freshwater withdrawal and consumption, and reagent/energy use per unit of conforming product |
| Battery-materials feasibility | Independent decision brief comparing specified precursor/cathode routes, with buyer requirements and an appropriate sample-evaluation plan | Feed and technology rights, credible costs, site needs, alternatives and prospective Arkansas work; advance, revise or stop decision |
| Arkansas suppliers and skills | Verified local supplier work and sustained technical capability attributable to supported projects | Qualified suppliers and repeat purchases; expenditure for work performed in Arkansas; retained researchers and technicians; completed work-based pathways |
Discovery and feasibility work are judged on a predeclared decision deliverable and need not claim a qualified commercial product. Every rate states its numerator and denominator. End-to-end lithium recovery is elemental lithium in final conforming product divided by elemental lithium entering the declared process boundary; extraction-stage capture is reported separately. Run and assay-validity rules are frozen before testing, and reports cover all initiated, completed, failed and assay-invalid runs. Valid-assay conformance appears beside the all-initiated-run result, and invalid assays stay out of the success numerator until resolved. Field pilots report departures from agreed environmental baselines and corrective actions, including reservoir and reinjection performance where relevant. Independent assays and customer documents separate a technically successful sample from a qualified commercial product. Project activity and wider industrial investment are reported separately, and no research award is credited with an entire plant or job announcement. The Jurisdictional Steering Committee (JSC) sets each mission’s specification, baseline and stop conditions in January 2028, when it decides whether the brief is ready for a bounded pilot. No supplier contract or operator role exists yet.
Targets and review
Where an indicator has a consistent historical series, the scorecard shows its recent trend and peer benchmark. For a new activity, such as a technician pathway or facility usage log, partners set a milestone and completion rule before launch, since there is no trend to extend. The JSC sets every target by 1 April 2027, with a responsible owner, a denominator, an interim check in 2029 and a 2032 endpoint.711
Each spring, the annual review asks whether partners still need each application’s work, whether the team has the people and facilities to deliver it, and whether the agreed operating conditions are met. An application that falls short in two comparable reviews goes on watch unless the JSC publishes a specific reason to continue. Broad ARA growth areas are not dropped merely because a single grant expires or overlapping publication windows shift.712
How numbers are reported
Every number in the scorecard states who and what it covers. Member institutions review their records before each data freeze, and original figures remain visible alongside any restated series. Known data boundaries stay explicit: the legacy researcher-profile extract omits two-year colleges and files Division of Agriculture scientists under UA Fayetteville, while IPEDS credential data cover two-year institutions separately. Broad ARA growth areas, narrower delivery applications and subfield signals each keep their own definitions.1314
No researcher is ranked or scored, and people are named only where a cited public source names them. Cell counts below five are suppressed, opt-outs are honored at build time, and any team-matching records remain internal, opt-in and independent of proposing organizations.15
The annual cycle
Figure 19
The annual review cycle from initial project register to spring scorecard
Decision recording begins in 2027, leading to the first full spring scorecard proposed for March 2028.
Annual review cycle: freeze and document the evidence; recompute comparable context and verify delivery; independent review; committee decision; publish; update. An interim decision register opens in January 2027. The first full annual scorecard is proposed for March 2028, and full revisions every two years, by May 2029 and May 2031.
The interim register opens in January 2027 to track the 2027–2028 bridge decisions and consultation milestones as they fall due. After the plan takes effect by 31 May 2027, the first full annual scorecard is proposed for 31 March 2028, with the JSC confirming the date by March 2027. The plan is then fully revised every two years, by 31 May 2029 and 31 May 2031, so that its priorities keep pace with the state’s economic development strategy. When a deadline is missed, the register records why and what decision comes next without waiting for the spring report.715
Sources
15
- Arkansas EPSCoR jurisdiction record
ARA’s October 2026 record of Arkansas’s EPSCoR awards, 2024 plan and approver. talent.arresearchhub.com ↩ - NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - USPTO utility document events with Arkansas inventors, 2015–2025; explicit application linkage; not invention families or commercial outcomes. talent.arresearchhub.com ↩
- 4,653 local-inventor grants; organization information on 4,033; source-ID concentration and assignee-address coverage; no corporate-family or headquarters inference. talent.arresearchhub.com ↩
- Cross-source population, dollar-basis and vintage boundaries; 20-family coverage and report integration record. talent.arresearchhub.com ↩
- Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- Bounded analytical review of 21 primary patent abstracts and first independent claims; screening counts remain provisional. talent.arresearchhub.com ↩
- User-shareable questions and data requests; no responses, access agreements or partner acceptance received. talent.arresearchhub.com ↩
- Decision calendar record
The October 2026 edition of the plan’s decision calendar (ARA). talent.arresearchhub.com ↩ - Candidate screening record
The October 2026 edition of the plan’s candidates and scores appendix (ARA). talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩
Appendix A
Candidates and scores
The screening evidence dates from 12 October 2026, and the selection rule and sensitivity checks from 25 October 2026. The publication-based cells use counts taken before known false affiliations were removed (Appendix B). All seven ARA growth areas stay in the plan. The committee adopts the selection rule in March 2027, an independent reviewer scores the candidates against updated publication benchmarks in July 2027, and the committee decides the applications in October 2027.123
A.1 Seven sectors, six delivery bets
The plan is organized around the seven growth opportunity areas identified by TEConomy Partners for ARA, with six applications testing where research can be put to practical use inside them. A broad growth area stays in the strategy even when evidence on a narrower subtopic is incomplete. AI/ML, data analytics and cybersecurity serve as enabling capabilities across all seven areas rather than competing as separate applications.45
| ARA growth opportunity area | Delivery focus and disposition |
|---|---|
| Population Health Innovations and Clinical Research | Health, with separately identified population, perinatal, oncology and other strands |
| Power Electronics, Advanced Packaging, and Grid Management Systems | Narrow power and packaging work; grid capability assessed separately |
| Next Generation Transportation and Logistics Systems | Freight; conditional on anchors, economic alignment and validated readiness |
| Materials Engineering Applications | Retained broad sector; steel and lithium/critical-minerals missions proposed through the separate capability-building route, alongside links to power and other applications |
| Precision Agriculture | Crops, with precision, water and insect/weed strands kept distinguishable |
| Food Production and Integrative Health | Food and animal science, retaining integrative-health links |
| Supply Chain, Retail, and Consumer Analytics | OR and information-systems delivery focus; broader retail and consumer analytics remain in the strategic sector |
A.2 The screening rule
Under the rule, a candidate must pass at least two enabled tests, with at least two of those passes supported by strong or moderate evidence. Tier A requires three or more strong or moderate passes; Tier B meets the rule with two. The grades summarize the screening table alone and do not by themselves establish scientific quality, employer demand or team readiness. Narrow subtopics and alternative field definitions may pass the screen without becoming separate headline bets, and cross-cutting foundations are counted separately.2
| Test | Pass condition | Interpretation |
|---|---|---|
| T1 Output | Specialization index at least 1.0, or specialization rank at most 10 among peers above the size floor | Output quantity and specialization; citation quality and momentum are reported separately |
| T2 Federal anchors | One active center-scale anchor or three active anchor awards at the evidence date | Competitive-award inventory, with expiry risk; not a complete measure of usable facilities or intramural science |
| T3 Alignment, provisional | A direct AEDC-sector match; the Technology & Innovation catch-all also requires a recorded industry/SBIR asset | Economic/strategic alignment; company presence is not validated project demand |
| T4 Peer positioning | No more than three peer plans code the assigned theme as a headline | Coding and theme-granularity dependent context; not proof of competitive advantage |
Sources1
In the historical screen, strong T1 evidence required a specialization index of at least 1.2, a peer rank of seven or better, and at least 300 publications (with smaller or borderline fields flagged). T2 evidence is rated stronger when underlying grants have longer remaining terms. T3 checks documented sector links and assets rather than signed customer commitments, and broad theme definitions receive lower weight on T4. Full rules, source cells and alternative field mappings are recorded in the selection rule specification.12
An optional fifth test (T5, institutional breadth) is used only in sensitivity checks: it requires at least three Arkansas institutions with five or more engaged researchers, or a cross-institution co-authorship share at or above the state median (with unmeasured fields marked U rather than counted as passes). Because publication rosters are an indirect proxy for staffing, partners confirm who is available to do the work.1
A.3 All 28 candidate rows
In the table below, Y denotes pass, N denotes fail, and (s), (m) and (w) indicate strong, moderate and weak evidence. Every final eligibility result applies the evidence-quality rule requiring at least two passes on strong or moderate evidence. Scenario counts show how often each candidate qualifies across the tested parameter grid (including alternative output definitions); they are sensitivity counts, not probabilities.78
| ID | Candidate | T1-T4 (strength) | Raw passes | Supported passes | Final result | Scenario count |
|---|---|---|---|---|---|---|
| P1 | Poultry, Animal Science, Food Safety & Aquaculture | Y(s) Y(m) Y(s) N(s) | 3 | 3 | A | 264/288 |
| P2 | Power Electronics, Advanced Packaging & Grid (subfield 2208) | Y(m) Y(w) Y(m) Y(s) | 4 | 3 | A | 192/192 |
| P2-T | P2 topic-level variant: converters, SiC/GaN devices, packaging | Y(m) Y(w) Y(m) Y(s) | 4 | 3 | A | 192/192 |
| P3 | Agriculture, Water & Climate Resilience (crop & plant science base) | Y(s) Y(s) Y(s) Y(m) | 4 | 4 | A | 276/288 |
| P3-IW | P3 variant: insect & weed science strand | Y(m) N(m) Y(s) Y(m) | 3 | 3 | A | 176/192 |
| P4a | Transportation & Logistics | Y(w) Y(m) Y(s) N(s) | 3 | 2 | B | 36/96 |
| P4b | Supply Chain, Retail & Consumer Analytics (as OR / MIS) | Y(s) N(m) Y(s) Y(m) | 3 | 3 | A | 256/288 |
| P5 | Population Health (ARA area 1, proxy; all health anchors) | Y(m) Y(s) N(m) N(s) | 2 | 2 | B | 48/96 |
| P5-POP | P5 strand: population & public health | Y(m) Y(s) N(m) N(s) | 2 | 2 | B | 48/96 |
| P5-PERI | P5 strand: pediatric, perinatal & maternal health | Y(m) Y(s) N(m) N(w) | 2 | 2 | B | 96/192 |
| P5-IMPL | P5 strand: implementation science & telehealth | Y(m) N(m) N(m) N(w) | 1 | 1 | not headline | 24/96 |
| P5-ONC | P5 strand: oncology | Y(m) Y(m) N(m) N(w) | 2 | 2 | B | 72/192 |
| P5-RAD | P5 strand: radiology & imaging | Y(m) N(m) N(m) N(w) | 1 | 1 | not headline | 24/96 |
| P6 | Advanced Materials (broad, ARA area 4 = OpenAlex field 25) | N(m) Y(w) Y(w) N(s) | 2 | 0 | not headline | 0/192 |
| P6-FQ | P6 variant: ferroelectric, quantum-structure & 2D materials niche | Y(m) Y(w) N(m) N(w) | 2 | 1 | not headline | 36/192 |
| P7 | Critical Minerals, Lithium & Metals Processing | N(s) N(m) Y(s) N(m) | 1 | 1 | not headline | 32/192 |
| X-WATER | Stand-alone water / climate resilience | Y(w) Y(s) N(m) N(s) | 2 | 1 | not headline | 18/96 |
| X-QUANT | Quantum (stand-alone) | U(w) Y(w) N(m) Y(m) | 2 | 1 | not headline | 48/192 |
| X-ENERGY | Energy generation (grid, storage, conversion) | N(m) N(m) N(m) N(s) | 0 | 0 | not headline | 0/96 |
| X-BIOMFG | Biomanufacturing & bioprocessing | Y(m) Y(w) Y(w) N(s) | 3 | 1 | not headline | 0/192 |
| X-AERO | Aerospace & defense | N(s) N(m) Y(s) N(s) | 1 | 1 | not headline | 24/96 |
| X-TIMBER | Timber & forest bioeconomy | Y(w) N(m) Y(m) N(w) | 2 | 1 | not headline | 0/96 |
| X-TOX | Toxicology & regulatory science (NCTR-anchored) | Y(m) N(m) N(m) N(w) | 1 | 1 | not headline | 72/288 |
| W-INFECT | Infectious disease, microbiology & AMR | Y(w) Y(w) N(m) N(w) | 2 | 0 | not headline | 0/96 |
| W-MSK | Musculoskeletal, muscle biology & aging | N(s) Y(m) N(m) N(w) | 1 | 1 | not headline | 60/192 |
| H1 | AI, ML, cybersecurity and data analytics - enabling capabilities | N(s) Y(s) Y(m) N(s) | 2 | 2 | Foundation | 108/192 |
| H2 | Research infrastructure & CI access - platform | U(w) Y(m) N(m) N(w) | 1 | 1 | Foundation | 0/96 |
| H3 | Research workforce & statewide reach - platform | Y(m) Y(s) N(m) N(s) | 2 | 2 | Foundation | 72/192 |
A.4 Sensitivity of the screen
The historical sensitivity grid tests 96 parameter combinations per output definition, varying specialization index thresholds (1.0 vs. 1.2), peer rank cutoffs (7 vs. 10), peer-plan headline caps (2, 3 or 5), required passes (2 vs. 3), federal anchors (T2 on/off) and institutional breadth (T5 off/on) while keeping T3 and T4 active, plus separate checks that drop T3 or T4 individually. Denominators vary across candidates because some topics were tested across multiple publication definitions.29
| ID | Eligible baseline | No T2 | No T3 alignment | No T4 context | Need 3 | +T5 | Classification |
|---|---|---|---|---|---|---|---|
| P1 | Y | Y | Y | Y | Y | Y | robust in |
| P2 | Y | Y | Y | Y | Y | Y | robust in |
| P2-T | Y | Y | Y | Y | Y | Y | robust in |
| P3 | Y | Y | Y | Y | Y | Y | robust in |
| P3-IW | Y | Y | Y | Y | Y | Y | robust in |
| P4a | Y | N | N | Y | Y | Y | in, fragile |
| P4b | Y | Y | Y | Y | Y | Y | robust in |
| P5 | Y | N | Y | Y | N | Y | in, fragile |
| P5-POP | Y | N | Y | Y | N | Y | in, fragile |
| P5-PERI | Y | N | Y | Y | N | Y | in, fragile |
| P5-IMPL | N | N | N | N | N | Y | out, near miss |
| P5-ONC | Y | N | Y | Y | N | Y | in, fragile |
| P5-RAD | N | N | N | N | N | Y | out, near miss |
| P6 | N | N | N | N | N | N | robust out |
| P6-FQ | N | N | N | N | N | Y | out, near miss |
| P7 | N | N | N | N | N | N | out, near miss |
| X-WATER | N | N | N | N | N | Y | out, near miss |
| X-QUANT | N | N | N | N | N | N | out, near miss |
| X-ENERGY | N | N | N | N | N | N | robust out |
| X-BIOMFG | N | N | N | N | N | N | robust out |
| X-AERO | N | N | N | N | N | Y | out, near miss |
| X-TIMBER | N | N | N | N | N | N | robust out |
| X-TOX | N | N | N | N | N | Y | out, near miss |
| W-INFECT | N | N | N | N | N | N | robust out |
| W-MSK | N | N | N | N | N | Y | out, near miss |
| H1 | Y | N | N | Y | N | Y | in, fragile |
| H2 | N | N | N | N | N | N | robust out |
| H3 | Y | N | Y | Y | N | Y | in, fragile |
Four of the six applications (food, power, crops and supply chain) remain eligible under every single-test change. Freight loses a required supported pass if either T2 or T3 is dropped; health drops out without T2 or when three passes are required. Removing T4 leaves all six applications eligible (shifting power and supply chain from Tier A to Tier B), while removing T3 leaves freight ineligible and only crops in Tier A.8
Removing pairs of tests at the same time provides an additional stress test of the baseline rule:
| Tests removed together | Delivery applications passing the historical case |
|---|---|
| Economic alignment and peer-plan context (T3, T4) | Food, crops and health |
| Federal anchors and peer-plan context (T2, T4) | Food, power, crops and supply chain |
| Federal anchors and economic alignment (T2, T3) | Power, crops and supply chain |
These stress cases show how each test shapes the portfolio. They are not probabilities, a replacement rule or grounds to drop any of the seven ARA growth areas.10 Every final column above applies the evidence-quality tie-breaker; without it, freight looks more resilient and some weak-only candidates pass. The underlying scores are in the selection sensitivity data.1
A.5 Evidence each application needs before a project launches
Passing the four-test screen places an application on the shortlist without authorizing spending. Before a project launches, proponents confirm technical readiness and a committed partner by naming the business or public-service user, the problem to be solved, the data or test-site access provided, the skills and facilities required, each campus’s role, a responsible lead, and how the outcome will be measured.2
Where a proposal aims to build new research capability, it must identify the existing work it builds on, a realistic technical milestone, and a clear review-or-stop gate. Capabilities inside federal laboratories and corporate R&D sites can inform that review even when they are not counted as competitive university grants under T2. Neither proximity nor past co-authorship substitutes for a partner’s agreement to participate.2
| Evidence question | Why it changes the next decision |
|---|---|
| Freight: are the people, operational access and problem owner in place? | Anchor and alignment passes cannot resolve the thin, concentrated research base |
| Supply chain: what problem, data and adopter will a partner commit? | Low joint publication or federal award counts do not measure private collaboration or demand |
| Crops: which strands have scientific influence and an adoption pathway? | Large output does not establish quality or practical use across every strand |
| Power/materials: which narrow capability and facility access can be sustained? | Device topics, broad EE, grid and broad materials measure different scopes |
| Health: which public-service outcomes and delivery partners define success? | AEDC-sector coverage does not measure health need or service demand |
| Food: which animal, food and integrative-health capabilities support the proposed project? | Related award and output definitions must not be treated as interchangeable |
A.6 Complete opportunity crosswalk and safeguards
The opportunity crosswalk accounts for all 35 topics in the background research dossier. It records whether each topic was scored directly, combined into a broader application (such as digital agriculture, food/microbiome health, computational toxicology, bio-nano-materials, additive manufacturing or radiation/space health), or kept without a separate score.12
Before external scoring begins, the steering committee adopts and freezes the selection rule and its sensitivity grid, logs any modifications, and appoints an independent reviewer to verify field definitions, evidence and the peer-plan theme coding. Annual reviews then track whether active applications deliver results. None of the seven broad ARA growth areas is removed merely because an individual grant expires or a screening cell shifts.132
A.7 Steel and critical minerals
The P6 and P7 rows remain the historical record of the four-test screen. Steel and lithium/critical minerals receive problem-development missions within Materials through the capability-building route described in Part V. The missions are a choice to build future capability; they neither revise P7’s result nor add a headline application. The critical-minerals bundle’s 35 audited primary-topic papers does not count every relevant separation, chemistry, materials or engineering researcher. A new capability inventory and an independent feasibility review test what can be assembled. Comparable emerging proposals are eligible under the same published criteria and spending limits.
Sources
13
- Selection screen method
ARA’s October 2026 description of the selection screen’s tests, thresholds and results. talent.arresearchhub.com ↩ - Selection rule specification
ARA’s specification of the selection rule and its tested alternatives, October 2026. talent.arresearchhub.com ↩ - Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - TEConomy growth opportunity areas
ARA’s summary of TEConomy Partners’ assessment for ARA, which defines the seven growth opportunity areas. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Growth area coverage check
ARA’s October 2026 check of how each growth area is covered by the plan’s applications. talent.arresearchhub.com ↩ - Selection screen scoring sheet
ARA’s October 2026 scoring sheet for the 28 candidates on the selection screen. talent.arresearchhub.com ↩ - Selection screen sensitivity tests
ARA’s October 2026 rescoring of the 28 candidates under alternative selection rules. talent.arresearchhub.com ↩ - Selection scenario grid
ARA’s October 2026 grid of selection results under every tested rule combination. talent.arresearchhub.com ↩ - Fixed-baseline joint-test removals with the existing two-supported-pass rule; deliberate stress cases, not probabilities. talent.arresearchhub.com ↩
- Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Opportunity-to-candidate crosswalk
ARA’s October 2026 table tracing all 35 research opportunities to the scored candidates. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩
Appendix B
Methods and sources
B.1 Sources and vintages
| Source | What it supplies | Vintage |
|---|---|---|
| OpenAlex | Publication counts, fields, topics, citation percentiles | Queried 11 October 20261 |
| Frozen institution sets | Up to 100 institution IDs for each of 25 states, 2,450 unique organization IDs; PR, GU and VI use separate country-code filters | Built 11 October 20261 |
| NSF budget requests (EPSCoR reports to Congress) | Published NSF funding shares and totals by jurisdiction | FY2026 and FY2027 requests2 |
| NSF Award API | Award dates, amounts, partners | 11 October 20263 |
| NIH RePORTER | IDeA awards and end dates | Retrieved October 20264 |
| USAspending and agency award records | Federal awards by area, FY2016-2025 | 11 October 20265 |
| Arkansas Acts and DFA budget manuals | State appropriations | Acts 608 (2025) and 129 (2026)2 |
| Arkansas Research Expertise Database | Researchers engaged per area | Masked extract, 11 October 2026: 10,384 current researchers5 |
| Collaboration cross-section | Teamwork across institutions | 2021-2025 works ledger, cross-checked against a network snapshot of 30 June 20265 |
| The 27 peer plans and Arkansas’s 2024 plan | Headline themes and priority-setting methods | Coded with AI assistance in 2026; not independently verified6 |
| USPTO Open Data Portal | Utility grants, pregrant publications, explicit application links, inventor/assignee geography and historical AI predictions | Acquired 27 October 2026; grant/pregrant release through December 2025; AI overlay through 202378 |
NCSES BERD 2024 (nsf27300) and HERD FY2019–2024 | Domestic business R&D performed in Arkansas by funding source, company size, R&D employment and NAICS industry; academic R&D spending by campus | BERD 2024 released 29 October 2026; HERD through FY2024910 |
| SBIR.gov, NIH RePORTER FY2025–2026, NSF Award Search and IPEDS 2024 | Classified Arkansas USDA SBIR/STTR awards (2015–2025), renewed CTSA/INBRE/COBRE/ECHO records, NSF EPIIC and ATE awards, and 2024 two-year college technical completions | Verified October 2026111213 |
| TEConomy Partners | Seven growth opportunity areas, research and industry evidence, and cross-cutting competencies | August 2024; source-reported findings kept distinct from current measurements14 |
| Plan evidence registers | Separate definitions for broad sectors, delivery applications and topic signals; actions, demand and enabling capabilities | 25 October 2026; proposed actions and unverified claims are marked1516171819 |
The 2025 baselines were frozen provisionally on 11 October 2026, and the final freeze is 31 December 2026.1
B.2 Counting rules
| Term | Rule |
|---|---|
| Works | Articles and reviews, whole-counted within the declared institution-linked cohort; exact definitions and known erroneous-affiliation exclusions are published |
| Arkansas | Organizational affiliation under the reviewed set and source lineage, not proof that every experiment occurred in Arkansas |
| Periods | Corrected recent counts use 2021–2025. Historical publication growth and national ratios and ranks are not reported; no compatible restated cohorts exist |
| Lag | Recent OpenAlex counts remain provisional and may be back-filled; original and restated values retain their input vintages |
| Ranks | Historical bands remain in audit material; they are not treated as current validated positions |
| Money | Source, period, currency basis and missing-value rules are explicit. Estimated multi-year award totals, annual award amounts and cumulative obligations are separate panels and are never summed |
B.3 Six kinds of research evidence
The plan’s evidence base organizes research evidence into six lenses, labeled A through F:
| Evidence | Measure | Definition |
|---|---|---|
| A Output and quality | Specialization index | The area’s share of Arkansas output divided by its share of US output; 1.0 means the same share as the US |
| A Output and quality | Quality ratio | Arkansas’s share of top-10%-cited works divided by the US share for the defined area and period. A ratio above or below 1 is descriptive; evidence of a difference requires the interval and its assumptions. The historical intervals treat the US rate as fixed and exclude classification uncertainty and multiple-comparison adjustment16 |
| B Momentum | Historical relative growth, not reported because no compatible restated series exists | The original Lens B divides Arkansas’s area growth by US area growth, comparing it with the state’s all-field relative uplift of 1.109. Historical peer-position growth instead normalizes each area’s change to its jurisdiction’s total output. Its six-year recent window differs from the five-year lens-B window, so each value is reported with its formula and window2021 |
| C Funding | Source-specific award observations | Historical classified records retain source, fiscal-window and dollar bases. Mixed-source totals, sponsor shares and funding/publication capture are not reported, and no recoverable-dollar gap is inferred |
| D People | Engaged researchers | Current researchers meeting the topic-mapping rule; institutions with five or more; early-career composition against the state average. Composition cannot establish an entry or retention trend; h-index thresholds describe publication histories, not verified delivery roles |
| E Teaming | Cross-institution share | Share of works with authors at more than one Arkansas institution; balanced multi-institution communities; EPSCoR ties to other jurisdictions |
| F Assets | Inventory | Centers, core facilities, national resources, small-business research firms and industry sites |
Sources5
In the background synthesis, a research area is classed as established only when at least three independent lenses agree (excluding growth, and counting funding and assets once when they refer to the same grant).5
Employer and community demand are assessed separately. TEConomy’s analysis of traded industries, patents, investment and interviews underpins the seven-area framework, supplemented by current industry employment and AEDC sector links. For any specific project, however, a business, health provider or community partner must define the problem, agree on a test protocol and provide access to data or test sites; local employment, sector labels and past co-authorship do not substitute for that agreement.1418 Similarly, the AI/ML, analytics and cybersecurity capability map distinguishes documented uses from proposed ones and requires teams to verify technical fit and secure data access rather than relying on publication counts.19
The historical peer comparison, kept as historical background, grouped 28 EPSCoR jurisdictions into five classes based on output size, specialization, growth, citation quality and peer-plan theme counts:
- Lead: top five on specialization, with an index of at least 1.0 and citation quality at or above the US rate.
- Compete: top ten on size or growth, with a quality ratio of at least 0.90.
- Partner: mid-ranking, with an existing tie to a leading peer on the same theme.
- Niche: a specialization rank of 10 or better or a quality rank of 5 or better, without meeting the lead, compete or partner tests.
- No base: fewer than 30 works.22 Of the 59 rows, 23 change class under the lenient or strict variants.22 They were assigned with AI assistance, are not independently verified and serve only as historical background. The plan reports no current national rank bands, because no compatible restated cohort exists.
B.4 Privacy and suppression
- No individual researcher is named, ranked or scored.
- Counts under five print as “fewer than five” or “<5” and are never silently dropped.
- Network figures need at least three institutions.
- Researchers who opt out of the database are excluded at build time.
- Small regions and institution types merge into a pre-declared “other” row.
- The plan does not infer who has left the state.
- Team-level data is opt-in and never published.
23
B.5 Limits
| Limit | Detail |
|---|---|
| Division of Agriculture | In the October 2026 extract, 383 current researcher records carry the Division link, 370 of them with UA Fayetteville as their primary institution.24 In the 2021–2025 OpenAlex publication record, an Arkansas author’s affiliation names the Division of Agriculture, an Agricultural Experiment Station, the Cooperative Extension Service, a research and extension center or the Center of Excellence for Poultry Science on 330 of 1,365 crop, soil, insect and water papers and 243 of 697 animal and food papers; a full split in the researcher-profile database is scheduled for March 202725 |
| Other filing | In OpenAlex, works by the Arkansas Colleges of Health Education resolve to the University of Arkansas-Fort Smith by city.26 Some organizations, such as UAMS, appear under several institution identifiers, which can overstate breadth5 |
| Coverage | The legacy profile extract has no two-year-college coverage; the retained 2024 IPEDS completions file (19,450 two-year credentials, including 4,600 in industrial/STEM technician pathways and 6,769 in health) and 16 NSF ATE awards ($7.42 million) capture two-year institutions separately.13 Intramural federal laboratory money remains separate from the competitive-award lens. The national SBIR/STTR archive includes 15 Arkansas USDA awards ($3.92 million in 2015–2025) classified across food/aquaculture ($1.50 million), crop/water ($1.29 million), logistics ($756.5 thousand), bioproducts ($274.9 thousand) and assistive rural travel technology ($100 thousand)1123 |
| Classifier error | Approximate classification accuracy is not a dollar-weighted error bound. An 85% accuracy estimate cannot justify a ±15% interval on area totals, which need checks on large awards, label changes and boundary sensitivity, with audited assignments kept distinct from unreviewed ones16 |
| Area definitions | Legacy proxies missed relevant health, crop and consumer-analytics fields. The current registry separates seven broad ARA sectors, six delivery applications and narrow topic signals. The updated mappings are analyst proposals that have not been independently validated; legacy values are retained for sensitivity, not presented as current sector totals.1516 Small-area ratios remain sensitive to few papers |
| Recent years | OpenAlex counts for 2025 are not final; recent years are back-filled |
| Networks | Collaboration figures are a dated cross-section and cannot show a trend. Older snapshots are incomplete: 68% of 2010 Arkansas authors are missing5 |
| Plan quality and outcomes | In 2024-2026, plan quality showed no detectable link with winning NSF E-RISE and E-CORE awards (rank correlation 0.03, 28 jurisdictions); a modest effect could be missed27 |
| AI assistance | AI tools coded the peer plans’ themes, proposed area classifications and helped write text. A person checks each AI-produced classification in March 2027 before the committee relies on it (Appendix C) |
B.6 Operational evidence and attribution
The action register tracks proposed commitments through to delivery. No role or baseline is treated as settled until the named owner accepts it and the baseline is measured. A partner agreement counts as active only when a project team has usable access to the agreed data, equipment or test site; shared facility metrics separate completed projects from repeat use and queue delays; proposal tracking records submissions, review scores, resubmissions and awards by program and campus type; and workforce measures fix completion definitions in advance using enrolled participants as the denominator.17
The demand register pairs TEConomy’s sector evidence with the specific partner problem, data/facility access, decision gate and deadline needed for each application, while the capability map tracks technical and security requirements for AI/ML and analytics.1819
Within each agency funding panel, every grant record is assigned once, even when an award such as Cultivate IQ spans food, supply chains and AI, and panels with unreported dollar amounts remain marked unavailable rather than zero.16 For expiring center awards, continuity decisions require concrete service lists, operator assignments and budget commitments rather than grant expiration dates or replacement applications alone.17
B.7 Checked industry context and operating measures
Industry employment figures report annual-average covered private jobs under NAICS 2022 definitions, with employment concentration calculated as (Arkansas industry private jobs / Arkansas total private jobs) divided by (US industry private jobs / US total private jobs) (distinct from all-ownership location quotients). Industry employment, researcher profiles and degree completions cover different populations and are always reported separately.2829
The NCSES Business Enterprise Research and Development (BERD) Survey for calendar year 2024 (nsf27300), released 29 October 2026, supplies Arkansas domestic business R&D totals ($719 million, including $633 million company-funded and $86 million paid for by others), R&D headcount (5,000 domestic R&D workers across 171,000 employees at R&D-performing firms), company-size concentration and NAICS industry breakdowns. HERD FY2025 is scheduled for release on 24 November 2026.930
B.8 Patent observations and their limits
The 2015–2025 USPTO utility-patent window contains 4,653 granted patents and 6,025 published patent applications naming at least one Arkansas inventor, representing 7,288 distinct applications across 5,592 continuation/division filing groups (or 5,097 under the broadest relationship rule). Patent documents, applications and continuation groups are distinct administrative units rather than counts of independent inventions or commercialized products.731
Inventor residences and assignee addresses reflect what was printed on each patent document. Fractional counts weight each patent by its share of Arkansas-based inventors (keeping unknown locations in the denominator), while organization concentration is measured among the 4,033 grants naming an organizational assignee. Because a single corporation can appear under multiple source IDs, raw assignee IDs do not count distinct companies.32
Cooperative Patent Classification (CPC) crosswalks to the seven growth areas are provisional and overlapping (for example, agricultural codes include plant-variety patents, and semiconductor reclassification shifts power-electronics ratios between issue-time and current codes, moving narrow power’s domestic share ratio from 1.01 at issue to 0.69 under current classifications). To check what code screens catch and miss in practice, analysts reviewed 21 patent abstracts and independent claims across the seven areas (two boundary cases and one hash-selected narrow patent per area) and then expanded the review to 90 primary documents (84 stratified random selections and seven purposeful omission challenges). Those reviews surfaced concrete boundary examples, such as general crop varieties and routine business software inside broad screens, and relevant soil sensors or functional polymers outside narrow prefixes. They have not had blind external domain review.3383431
A separate mature filing cohort tracks 6,406 Arkansas-inventor pregrant publications with US filing dates in 2005–2019, while citation influence is measured across 2,631 grants issued in 2015–2020 using three- and five-year forward citation windows normalized against all US utility grants in the same grant year and primary CPC subclass. Government-interest statements and patent assignments provide concrete historical examples of federal research support (such as ASSET III and NSF SBIR citations), without implying active licenses or commercial revenue.3536 Full denominators, cohort definitions and tables are preserved in the extension notes and supporting tables.
B.9 Additional source checks
The source-audit notes document the cross-source audit behind the plan: HERD campus-level spending concentration and UAMS’s 2024 survey imputation; SBIR firm-identity persistence (17 returning and 15 new identities in 2020–2024); Census ABS 2021–2023 survey windows; Capital Scan 2025 edition restatements; Census of Agriculture precision-farming versus irrigation denominators; multi-response AI adoption barriers; Freight Analysis Framework agricultural tonnage shares; and ClinicalTrials.gov site geography.37
B.10 Corrections and evidence access
Known false institutional affiliations are excluded from the 2021–2025 Arkansas publication counts (24,743 retained of 24,869 source records; 126 removed or quarantined). National specialization, citation and historical growth ratios are not reported (see B.2).38 Federal award records are reported in 213 separate source, agency and accounting-basis panels rather than summed across incompatible bases, with 148 unpriced VA records kept as unavailable rather than zero.39
Every source citation in the illustrated plan and the text edition resolves to an accessible evidence page showing the underlying aggregate table or source excerpt, selector, vintage, SHA-256 hash and scope limits, including the seven-area research matrix CSV, where unavailable national ratios appear blank alongside explicit status columns.4038
B.11 Steel, lithium and critical-minerals evidence
The materials missions use dated primary university, company, state-agency, federal-agency and technical sources checked through 30 October 2026. The materials evidence supplement retains the source register, project-status distinctions, value-chain choices and research gaps. Company plans establish what a company reported at a stated date, not an independently guaranteed commissioning date, cost or output. Environmental review is not final investment decision or proof of production. Where a company has updated a schedule, the plan uses the most recent update in place of an older schedule.
The county steel designation is attributed to AEDC; the plan does not construct a county production ranking or infer tonnage from capacity. The USGS Smackover estimate covers in-place elemental lithium across a region, not economically recoverable reserves at a project site, product output or a conversion to lithium-carbonate-equivalent. Broad primary-metals employment, broad materials publication totals and the narrow critical-minerals topic bundle remain separate populations. Neither the plan’s charts nor the historical screening matrix measures readiness for these missions.
Capability and economic claims are separated into operating assets, funded or announced developments, and proposals in this plan. Process diagrams describe stages to investigate, not a forecast that every stage will locate in Arkansas. The capability-building criteria, gates, convenors and measures are the plan’s recommendations; no external partner or domain reviewer has yet responded to them.
Sources
40
- 2025 publication baseline settings
ARA’s record of the OpenAlex query and institution sets behind the 2025 publication baselines, 11 October 2026. talent.arresearchhub.com ↩ - Arkansas EPSCoR fact inventory
ARA’s October 2026 inventory of Arkansas EPSCoR facts, including the 2024 plan and NSF award terms. talent.arresearchhub.com ↩ - Arkansas EPSCoR jurisdiction record
ARA’s October 2026 record of Arkansas’s EPSCoR awards, 2024 plan and approver. talent.arresearchhub.com ↩ - NIH IDeA awards in Arkansas
NIH RePORTER records of Arkansas’s IDeA center awards, October 2026. talent.arresearchhub.com ↩ - Arkansas research strengths dossier
ARA’s October 2026 synthesis of Arkansas research strengths across six evidence lenses. talent.arresearchhub.com ↩ - Peer plan theme coding
ARA’s October 2026 coding of themes in 27 peer EPSCoR plans and Arkansas’s 2024 plan. talent.arresearchhub.com ↩ - USPTO utility document events with Arkansas inventors, 2015–2025; explicit application linkage; not invention families or commercial outcomes. talent.arresearchhub.com ↩
- Historical AIPD model flags: 838–1,146 of 3,858 eligible utility grants dated 2015–2023; threshold sensitivity, not current business adoption. talent.arresearchhub.com ↩
- NCSES, Business Enterprise Research and Development: 2024 (NSF 27-300). Table 13: domestic R&D performed in Arkansas $719M, of which $633M paid for by the company and $86M paid for by others ($37M federal, imputed; $49M nonfederal); all-states total $765,082M. Table 28-A: company-funded domestic R&D by industry, company size and state, in millions; some cells are imputed (i), modeled (e), below $0.5M (*) or withheld (D). Table 53: 171,000 domestic employees and 5,000 domestic R&D employees in Arkansas. Covers companies with 10 or more domestic employees that performed or funded $50,000 or more of R&D. State GDP ratios divide by BEA SAGDP2 2024 current-dollar GDP ($188,650.1 million for Arkansas; $29,380,991 million for the United States), which BERD does not publish. ncses.nsf.gov
Table 28-A. Companies with domestic R&D paid for and performed by the company, by industry, company size, and state (A–M): 2024. ncses.nsf.gov ↩ - NCSES HERD, full plus short institutions, nominal R&D spending, 2019-2024; comparison is the 50 states and DC; source imputation retained. talent.arresearchhub.com ↩
- SBIR.gov national bulk award file (
award_data.csv, 2015–2025): 15 Arkansas USDA SBIR/STTR awards totaling $3,919,337 across 10 Arkansas small businesses, classified by project title, abstract, and research area (5 in Feed/Food & Aquaculture $1.50M; 5 in Grow/Crops & Water $1.29M; 2 in Move/Logistics $756.5k; 2 in Materials/Bioproducts $274.9k; 1 in assistive rural travel technology for blind travelers $100.0k). sbir.gov ↩ - NIH RePORTER FY2025–2026 records: UAMS Translational Research Institute CTSA Hub renewed (
UM1TR004909,K12TR004924,T32TR004918, $4.77M/yr through June 2031); ECHO ISPCTN Data Coordinating and Operations Center Cycle 1 at UAMS (U24OD024957, active through August 2027) and Cycle 2 awarded to University of Kansas Medical Center (U24OD038400, FY2025) alongside renewed Arkansas ECHO ISPCTN Clinical Site at ACHRI (UG1OD024945, $415.8k/yr through May 2030); 8 active Arkansas COBRE centers ($14.65M/yr in FY2026), Arkansas INBRE (P20GM103429, $4.04M/yr through April 2031), UAF Biomedical Research Facility construction (C06OD042704, $8.00M), and UAF Shared High-Memory GPU Cluster (S10OD040351, $348.8k). reporter.nih.gov ↩ - NSF Award Search: 5 active Arkansas NSF EPIIC capacity-building awards ($2.00M total: NWACC 2432716, Northark 2433180, ATU 2433152, UAPB 2433153, and SAU 2519896) and 16 Arkansas NSF ATE technician-education awards ($7.42M since FY2016 across 9 two-year colleges and the UA System, including UA-Pulaski Tech Grid Workforce Initiative 2600505). nsf.gov
NCES IPEDS 2024 Completions (c2024_a.csvandhd2024.csv): 19,450 sub-baccalaureate and associate credentials across Arkansas two-year colleges, including 6,769 in Health Professions (CIP 51) and 4,600 in industrial, maintenance, precision production, engineering technology, computing, and agriculture technician fields (CIP 47, 48, 15, 11, 49, 01). nces.ed.gov ↩ - TEConomy growth opportunity areas
ARA’s summary of TEConomy Partners’ assessment for ARA, which defines the seven growth opportunity areas. talent.arresearchhub.com ↩ - Growth area and application definitions
ARA’s register defining the seven growth areas, six applications and the research fields used to measure them (October 2026). talent.arresearchhub.com ↩ - Plan evidence summary by area
ARA’s compiled evidence by area and application, October 2026. talent.arresearchhub.com ↩ - Plan action register
The plan’s register of proposed actions, owners, completion evidence and decision dates (ARA, October 2026). talent.arresearchhub.com ↩ - Partner demand register
ARA’s October 2026 register of the partner problems and access each application needs. talent.arresearchhub.com ↩ - Enabling capabilities map
ARA’s October 2026 map of AI/ML, data analytics and cybersecurity across the seven growth areas. talent.arresearchhub.com ↩ - Historical momentum method
ARA’s October 2026 method for the historical research momentum measure. talent.arresearchhub.com ↩ - Peer-position calculation method
ARA’s October 2026 method for comparing Arkansas with other EPSCoR jurisdictions on historical publication measures. talent.arresearchhub.com ↩ - Historical peer position findings
ARA’s October 2026 findings comparing Arkansas research areas with other EPSCoR jurisdictions. talent.arresearchhub.com ↩ - Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - Arkansas Research Expertise Database extract of 11 October 2026, current records (active, not tagged Formerly Arkansas; 10,384): 383 carry the Arkansas Agricultural Experiment Station (I2799886051) affiliation, 370 of them with UA Fayetteville as primary institution. ↩
- Audited 2021–2025 OpenAlex Arkansas work records: Division of Agriculture affiliations (330 of 1,365 crop and water papers; 243 of 697 animal and food papers) and water and quantum topic counts. talent.arresearchhub.com ↩
- Collaboration network analysis
ARA’s October 2026 analysis of co-authorship across Arkansas institutions, 2021-2025. talent.arresearchhub.com ↩ - Plan quality and award outcomes test
ARA’s exploratory test of whether state plan quality relates to NSF E-RISE and E-CORE awards, 2024-2026. talent.arresearchhub.com ↩ - Checked public-data context, exact source scopes and original-file reconciliations; research and industry populations remain separate. talent.arresearchhub.com ↩
- Proposed operating-measure definitions with population, denominator, comparison and missing-data rules; the committee sets baselines, targets and owners on the dates in Appendix C. talent.arresearchhub.com ↩
- NCSES Business Enterprise Research and Development (BERD) Survey: 2024 (NSF 27-300, released 29 October 2026); HERD FY2025 scheduled 24 November 2026. ncses.nsf.gov
NCSES official schedule of release dates. ncses.nsf.gov ↩ - Explicit lineage policies, separate mature published cases, domestic peer comparison, expanded analyst scope review and source-vintage limits. talent.arresearchhub.com ↩
- 4,653 local-inventor grants; organization information on 4,033; source-ID concentration and assignee-address coverage; no corporate-family or headquarters inference. talent.arresearchhub.com ↩
- Analyst title screening and provisional overlapping CPC contexts; no external domain or patent-claims validation; no seven-area ranking. talent.arresearchhub.com ↩
- Bounded analytical review of 21 primary patent abstracts and first independent claims; screening counts remain provisional. talent.arresearchhub.com ↩
- Mature three/five-year citation windows; same-year inventional CPC field reference; whole/fractional and shared-ID sensitivities. talent.arresearchhub.com ↩
- Selected patent acknowledgments linked to official NSF SBIR and Arkansas EPSCoR ASSET III award records; no commercial or causal outcome established. talent.arresearchhub.com ↩
- Cross-source population, dollar-basis and vintage boundaries; 20-family coverage and report integration record. talent.arresearchhub.com ↩
- Corrected publication record
ARA’s 28 October 2026 audit of 2021-2025 Arkansas publication records, with false or unresolved affiliations removed. talent.arresearchhub.com
Methods for the corrected 2021-2025 Arkansas publication record. talent.arresearchhub.com
ARA’s check of Walmart-affiliated papers from 2021-2025 that also list an Arkansas university affiliation. talent.arresearchhub.com ↩ - Federal funding by agency and accounting basis
ARA’s October 2026 record of federal research awards, reported separately by agency and accounting basis. talent.arresearchhub.com
Methods for reporting federal funding by source, agency and accounting basis. talent.arresearchhub.com ↩ - Complete data inventory
The full set of aggregate data files behind the plan’s evidence (ARA, October 2026). talent.arresearchhub.com ↩
Appendix C
Decision calendar
The Jurisdictional Steering Committee (JSC), or the body named in each row, makes the decisions below by the dates shown. Each row gives the plan’s recommended option, which the JSC may revise. ARA staffs the committee and holds no vote. Where ARA has a potential conflict of interest, AEDC or the independent reviewer brings the recommendation to the committee.1
C.1 Eligibility and state-office decisions for 2026-27
These decisions keep Arkansas eligible for federal EPSCoR competitions and keep state-office functions running.
| Decision | Who decides | Recommended option | By when |
|---|---|---|---|
| Is the reconstituted Science Advisory Committee the single steering committee for AR-NETWORK and the plan? | Science Advisory Committee, with ARA and AEDC | Yes: one committee, reconstituted under new by-laws | 31 Dec 2026 |
| Who runs state-office functions after 30 June 2027? | JSC; NSF confirms in writing. ARA is an interested party | AR-NETWORK, once NSF confirms in writing. Fallback: a DCL 24-114 supplement if NSF has not answered by 31 March 2027 | 31 Dec 2026 |
| Should AEDC request the DCL 24-114 transition supplement on DART (up to $700,000 for up to 12 months)? | AEDC | Hold in reserve, and file by 31 March 2027 if NSF has not confirmed the office model in writing. File while DART is in its final year, once its unliquidated balance is shown to be under $1,000,000 | 31 Dec 2026 (decision); 31 Mar 2027 (latest filing) |
| Which target sectors does AEDC confirm for the market test? | AEDC | A confirmed list, recording the decision for every sector | 31 Dec 2026 |
| How does Arkansas bridge the six anchor awards ending between 30 April 2027 and 31 January 2028? | JSC recommends | A staged bridge of continuity decisions: the microbial pathogenesis COBRE by January 2027; DART, MonArk and MUSiC by March 2027; the P20GM121293 application before 30 June 2027; a P20GM125503 plan by June 2027 | Jan 2027 (first stage) |
| What are the JSC’s by-laws, roster and conflict screen? | JSC | By-laws with seats, alternates and narrow recusal; at least one-third non-academic voting seats; ARA non-voting | 31 Jan 2027 |
| How is the 2024 plan made usable for the 2027 EPSCoR rounds? | Commerce or AEDC, with the Science Advisory Committee | Dated approval by a non-participant, because the 2024 plan’s exact approval date is not on record; roster and by-laws posted; committee staffing handover named | 31 May 2027 |
C.2 The selection rule
The JSC adopts the selection rule by January 2027, choosing among these options:
| Decision | Options | Recommended option |
|---|---|---|
| What rule screens narrower headline research opportunities? | At least two enabled passes and two passes on strong/moderate evidence; raw two-of-four as historical sensitivity; three passes | Apply the evidence-quality condition consistently to baseline and variants, within the seven-area framework |
| Add test 5, capacity to deliver? | Adopt as worded; adopt with both parts required; sensitivity only | Sensitivity only, since as worded it passes 21 of 28 candidates. Require both parts if a capacity test is wanted |
| Adopt the delivery review and watch rule? | Review verified demand, capability and operational conditions; two comparable failures prompt watch or a published reason to continue. Broad ARA sectors remain the framework | Adopt; no automatic sector removal from an expired award or overlapping publication windows |
| Which thresholds go in the sensitivity table? | Index 1.0 or 1.2; rank 7 or 10; two, three or five plans; two or three tests; with and without T2 | Print all variants in Appendix A |
| Adopt the evidence-quality condition proposed after a trial run of the screen? | A consistent requirement for two passes on strong or moderate evidence; committee choice at the workshop; revise the cap | Record that the condition was added after results were seen; adopt it before outside scoring and retain the raw-rule results for audit |
| Must the output test be passed? | Yes; no, any 2 of 4 | No default. Quantum can pass some historical raw-screen cases without measured output, but fails the current evidence-quality screen in every listed unmeasured case; measured alternatives are assessed separately3 |
| Do intramural federal laboratories count as anchors? | Yes; no, awards only | No default. The answer decides toxicology and changes the anchor evidence for food, crops and timber |
Sources1
C.3 Later decisions
| Decision | Who decides | By when |
|---|---|---|
| Name the outside methods and privacy reviewer. ARA does not choose its own scorer | JSC | Jan 2027 |
| Consultation with businesses, providers, communities and workforce partners who have problems for research to address across all seven areas. Recommended: at least 100 interviews, 25% industry and 15% two-year colleges, HBCUs or primarily undergraduate institutions; document what each proposed project is needed for and what access partners can offer | JSC | Jan 2027 |
| Seats: at least one-third non-academic voting seats, two-year college seats, alternates, narrow recusal | JSC, in the by-laws | Jan 2027 |
| AEDC’s role: co-chair or vice-chair, and sign-off on the priority set | JSC, in the by-laws | Jan 2027 |
| Whether to offer an opt-in team-matching service, run by an independent party outside ARA | JSC | Sep 2027 |
| Six delivery applications within the seven ARA areas, the materials workstream and enabling capabilities, each with a business, provider or community partner who agrees to define the problem and a lead who agrees to run it; vision wording; whether “grid” stays in the power-electronics title or is labeled a build target; center-continuity treatment | JSC, with AEDC sign-off | Mar 2027 |
| A provider or community pathway for the health application, using TEConomy’s health evidence and a defined rural problem | JSC, with health providers and community representatives | Mar 2027 |
| Approver for the new plan, checked against every EPSCoR project roster. Proposed: the Secretary of Commerce | Commerce | Mar 2027 |
| Title, period, effective date and length | JSC | Mar 2027 |
| Annual scorecard date and recipients. Recommended: 31 March, to the Governor and the relevant legislative committee | JSC | Mar 2027 |
| Durable instrument establishing the JSC | Commerce or AEDC | May 2027 |
| Operational targets with accepted owners; use trends for comparable established series and feasible milestones for new activities | JSC | 1 Apr 2027 |
| Fallback owner if AR-NETWORK is not renewed | JSC. ARA is an interested party | Jan 2028 |
| Whether ARA Impact Grants follow the plan’s list. They are ARA’s own funds, which the plan cannot bind | ARA board | May 2027 |
Sources1
C.4 Calendar through adoption and renewal
| When | Milestone |
|---|---|
| 30 Nov 2026 | Proposed selection rule and its variants fixed; written questions to NSF |
| 31 Dec 2026 | One committee named; office model decided, subject to NSF’s written confirmation; AEDC sector list |
| Jan 2027 | By-laws and roster posted; JSC adopts the selection rule; first continuity decision; interim action register opens; outside reviewer named; consultation plan agreed |
| Jan-Feb 2027 | Consultation round 1, including UAPB, a two-year campus and Fort Smith, to establish who needs each problem solved, access to data or test sites, proposed project leads and facility gaps for the food priority |
| Feb 2027 | Independent human check of the peer-plan and area classifications; external scoring and sensitivity table |
| Mar 2027 | JSC evidence workshop; JSC decides the priority set and the vision; bridge decisions for DART, MonArk and MUSiC |
| 1 Apr 2027 | JSC sets targets; 45-day public comment opens |
| May 2027 | Adoption vote; dated approval of the 2024 plan kept as a fallback |
| By 31 May 2027 | Approver signs; plan takes effect |
| 20 Jul and 10 Aug 2027 | E-CORE and E-RISE deadlines for the 2027 round4 |
| 31 Mar 2028 | First annual scorecard (proposed) |
| 30 Jun 2028 | AR-NETWORK renewal submission planned; E-CORE renewals run up to four years4 |
Sources1
C.5 Decisions for steel and critical-minerals capability
| Decision | What the decision rests on | By when |
|---|---|---|
| Establish the capability-building route across the seven areas | Criteria for unfunded scoping in March, adopted after consultation, with conflict rules, independent review, a discovery ceiling and separate pilot and expansion gates | June 2027 |
| Validate separate steel and lithium briefs | March scoping followed by operator and downstream-user validation, a map of existing programs, proposed convenors and any additional public-research contribution | June 2027 |
| Review a buyer-backed precursor/cathode feasibility brief | UA process researchers with SAU, ALTA and buyer participation proposed; compare routes, feed rights, evaluation, costs, site needs and Arkansas work before a manufacturing decision | September 2027 |
| Decide whether each brief is ready for a bounded pilot | Confirmed team and access, costed operations, partner contribution, data/IP terms, specification, baseline and stop conditions | January 2028 |
These decisions do not change the screening results in Appendix A. No role, appropriation or company commitment has been accepted for them.
Sources
4
- Plan decision register
The plan’s outline and decision register, with decisions and dates (ARA, October 2026). talent.arresearchhub.com ↩ - Arkansas EPSCoR fact inventory
ARA’s October 2026 inventory of Arkansas EPSCoR facts, including the 2024 plan and NSF award terms. talent.arresearchhub.com ↩ - Selection rule specification
ARA’s specification of the selection rule and its tested alternatives, October 2026. talent.arresearchhub.com ↩ - NSF EPSCoR program rules
ARA’s summary of NSF EPSCoR program rules, solicitations and deadlines, October 2026. talent.arresearchhub.com ↩
Appendix D
Public facts and source checks
Each public fact below was checked against a primary source; the chapter source notes link every other citation. Where the check reads “Verified in part,” the plan states only the confirmed portion. Roman numerals (I–V) in the “Used in” column refer to the parts of the plan.
The peer-plan theme counts, and the area and peer-position classes built on them, were coded with the help of AI tools; a person checks them in February 2027 before the committee relies on them (Appendices B and C).
| Fact as the plan states it | Used in | Source check |
|---|---|---|
| J.B. Hunt began in 1961 in Stuttgart selling rice hulls as poultry litter; trucking began in 1969 with five tractors and seven trailers; headquartered in Lowell | Prologue | Verified1 |
| A power-electronics company founded in 1997 and grown in the University of Arkansas research park by the university’s engineering graduates; Cree bought it in 2015; Wolfspeed’s Fayetteville site still researches and builds power modules as of its 2026 annual report | Prologue; III, power | Verified in part:2 the acquisition, the renaming and the site’s status are confirmed; the founding history is more involved than “founded by University of Arkansas engineers,” so the plan does not say that |
| Walmart is the world’s largest retailer, headquartered in Bentonville | III, freight and supply chain | Verified3 (NRF Top 50 Global Retailers 2026; it is the second-largest company by revenue on the 2026 Fortune Global 500, so the plan does not call it the largest company) |
| Arkansas is the third-largest broiler-producing state, raising about one pound in eight of the nation’s broilers; broilers are the biggest line in its farm income | III, feeding | Verified4 |
| Tyson Foods and George’s are headquartered in Springdale, Cobb-Vantress and Simmons in Siloam Springs, and Riceland in Stuttgart | III, feeding | Verified56 |
| The Arkansas Children’s Nutrition Center is one of six USDA human nutrition centers and studies how diet shapes mothers’ and children’s health | III, feeding | Verified7 |
| The University of Arkansas at Pine Bluff runs the state’s aquaculture and fisheries center | III, feeding | Verified8 (Arkansas leads in baitfish, not in aquaculture overall, so the plan claims no aquaculture rank) |
| Arkansas grew about 45% of the nation’s rice in 2025, more than any other state | III, growing | Verified9 |
| Arkansas farms irrigate from an aquifer the state is pumping faster than the estimated sustainable rate | III, growing | Verified in part:10 the plan uses the state’s own wording; no source supports calling it “one of the most heavily used aquifers in the country,” so the plan does not |
| No state has a bigger share of its private jobs in trucking than Arkansas: about 2.8% in 2025 against 1.1% nationally; J.B. Hunt is in Lowell and ArcBest in Fort Smith | III, freight | Verified in part:11 the shares, the rank and the two headquarters are confirmed; the plan does not cite Walmart’s private fleet |
| More than four in ten Arkansans (44.5%) lived in places the 2020 Census counts as rural, more than twice the national share | II; III, caring | Verified;12 no trend is stated because the 2020 definition changed |
| Agriculture and the industries built on it support about 13% of Arkansas jobs, counting indirect effects | I | Verified13 (Division of Agriculture estimate for 2024, including processing, forest products and indirect and induced jobs) |
| Arkansas was one of the five states in EPSCoR’s first cohort in 1980, with Maine, Montana, South Carolina and West Virginia | I | Verified14 |
Sources
14
- Encyclopedia of Arkansas (Central Arkansas Library System), “J. B. Hunt Transport Services, Inc.”, last updated 12 May 2025. encyclopediaofarkansas.net
Encyclopedia of Arkansas, “Johnnie Bryan (J. B.) Hunt”, last updated 28 May 2026. encyclopediaofarkansas.net
J.B. Hunt Transport Services, “The Story of J.B. Hunt” (company careers site). careers.jbhunt.com
J.B. Hunt, Form 10-K for FY2025, filed 24 Feb 2026 (SEC EDGAR, accession 0001437749-26-005294); SEC EDGAR company record (business address Lowell, AR).
J.B. Hunt Q4/full-year 2025 earnings release, 15 Jan 2026 (jbhunt.com newsroom / Business Wire). ↩ - University of Arkansas, “APEI Team Wins 2012 Arkansas Small Business Award”, news.uark.edu, 2012. news.uark.edu
University of Arkansas, “Innovative Electronics Company Offers Potential in Venus Landing, Army Transportation”, news.uark.edu, 11 Aug 2005. news.uark.edu
Semiconductor Today, “Cree acquires SiC power module firm APEI”, 9 July 2015. semiconductor-today.com
Talk Business & Politics, “Cree Inc. Acquires Fayetteville’s APEI”, 9 July 2015. talkbusiness.net
Wolfspeed, “Cree, Inc. Officially Changes Company Name to Wolfspeed, Inc.”, 4 Oct 2021. wolfspeed.com
Wolfspeed, Inc., Form 10-K for the fiscal year ended 28 June 2026, filed 20 Aug 2026 (SEC EDGAR, accession 0000895419-26-000054), Item 1 and Item 2. The SEC full-text search index independently confirms that the exact phrase “Fayetteville, Arkansas” appears in this filing (and in each Wolfspeed/Cree 10-K from FY2021 to FY2025). sec.gov
Wolfspeed, “FY26 Q3 Earnings” investor presentation, May 2026, slide 6. s29.q4cdn.com
Wolfspeed, “Wolfspeed Reports Financial Results for the Fourth Quarter of Fiscal 2026”, 19 Aug 2026 (Exhibit 99.1). s29.q4cdn.com
Wolfspeed, “PowerMakers: How Wolfspeed’s Fayetteville Team Turns Silicon Carbide Expertise into Customer Momentum”, 28 Apr 2026. wolfspeed.com
Wolfspeed, press release announcing Chapter 11 filing, 30 June 2025; and “Wolfspeed’s Plan of Reorganization Confirmed”, 8 Sept 2025 (investor.wolfspeed.com).
Wolfspeed newsroom listing (wolfspeed.com/company/news-events/news/), latest item 15 Oct 2026. ↩ - Fortune, “Fortune Announces 2026 Fortune Global 500 List”, press release, New York, 28 July 2026 (revenue for the 2025 fiscal year) and Fortune Global 500 ranking page (2026). fortune.com
Walmart Inc., Form 10-K for the fiscal year ended 31 January 2026, filed 13 March 2026 (SEC EDGAR, accession 0000104169-26-000055): cover page, Item 1. sec.gov
National Retail Federation (with Kantar), “Top 50 Global Retailers 2026” page. nrf.com ↩ - USDA National Agricultural Statistics Service, “Poultry - Production and Value 2025 Summary”, April 2026, table “Broiler Production and Value - States and United States: 2025”, p. 7 (annual estimates cover 1 Dec 2024 to 30 Nov 2025). esmis.nal.usda.gov
USDA Economic Research Service, Farm Income and Wealth Statistics, “Annual cash receipts by commodity, U.S. and States”, data as of 3 Sept 2026 (Arkansas, 2025). ers.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596), 2026: “No. 3 in Broilers” (2025 production year, citing NASS). uaex.uada.edu ↩ - Cobb-Vantress, “Cobb-Vantress Opens Hiring Center in Siloam Springs to Support Growing Team”, 18 May 2022 (company news, About Cobb boilerplate). cobbgenetics.com
Simmons Foods, Inc., “About” page (company website). simmonsfoods.com
George’s, Inc., “About Us” and home page (company website). georgesinc.com
Tyson Foods, Inc., Form 10-K for fiscal 2025 and SEC EDGAR record (see tyson-origin). ↩ - Riceland Foods, “About Riceland” (company website). riceland.com
Encyclopedia of Arkansas (CALS), “Riceland Foods”, last updated 9 Sept 2026. encyclopediaofarkansas.net
Encyclopedia of Arkansas, “Stuttgart (Arkansas County)”, last updated 7 Oct 2026. encyclopediaofarkansas.net ↩ - UAMS College of Medicine, Department of Pediatrics, “About the Arkansas Children’s Nutrition Center”. medicine.uams.edu
USDA Agricultural Research Service, AgResearch Magazine, “Nutrition for the Very Young”, Dec 1999. agresearchmag.ars.usda.gov
USDA ARS (AgLab), “Keeping America Healthy: ARS’s Human Nutrition Centers”. aglab.ars.usda.gov ↩ - USDA National Agricultural Statistics Service, “2022 Census of Agriculture, 2023 Census of Aquaculture”, Table 1 “Value of Aquaculture Products Sold by Type: 2023 and 2018” and Table 16 “Baitfish Sales by Species: 2023 and 2018”. data.nass.usda.gov
University of Arkansas at Pine Bluff, “Research programs” and “AQFI Center of Excellence” pages (Department of Aquaculture & Fisheries). uapb.edu
University of Arkansas at Pine Bluff, Combined Research and Extension Plan of Work 2022-2026 (submitted to USDA NIFA, dated 24 May 2021). portal.nifa.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596): No. 3 in catfish (foodsize), 2025 production year (NASS). uaex.uada.edu ↩ - USDA National Agricultural Statistics Service, “Crop Production 2025 Summary”, January 2026, table “Rice Area Planted and Harvested, Yield, and Production by Class - States and United States: 2023-2025”, pp. 29-30. esmis.nal.usda.gov
USDA NASS, “Crop Production”, released 9 October 2026, table “Rice Area Harvested, Yield, and Production - States and United States: 2025 and Forecasted October 1, 2026”. esmis.nal.usda.gov
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596): “No. 1 in Rice” (2025 production year, citing NASS); rice exports $1.1 billion in 2024, No. 1 in the nation. uaex.uada.edu
Encyclopedia of Arkansas (CALS), “Rice Industry”, updated 29 Sept 2026: “Arkansas leads the fifty states in rice production.”. encyclopediaofarkansas.net ↩ - Arkansas Department of Agriculture, Natural Resources Division, “2025 Arkansas Groundwater Protection and Management Report” (covers 2024-25; file created 2 June 2026), Executive Summary and Introduction. media.ark.org
Arkansas Department of Agriculture, news release “Annual Groundwater Report Reinforces Need for Arkansas Water Plan”, posted 7 July 2026. agriculture.arkansas.gov
Arkansas Department of Agriculture, “Critical Groundwater Areas” (program page). agriculture.arkansas.gov
U.S. Geological Survey, Scientific Investigations Report 2024-5088, “Inset groundwater-flow models for the Cache and Grand Prairie Critical Groundwater Areas, northeastern Arkansas”, first posted 8 Nov 2024. doi.org
U.S. Geological Survey, “Groundwater availability of the Mississippi embayment”, 30 Nov 2011. usgs.gov
(Draft, context only) Arkansas Department of Agriculture, “2026 Arkansas Water Plan: Draft Issues, Recommendations, and Solution Strategies”, July 2026. media.ark.org ↩ - U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages (QCEW), annual averages 2025, Arkansas (area 05000) and all states, NAICS 484 Truck transportation, private ownership; and all-industry total. data.bls.gov
SEC EDGAR company records (business addresses) and Form 10-K filings: J.B. Hunt Transport Services (Lowell, AR; 10-K filed 24 Feb 2026), ArcBest Corp (Fort Smith, AR; 10-K filed 25 Feb 2026), PAMT Corp / P.A.M. Transportation Services (Tontitown, AR; 10-K filed 12 Mar 2026). data.sec.gov
SEC XBRL company data: ArcBest 2025 revenue 4,010,158,000 USD (10-K filed 25 Feb 2026). J.B. Hunt earnings release 15 Jan 2026 (2025 revenue $12.00 billion). ↩ - U.S. Census Bureau, “State-level 2020 and 2010 Census Urban and Rural Information” (State_Urban_Rural_Pop_2020_2010.xlsx), from the 2020 Census Urban and Rural Classification and Urban Area Criteria; and Census Bureau, “2020 Census Urban Areas Facts” (updated June 2023) for the US total. www2.census.gov ↩
- University of Arkansas System Division of Agriculture, “Economic Contribution of Agriculture to the Arkansas Economy in 2024” (fact sheet FSA112, printed June 2026; IMPLAN 2024 Arkansas data). uaex.uada.edu
University of Arkansas System Division of Agriculture, “Arkansas Agriculture Profile, Pocket Facts 2026” (MP596), 2026, “Economic Contribution of Agriculture” pages 18-25. uaex.uada.edu ↩ - National Science Foundation, “FY 2027 Budget Request to Congress” (NSF 26-020, 3 April 2026), “NSF Authorizations and Other Reports”, “EPSCoR Report to Congress for Fiscal Year 2025”, pp. Authorizations-13 and -14. nsf-gov-resources.nsf.gov
IDA Science and Technology Policy Institute for NSF, “Evaluation of the National Science Foundation’s Experimental Program to Stimulate Competitive Research (EPSCoR): Final Report”, footnote 2 of the Executive Summary (document dated Jan 2015). epscor.w3.uvm.edu
NSF, “NSF 101: Geographic diversity through EPSCoR”: “Since 1979, the U.S. National Science Foundation has addressed the need for geographic diversity through EPSCoR.”. nsf.gov ↩