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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Stirling

United Kingdom · Europe

#633World rank of 1,038
43.3ICI scoreout of 100
#44National rank, of 62 in United Kingdom
#263Regional rank, of 388 in Europe
131.5Verified industry works, 2021 to 2025
99Company groups worked with (24 on two or more works)

University of Stirling is ranked #633 of 1,038. Its strongest pillar is breadth (99): partners spread across many research fields. It is held back most by scale (10): a network of 24 company groups on two or more joint works; and by durability (14): 4 of its company groups are sustained partners (five or more joint works in three or more of the five years).

Research Collaboration Index 2026: #553 of 1,195, Silver standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
58

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 131.5 verified works against about 120 expected for its fields (1.09 times the expected rate).

Durability20% of the score
14

How much of its industry work sits in sustained partnerships with the same company group. 4 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
10

The size of its industry network: company groups on two or more works, sustained partnerships, and its place in the worldwide network of universities and companies. 24 company groups on two or more joint works; 4 sustained partnerships.

Breadth20% of the score
99

How varied its partners are, judged by each company's main research field. Measured across the main research fields of all the company groups it worked with.

Each pillar is a percentile among the 1,038 ranked universities: a value of 80 means a higher value than about 80 in every 100 of them. The ICI score (43.3) is the weighted average of the four percentiles. Rank 633 of 1,038 overall; 44 of 62 in United Kingdom; 263 of 388 in Europe. Standing bands: Platinum for ranks 1 to 100, Gold 101 to 300, Silver 301 to 600. How the index is built →

In numbers

The evidence behind the position

2.7%of its 4,891 research works in 2021 to 2025 were co-authored with a verified company
1.09Industry co-authorship rate: 1.09 times what its mix of research fields would predict (131.5 verified works; about 120 expected)
4sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United Kingdom

44 of 62 ranked universities in United Kingdom

  1. #42 Aston University world #616, score 44.2
  2. #43 University of Plymouth world #630, score 43.4
  3. #44 University of Stirling world #633, score 43.3
  4. #45 University of Hertfordshire world #636, score 43.1
  5. #46 University of Sussex world #646, score 42.6

All ranked universities →   Europe: 263 of 388 →

Where it works with industry

Sector strengths

Verified industry works by sector, with its position in each sector ranking. A university is ranked in a sector once it has at least 20 verified works there; sectors with fewer than 50 eligible universities are provisional.

Sector positions

#100 of 194Agriculture and Food Technology29 verified works in the sector
Agriculture and Food Technology
29#100 of 194
Artificial Intelligence
3under 20 works
Pharmaceuticals and Therapeutics
2under 20 works
Software, Cloud and Data
2under 20 works
Advanced Manufacturing and Industry 4.0
1under 20 works
Climate, Environment and Sustainability
1under 20 works
Not in any of the 21 sectors
93.5counted in the overall index

38 of its 131.5 verified industry works fall within the 21 sectors. The rest have research topics that belong to no industry sector (basic science, for example) or are consortium papers with 100 or more authors, which the sector indices leave out; all of them count fully in the overall index.

Who it works with

Company partners, 2021 to 2025

University of Stirling co-authored verified work with 99 company groups, consortium papers aside: 24 of them on two or more works, and 4 as sustained partners.

The largest 12 of its 99 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
BioMarNorwayAgricultural and Biological Sciences115 of 5
BenchmarkUnited KingdomMedicine52 of 5
MowiNorwayEnvironmental Science54 of 5
LerøyNorwayEnvironmental Science53 of 5
Brockmann ConsultGermanyEnvironmental Science54 of 5
AquaBioTech GroupMaltaEnvironmental Science3.52 of 5
SkrettingNorwayAgricultural and Biological Sciences33 of 5
MicrosoftUnited StatesComputer Science22 of 5
Faculty of 1000United StatesEconomics, Econometrics and Finance21 of 5
Mosaiques Diagnostics and TherapeuticsGermanyMedicine22 of 5
CargillUnited StatesAgricultural and Biological Sciences22 of 5
Chelsea TechnologiesUnited KingdomMedicine22 of 5

A company group brings together a company's subsidiaries and research labs under one name. A work counts half when its only company author also holds a post at this university. Consortium papers with 100 or more authors are left out of this table.

Examples of its work with industry

Most-cited verified joint works

Its most-cited verified works with 30 or fewer authors, leaving out guidelines and consensus statements. Citation counts are those of the open scholarly record at harvest. Each title links to the work.

Over time

Verified industry works by year

29.52021
28.52022
282023
232024
22.52025

2025 is not yet complete: papers published late in the year are still being added to the open record, and coverage may not be equally complete for every university, so compare years with care. A work counts half when its only company author also holds a post at the university, so some totals end in .5.

Clinical trials (reported, not scored)

1 industry-partnered clinical trial

Trials starting 2021 to 2025 in ClinicalTrials.gov in which a company and this university are the sponsor and a collaborator. Names are matched exactly, so a trial registered only under an affiliated hospital's own name is not counted here, and the count can be well below the university's real trial activity. Trials do not enter the score.

The trial:

  • NCT04772040 Impact of Fish Oil Dose on Tissue Content and Function with Danone Nutricia Research, 2021

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 15 Horizon projects with company partners

Horizon 2020 and Horizon Europe projects starting 2021-2025 in which this university and at least one company take part (54 distinct companies). Most frequent: Via Donau Osterreichische Wasserstrassen Gesellschaft MBH, Brockmann Consult GmbH, Akcionarsko Drustvo Elektroprivreda Srbije Beograd, 3edata Ingenieria Ambiental SL, Avia-gis NV, Bantry Marine Research Station Limited.

  • MERLIN Mainstreaming Ecological Restoration of freshwater-related ecosystems in a Landscape context: INnovation, upscaling and transformation 2021, 6 companies
  • DOORS Developing Optimal and Open Research Support for the Black Sea (DOORS) 2021, 4 companies
  • LandSeaLot Land-Sea interface: Let’s observe together! 2024, 5 companies

United Kingdom: 27 UKRI projects with named company partners

Projects funded through UK Research and Innovation (research councils and Innovate UK, including Knowledge Transfer Partnerships) starting 2021-2025 in which this university takes part and at least one company is a named partner (107 distinct companies, including collaborations reported after the award). Most frequent: ARUP, Benchmark Holdings, BT Group, FERA SCIENCE LIMITED, Housing LIN Ltd, IBioIC (Industrial Biotech Innov Ctr).

Shown for context from the public grant registries; they do not enter the score in Edition 1. Comparable open registries of company partners exist for the European Union and the United Kingdom but not yet for most other research systems, and in some countries national research organisations take part on behalf of university laboratories, so these counts are not comparable between countries.

Funded and co-publishing. Of the funded company partners that match an ICI company group, 9 also appear in this university's verified co-authorship record (Benchmark, Brockmann Consult, BioMar, Microsoft, Pintail, AstraZeneca) and 39 are funded partners not yet visible in it. About 31% of funded company names could be matched to a company group; the rest are counted, not guessed. Sources: UKRI Gateway to Research harvested 4 Oct 2026; CORDIS bulk files of 2026-10-12 (latest record update 2026-06-10). Funded partnerships cover UK (UKRI Gateway to Research) and EU (Horizon 2020 and Horizon Europe, CORDIS) projects starting 2021 to 2025 only. They are reported, never scored, and a funder record outside these two sources is not visible here.

Evidence checked

163 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 208 of 371 candidate links were set aside.

Why links were set aside
  • 107 company name not written in the author's affiliation
  • 25 ordinary-word name without a company suffix
  • 20 excluded after hand audit: Nofima is a state-owned research institute; research and technology organisations are not counted as industry
  • 17 part of a university or public institute's own unit
  • 12 a place or common word that failed its stricter rule
  • 8 a contractor staffing a federal laboratory
  • 19 for other reasons: smaller hand-audit findings, and links the current open record no longer supports

If a partner is missing or should not be here, send the evidence; corrections are free and reviewed against the public record.

GRP Partnership Intelligence Platform

Where University of Stirling's collaboration could go next

This profile is free and public, and it stays that way. Beyond it, the GRP Partnership Intelligence Platform, a partner service arranged with each university, sets your record in both GRP indices beside the peers you choose: the universities and companies your peers work with that you do not, live funding calls matched to your strengths, the EU projects your peers have won, and a brief ready for your executive. It opens to partner universities on Monday 19 October 2026: enquire, and the GRP team will confirm availability and pricing for your university.

Request first access →  See what is inside →

The platform cannot move any university's position, band or score.

The other GRP index

Research Collaboration Index

In the Research Collaboration Index 2026, University of Stirling ranks #553 of 1,195, with Silver standing. It measures the whole research network, not only industry.

View the RCI profile →

Something wrong? Every figure comes from the public record and can be checked. If a partner is missing or should not be there, tell us and we will review it with the evidence. The 2027 edition will be calculated with the same published methodology. The window for universities to submit data for it is open now: submit data for the 2027 edition. The index is free, public and independent. No commercial relationship with any university or company changes any position, and no one can pay to be included, excluded or moved.