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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Toledo

United States · North America

#894World rank of 1,038
28.1ICI scoreout of 100
#192National rank, of 203 in United States
#216Regional rank, of 231 in North America
175.5Verified industry works, 2021 to 2025
140Company groups worked with (44 on two or more works)

University of Toledo is ranked #894 of 1,038. Its strongest pillar is breadth (66): partners spread across many research fields. It is held back most by scale (19): a network of 44 company groups on two or more joint works; and by durability (6): 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: #814 of 1,195 · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
26

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 175.5 verified works against about 266 expected for its fields (0.66 times the expected rate).

Durability20% of the score
6

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
19

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. 44 company groups on two or more joint works; 4 sustained partnerships.

Breadth20% of the score
66

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 (28.1) is the weighted average of the four percentiles. Rank 894 of 1,038 overall; 192 of 203 in United States; 216 of 231 in North America. 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

2.6%of its 6,835 research works in 2021 to 2025 were co-authored with a verified company
0.66Industry co-authorship rate: 0.66 times what its mix of research fields would predict (175.5 verified works; about 266 expected)
4sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

192 of 203 ranked universities in United States

  1. #190 University of Montana world #891, score 28.5
  2. #191 Florida Atlantic University world #893, score 28.1
  3. #192 University of Toledo world #894, score 28.1
  4. #193 University of Memphis world #898, score 28.0
  5. #194 Florida College world #907, score 27.2

All ranked universities →   North America: 216 of 231 →

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

#613 of 638Pharmaceuticals and Therapeutics22 verified works in the sector
Pharmaceuticals and Therapeutics
22#613 of 638
Medical Technology and Digital Health
10.5under 20 works
Semiconductors and Microelectronics
9under 20 works
Advanced Materials and Nanotechnology
7under 20 works
Advanced Manufacturing and Industry 4.0
6under 20 works
Climate, Environment and Sustainability
5under 20 works
Biotechnology and Advanced Therapies
4under 20 works
Clean Energy Transition
3under 20 works
Built Environment and Infrastructure
1.5under 20 works
Artificial Intelligence
1under 20 works
Chemicals, Process and Resources
1under 20 works
Next-Generation Communications
1under 20 works
Software, Cloud and Data
1under 20 works
Not in any of the 21 sectors
103.5counted in the overall index

72 of its 175.5 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 Toledo co-authored verified work with 140 company groups, consortium papers aside: 44 of them on two or more works, and 4 as sustained partners.

The largest 12 of its 140 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
GradalisUnited StatesMedicine134 of 5
First SolarUnited StatesEngineering63 of 5
Rio TintoAustraliaEngineering64 of 5
Agilent TechnologiesUnited StatesEngineering53 of 5
IlluminaUnited StatesBiochemistry, Genetics and Molecular Biology42 of 5
Johnson & JohnsonUnited StatesMedicine43 of 5
ImmuneeringBiochemistry, Genetics and Molecular Biology42 of 5
IBMUnited StatesComputer Science43 of 5
Global Aquatic ResearchUnited StatesNot recorded43 of 5
Thermo Fisher ScientificUnited StatesBiochemistry, Genetics and Molecular Biology43 of 5
Burning Rock BiotechChinaMedicine32 of 5
Kelly ServicesUnited StatesMedicine32 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

34.52021
412022
45.52023
24.52024
302025

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.

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 1 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 (2 distinct companies). Company partners include: Thales Las France SAS.

  • CaLIGOLA Cartan geometry, Lie and representation theory, Integrable Systems, quantum Groups and quantum computing towards the understanding of the... 2023, 2 companies

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.

Evidence checked

249 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 307 of 556 candidate links were set aside.

Why links were set aside
  • 119 company name not written in the author's affiliation
  • 45 excluded after hand audit: Matched from Italian department names (Medica)
  • 42 part of a university or public institute's own unit
  • 35 ordinary-word name without a company suffix
  • 27 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 13 a place or common word that failed its stricter rule
  • 26 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 Toledo'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 Toledo ranks #814 of 1,195. 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.