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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Wisconsin-Madison

United States · North America · Platinum

#57World rank of 1,038
78.8ICI scoreout of 100
#24National rank, of 203 in United States
#24Regional rank, of 231 in North America
2,381Verified industry works, 2021 to 2025
1,044Company groups worked with (368 on two or more works)

University of Wisconsin-Madison is ranked #57 of 1,038, with Platinum standing. Its strongest pillar is scale (94): a network of 368 company groups on two or more joint works. All four pillars are above the middle of the ranked universities; the lowest is breadth (62).

Research Collaboration Index 2026: #78 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
79

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 2,381 verified works against about 1,772 expected for its fields (1.34 times the expected rate).

Durability20% of the score
72

How much of its industry work sits in sustained partnerships with the same company group. 92 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
94

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. 368 company groups on two or more joint works; 92 sustained partnerships.

Breadth20% of the score
62

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 (78.8) is the weighted average of the four percentiles. Rank 57 of 1,038 overall; 24 of 203 in United States; 24 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

4.9%of its 48,981 research works in 2021 to 2025 were co-authored with a verified company
1.34Industry co-authorship rate: 1.34 times what its mix of research fields would predict (2,381 verified works; about 1,772 expected)
92sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

24 of 203 ranked universities in United States

  1. #22 Georgia Institute of Technology world #53, score 79.1
  2. #23 University of California, San Francisco world #56, score 78.8
  3. #24 University of Wisconsin-Madison world #57, score 78.8
  4. #25 University of Chicago world #58, score 78.7
  5. #26 North Carolina State University world #60, score 78.6

All ranked universities →   North America: 24 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.

Strongest sector positions

#14 of 194Agriculture and Food Technology113 verified works in the sector
#35 of 323Medical Technology and Digital Health102 verified works in the sector
#97 of 638Pharmaceuticals and Therapeutics286.5 verified works in the sector
Pharmaceuticals and Therapeutics
286.5#97 of 638
Agriculture and Food Technology
113#14 of 194
Medical Technology and Digital Health
102#35 of 323
Advanced Materials and Nanotechnology
62.5#164 of 481
Software, Cloud and Data
60#43 of 167
Climate, Environment and Sustainability
58.5#135 of 373
Clean Energy Transition
55.5#74 of 295
Artificial Intelligence
48#123 of 292
Biotechnology and Advanced Therapies
29.5#174 of 220
Chemicals, Process and Resources
25.5#208 of 237
Quantum Technologies
23.5#34 of 40 provisional
Automotive and Mobility
18.5under 20 works
Advanced Manufacturing and Industry 4.0
17.5under 20 works
Built Environment and Infrastructure
15under 20 works
Next-Generation Communications
14.5under 20 works
Semiconductors and Microelectronics
9under 20 works
Batteries and Energy Storage
5under 20 works
Cybersecurity and Digital Trust
5under 20 works
Robotics and Autonomous Systems
2.5ranking withheld (under 10 eligible)
Aerospace and Aviation
2under 20 works
Space and Satellite Technology
1under 20 works
Not in any of the 21 sectors
1,425.5counted in the overall index

955.5 of its 2,381 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 Wisconsin-Madison co-authored verified work with 1,044 company groups, consortium papers aside: 368 of them on two or more works, and 92 as sustained partners.

The largest 12 of its 1,044 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
RocheSwitzerlandMedicine1215 of 5
GoogleUnited StatesComputer Science55.55 of 5
MicrosoftUnited StatesComputer Science53.55 of 5
SanofiFranceMedicine53.55 of 5
RhoUnited StatesMedicine485 of 5
Johnson & JohnsonUnited StatesMedicine475 of 5
AbbVieUnited StatesMedicine475 of 5
RegeneronUnited StatesMedicine475 of 5
AstraZenecaUnited KingdomMedicine405 of 5
NovartisSwitzerlandMedicine39.55 of 5
Eli LillyUnited StatesMedicine375 of 5
Merck & Co. (MSD)United StatesMedicine365 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

4532021
4182022
474.52023
5072024
528.52025

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)

26 industry-partnered clinical trials

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.

Examples:

  • NCT06771830 Evaluation of Pediatric eCART Implementation with AgileMD, Inc., 2025
  • NCT06769594 Next Generation CT System with GE Healthcare, 2025
  • NCT06971991 qDSA Blood Flow Measurement in Patients Undergoing TAE of the Liver with Siemens Medical Solutions, 2025
  • NCT05893420 A Rapid Diagnostic of Risk in Hospitalized Patients Using Machine Learning with AgileMD, Inc., 2024
  • NCT06713642 SPOTFIRE Sore Throat (ST) Study with BioMérieux, 2024
  • NCT06224270 Study of Response to Zoster Vaccine in Adults with Inflammatory Bowel Disease Treated with Medications with GlaxoSmithKline, 2024

Evidence checked

3,419 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 2,642 of 6,061 candidate links were set aside.

Why links were set aside
  • 1,243 company name not written in the author's affiliation
  • 390 part of a university or public institute's own unit
  • 320 ordinary-word name without a company suffix
  • 179 a place or common word that failed its stricter rule
  • 80 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 79 excluded after hand audit: General Atomics' evidence here is almost entirely from DIII-D and inertial-fusion work it performs as operator of US government facilities; treated as a contractor-operated government laboratory, like Leidos Biomedical Research
  • 351 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.

For your communications

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GRP Partnership Intelligence Platform

Where University of Wisconsin-Madison'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 Wisconsin-Madison ranks #78 of 1,195, with Platinum 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.