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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Yale University

United States · North America · Platinum

★ Sector Awards 2026. Finalist: the Global Industry Partnership of the Year (with AstraZeneca; Silvio E. Inzucchi and Anna Maria Langkilde).

#66World rank of 1,038
78.0ICI scoreout of 100
#28National rank, of 203 in United States
#28Regional rank, of 231 in North America
3,646Verified industry works, 2021 to 2025
1,086Company groups worked with (394 on two or more works)

Yale University is ranked #66 of 1,038, with Platinum standing. Its strongest pillar is scale (96): a network of 394 company groups on two or more joint works. It is held back most by breadth (15): partners concentrated in a few research fields.

Research Collaboration Index 2026: #17 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
90

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 3,646 verified works against about 2,304 expected for its fields (1.58 times the expected rate).

Durability20% of the score
95

How much of its industry work sits in sustained partnerships with the same company group. 124 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
96

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. 394 company groups on two or more joint works; 124 sustained partnerships.

Breadth20% of the score
15

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 (78.0) is the weighted average of the four percentiles. Rank 66 of 1,038 overall; 28 of 203 in United States; 28 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

6.0%of its 60,951 research works in 2021 to 2025 were co-authored with a verified company
1.58Industry co-authorship rate: 1.58 times what its mix of research fields would predict (3,646 verified works; about 2,304 expected)
124sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

28 of 203 ranked universities in United States

  1. #26 North Carolina State University world #60, score 78.6
  2. #27 University of Utah world #63, score 78.3
  3. #28 Yale University world #66, score 78.0
  4. #29 Washington University in St. Louis world #67, score 77.9
  5. #30 The Ohio State University world #70, score 77.6

All ranked universities →   North America: 28 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

#15 of 638Pharmaceuticals and Therapeutics927.5 verified works in the sector
#14 of 323Medical Technology and Digital Health181.5 verified works in the sector
#46 of 220Biotechnology and Advanced Therapies72 verified works in the sector
Pharmaceuticals and Therapeutics
927.5#15 of 638
Medical Technology and Digital Health
181.5#14 of 323
Biotechnology and Advanced Therapies
72#46 of 220
Artificial Intelligence
63#92 of 292
Climate, Environment and Sustainability
41#160 of 373
Software, Cloud and Data
27#101 of 167
Advanced Materials and Nanotechnology
26.5#434 of 481
Quantum Technologies
21.5#39 of 40 provisional
Chemicals, Process and Resources
16under 20 works
Agriculture and Food Technology
8.5under 20 works
Next-Generation Communications
8under 20 works
Clean Energy Transition
7.5under 20 works
Advanced Manufacturing and Industry 4.0
4under 20 works
Automotive and Mobility
4under 20 works
Semiconductors and Microelectronics
3.5under 20 works
Built Environment and Infrastructure
2.5under 20 works
Batteries and Energy Storage
1under 20 works
Cybersecurity and Digital Trust
1under 20 works
Robotics and Autonomous Systems
1ranking withheld (under 10 eligible)
Not in any of the 21 sectors
2,227.5counted in the overall index

1,418.5 of its 3,646 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

Yale University co-authored verified work with 1,086 company groups, consortium papers aside: 394 of them on two or more works, and 124 as sustained partners.

The largest 12 of its 1,086 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
AstraZenecaUnited KingdomMedicine2015 of 5
Bristol-Myers SquibbUnited StatesMedicine1415 of 5
Boehringer IngelheimGermanyMedicine124.55 of 5
Johnson & JohnsonUnited StatesMedicine1215 of 5
Eli LillyUnited StatesMedicine116.55 of 5
Merck & Co. (MSD)United StatesMedicine1115 of 5
PfizerUnited StatesMedicine106.55 of 5
AbbVieUnited StatesMedicine1065 of 5
RocheSwitzerlandMedicine85.55 of 5
NovartisSwitzerlandMedicine755 of 5
MedtronicIrelandMedicine745 of 5
GoogleUnited StatesComputer Science59.55 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

6112021
6982022
7322023
7652024
8402025

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)

76 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:

  • NCT06963905 Saci Nivo Rela for TNBC with Bristol-Myers Squibb, 2025
  • NCT07096297 Luspatercept + Darbepoetin in MDS with Bristol-Myers Squibb, 2025
  • NCT06917313 FLASH-Breast: Evaluating the Efficacy of Fezolinetant in Reducing Vasomotor Symptoms in Women With Breast Cancer on Endocrine Therapy with Astellas Pharma US, Inc., 2025
  • NCT05756088 Determining the Association of Microvascular Disease as Assessed by PET and Graft Injury by Donor Derived Cell Free DNA with Natera, Inc., 2025
  • NCT07125261 BHV-7000 Responsive Neurostimulation System (RNS) Study with Biohaven Pharmaceuticals, Inc., 2025
  • NCT06923527 Circulating Tumor DNA with Stemline Therapeutics, Inc., 2025

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 3 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 (9 distinct companies). Company partners include: Astrazeneca AB, Biomimx Srl, General Equipment for Medical Imaging SA, IBM Research GmbH, Nanostring Technologies Inc, Scicrunch Inc.

  • PetVision Next generation Limited-Angle time-of-flight PET imager 2023, 1 company
  • MIRACLE Multilevel inflammatory regulation in cardiometabolic disease 2024, 5 companies
  • SHARE-CTD Sharing and re-using clinical trial data to maximise impact 2024, 3 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.

Funded and co-publishing. Of the funded company partners that match an ICI company group, 4 also appear in this university's verified co-authorship record (AstraZeneca, IBM, Nanostring Technologies, Smart Data Analysis and Statistics) and 2 are funded partners not yet visible in it. About 67% 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

5,434 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 3,542 of 8,976 candidate links were set aside.

Why links were set aside
  • 1,562 company name not written in the author's affiliation
  • 567 ordinary-word name without a company suffix
  • 358 part of a university or public institute's own unit
  • 224 excluded after hand audit: Matched from Hartford HealthCare (a hospital system) and the city of Hartford
  • 199 a place or common word that failed its stricter rule
  • 164 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 468 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 Yale University'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, Yale University ranks #17 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.