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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Harvard University

United States · North America · Platinum

★ Sector Awards 2026. Winner: the Global Industry Partnership of the Year (with Google; Jeff William Lichtman and Viren Jain). Finalist: the Artificial Intelligence Award (with Google; Andrew L. Beam and Jasper Snoek); the Quantum Technologies Award (with QuEra Computing; Mikhail D. Lukin and Jonathan Wurtz); the Climate, Environment and Sustainability Award (with GHGSat; Daniel J. Jacob and Dylan Jervis); the Biotechnology and Advanced Therapies Award (with Bristol-Myers Squibb; Jeremy S. Abramson and Alessandro Crotta); the Pharmaceuticals and Therapeutics Award (with Roche; Lloyd Paul Aiello and Ulrich F. O. Luhmann).

#31World rank of 1,038
81.7ICI scoreout of 100
#11National rank, of 203 in United States
#11Regional rank, of 231 in North America
9,284.5Verified industry works, 2021 to 2025
2,312Company groups worked with (897 on two or more works)

Harvard University is ranked #31 of 1,038, with Platinum standing. Its strongest pillar is scale (100): a network of 897 company groups on two or more joint works. It is held back most by breadth (24): partners concentrated in a few research fields.

Research Collaboration Index 2026: #8 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
91

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 9,284.5 verified works against about 5,770 expected for its fields (1.61 times the expected rate).

Durability20% of the score
98

How much of its industry work sits in sustained partnerships with the same company group. 316 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
100

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. 897 company groups on two or more joint works; 316 sustained partnerships.

Breadth20% of the score
24

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 (81.7) is the weighted average of the four percentiles. Rank 31 of 1,038 overall; 11 of 203 in United States; 11 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

6.5%of its 142,282 research works in 2021 to 2025 were co-authored with a verified company
1.61Industry co-authorship rate: 1.61 times what its mix of research fields would predict (9,284.5 verified works; about 5,770 expected)
316sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

11 of 203 ranked universities in United States

  1. #9 University of Michigan world #27, score 82.3
  2. #10 University of Colorado Boulder world #30, score 81.8
  3. #11 Harvard University world #31, score 81.7
  4. #12 University of California, Los Angeles world #38, score 80.6
  5. #13 Carnegie Mellon University world #39, score 80.2

All ranked universities →   North America: 11 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

#1 of 638Pharmaceuticals and Therapeutics2,043.5 verified works in the sector
#1 of 323Medical Technology and Digital Health433 verified works in the sector
#1 of 220Biotechnology and Advanced Therapies307 verified works in the sector
Pharmaceuticals and Therapeutics
2,043.5#1 of 638
Medical Technology and Digital Health
433#1 of 323
Biotechnology and Advanced Therapies
307#1 of 220
Artificial Intelligence
223#7 of 292
Climate, Environment and Sustainability
135.5#27 of 373
Quantum Technologies
63.5#4 of 40 provisional
Software, Cloud and Data
56#53 of 167
Advanced Materials and Nanotechnology
53#272 of 481
Agriculture and Food Technology
17.5under 20 works
Clean Energy Transition
15.5under 20 works
Next-Generation Communications
12.5under 20 works
Cybersecurity and Digital Trust
12under 20 works
Robotics and Autonomous Systems
11.5ranking withheld (under 10 eligible)
Semiconductors and Microelectronics
10under 20 works
Advanced Manufacturing and Industry 4.0
9.5under 20 works
Chemicals, Process and Resources
6under 20 works
Built Environment and Infrastructure
3.5under 20 works
Automotive and Mobility
3under 20 works
Batteries and Energy Storage
2.5under 20 works
Space and Satellite Technology
2under 20 works
Not in any of the 21 sectors
5,854counted in the overall index

3,430.5 of its 9,284.5 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

Harvard University co-authored verified work with 2,312 company groups, consortium papers aside: 897 of them on two or more works, and 316 as sustained partners.

The largest 12 of its 2,312 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
AstraZenecaUnited KingdomMedicine363.55 of 5
Johnson & JohnsonUnited StatesMedicine314.55 of 5
NovartisSwitzerlandMedicine276.55 of 5
PfizerUnited StatesMedicine272.55 of 5
RocheSwitzerlandMedicine231.55 of 5
Eli LillyUnited StatesMedicine2255 of 5
GoogleUnited StatesComputer Science2165 of 5
SanofiFranceMedicine2155 of 5
Merck & Co. (MSD)United StatesMedicine2025 of 5
Bristol-Myers SquibbUnited StatesMedicine193.55 of 5
BayerGermanyMedicine1775 of 5
RegeneronUnited StatesMedicine1715 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

1,9222021
1,9682022
1,8422023
1,8542024
1,698.52025

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:

  • NCT05802914 Soft Active Back Exosuit to Reduce Workplace Back Pain with Liberty Mutual, 2023

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 (6 distinct companies). Company partners include: Accelerated Materials Ltd, Cellcube Energy Storage GmbH, Private participant (name withheld), Hte GmbH the High Throughput Experimentation Company, Shell Global Solutions International BV, Software for Chemistry & Materials BV.

  • PREDICTOR High-throughput screening, synthesis and characterization of active materials for flow batteries 2024, 6 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

13,903 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 9,626 of 23,529 candidate links were set aside.

Why links were set aside
  • 3,861 company name not written in the author's affiliation
  • 2,149 ordinary-word name without a company suffix
  • 1,132 part of a university or public institute's own unit
  • 465 a place or common word that failed its stricter rule
  • 231 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 200 excluded after hand audit: Chan Zuckerberg Initiative and Biohub are philanthropic and non-profit research organisations
  • 1,588 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

Badges you can use

Platinum standing badgeSector Awards finalist badgeSector Awards winner badge (Global Industry Partnership of the Year)

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GRP Partnership Intelligence Platform

Where Harvard 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, Harvard University ranks #8 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.