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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Pennsylvania

United States · North America · Platinum

★ Sector Awards 2026. Winner: the Biotechnology and Advanced Therapies Award (with Acuitas Therapeutics; Drew Weissman and Ying K. Tam).

#42World rank of 1,038
79.7ICI scoreout of 100
#16National rank, of 203 in United States
#16Regional rank, of 231 in North America
4,576.5Verified industry works, 2021 to 2025
1,366Company groups worked with (513 on two or more works)

University of Pennsylvania is ranked #42 of 1,038, with Platinum standing. Its strongest pillar is scale (98): a network of 513 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: #67 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
94

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 4,576.5 verified works against about 2,720 expected for its fields (1.68 times the expected rate).

Durability20% of the score
96

How much of its industry work sits in sustained partnerships with the same company group. 163 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
98

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. 513 company groups on two or more joint works; 163 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 (79.7) is the weighted average of the four percentiles. Rank 42 of 1,038 overall; 16 of 203 in United States; 16 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

7.1%of its 64,658 research works in 2021 to 2025 were co-authored with a verified company
1.68Industry co-authorship rate: 1.68 times what its mix of research fields would predict (4,576.5 verified works; about 2,720 expected)
163sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

16 of 203 ranked universities in United States

  1. #14 University of Maryland, College Park world #40, score 80.2
  2. #15 Columbia University world #41, score 79.8
  3. #16 University of Pennsylvania world #42, score 79.7
  4. #17 Northwestern University world #43, score 79.7
  5. #18 University of Southern California world #44, score 79.6

All ranked universities →   North America: 16 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

#5 of 638Pharmaceuticals and Therapeutics1,040.5 verified works in the sector
#2 of 220Biotechnology and Advanced Therapies268 verified works in the sector
#9 of 323Medical Technology and Digital Health172.5 verified works in the sector
Pharmaceuticals and Therapeutics
1,040.5#5 of 638
Biotechnology and Advanced Therapies
268#2 of 220
Medical Technology and Digital Health
172.5#9 of 323
Artificial Intelligence
95#60 of 292
Advanced Materials and Nanotechnology
44.5#251 of 481
Software, Cloud and Data
29.5#103 of 167
Climate, Environment and Sustainability
16.5under 20 works
Clean Energy Transition
15under 20 works
Next-Generation Communications
11.5under 20 works
Advanced Manufacturing and Industry 4.0
10under 20 works
Agriculture and Food Technology
9under 20 works
Chemicals, Process and Resources
7under 20 works
Cybersecurity and Digital Trust
7under 20 works
Semiconductors and Microelectronics
6under 20 works
Batteries and Energy Storage
5under 20 works
Robotics and Autonomous Systems
4ranking withheld (under 10 eligible)
Automotive and Mobility
3under 20 works
Built Environment and Infrastructure
2under 20 works
Quantum Technologies
1under 20 works
Not in any of the 21 sectors
2,828.5counted in the overall index

1,748 of its 4,576.5 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 Pennsylvania co-authored verified work with 1,366 company groups, consortium papers aside: 513 of them on two or more works, and 163 as sustained partners.

The largest 12 of its 1,366 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
Johnson & JohnsonUnited StatesMedicine287.55 of 5
NovartisSwitzerlandMedicine1755 of 5
Bristol-Myers SquibbUnited StatesMedicine1605 of 5
PfizerUnited StatesMedicine145.55 of 5
AstraZenecaUnited KingdomMedicine1405 of 5
AbbVieUnited StatesMedicine1325 of 5
Merck & Co. (MSD)United StatesMedicine1305 of 5
RegeneronUnited StatesMedicine995 of 5
Eli LillyUnited StatesMedicine945 of 5
Acuitas TherapeuticsCanadaMedicine895 of 5
GlaxoSmithKlineUnited KingdomMedicine895 of 5
RocheSwitzerlandMedicine88.55 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

906.52021
970.52022
864.52023
9312024
9042025

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)

58 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:

  • NCT07085039 Ruxolitinib in Previously Treated Idiopathic Multicentric Castleman Disease with Incyte Corporation, 2025
  • NCT07067788 B.Brilliant Revelation Comparision Study with Siemens Corporation, Corporate Technology, 2025
  • NCT05394610 Effectiveness of the Sana Device on Fibromyalgia Symptoms with Sana Health, 2025
  • NCT07444203 Transformative Research in Diabetic Nephropathy 2.0 with GlaxoSmithKline, 2025
  • NCT05816616 Hyperpolarized Xenon Functional Lung Imaging in COPD Patients Undergoing Targeted Lung Denervation with Xemed LLC, 2025
  • NCT06872775 855303-RNA Biomarker Validation with PharPoint Research, Inc., 2025

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 (1 distinct companies). Company partners include: Thoughtworks Deutschland GmbH.

  • BehindAI Building Responsible Technology: Global Digital Transformations, Tech Workers’ Agency and the Making of Artificial Intelligence 2023, 1 company

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

7,025 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 4,859 of 11,884 candidate links were set aside.

Why links were set aside
  • 2,072 company name not written in the author's affiliation
  • 1,008 part of a university or public institute's own unit
  • 700 ordinary-word name without a company suffix
  • 210 a place or common word that failed its stricter rule
  • 130 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 71 excluded after hand audit: Matched from university research centre names
  • 668 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 winner badge (Biotechnology and Advanced Therapies)

Use the badge with a link to this page.

GRP Partnership Intelligence Platform

Where University of Pennsylvania'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 Pennsylvania ranks #67 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.