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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Columbia University

United States · North America · Platinum

#41World rank of 1,038
79.8ICI scoreout of 100
#15National rank, of 203 in United States
#15Regional rank, of 231 in North America
2,602.5Verified industry works, 2021 to 2025
1,021Company groups worked with (373 on two or more works)

Columbia University is ranked #41 of 1,038, with Platinum standing. Its strongest pillar is scale (94): a network of 373 company groups on two or more joint works. It is held back most by breadth (47): partners concentrated in a few research fields.

Research Collaboration Index 2026: #27 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
87

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 2,602.5 verified works against about 1,735 expected for its fields (1.50 times the expected rate).

Durability20% of the score
81

How much of its industry work sits in sustained partnerships with the same company group. 101 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. 373 company groups on two or more joint works; 101 sustained partnerships.

Breadth20% of the score
47

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 (79.8) is the weighted average of the four percentiles. Rank 41 of 1,038 overall; 15 of 203 in United States; 15 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

5.1%of its 50,879 research works in 2021 to 2025 were co-authored with a verified company
1.50Industry co-authorship rate: 1.50 times what its mix of research fields would predict (2,602.5 verified works; about 1,735 expected)
101sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

15 of 203 ranked universities in United States

  1. #13 Carnegie Mellon University world #39, score 80.2
  2. #14 University of Maryland, College Park world #40, score 80.2
  3. #15 Columbia University world #41, score 79.8
  4. #16 University of Pennsylvania world #42, score 79.7
  5. #17 Northwestern University world #43, score 79.7

All ranked universities →   North America: 15 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

#21 of 373Climate, Environment and Sustainability123.5 verified works in the sector
#40 of 323Medical Technology and Digital Health117.5 verified works in the sector
#84 of 638Pharmaceuticals and Therapeutics298 verified works in the sector
Pharmaceuticals and Therapeutics
298#84 of 638
Climate, Environment and Sustainability
123.5#21 of 373
Medical Technology and Digital Health
117.5#40 of 323
Artificial Intelligence
66#87 of 292
Biotechnology and Advanced Therapies
57#73 of 220
Clean Energy Transition
40.5#113 of 295
Software, Cloud and Data
39#81 of 167
Advanced Materials and Nanotechnology
36.5#279 of 481
Space and Satellite Technology
20#15 of 15 provisional
Next-Generation Communications
18.5under 20 works
Quantum Technologies
16under 20 works
Chemicals, Process and Resources
14.5under 20 works
Built Environment and Infrastructure
12under 20 works
Agriculture and Food Technology
11.5under 20 works
Batteries and Energy Storage
6under 20 works
Cybersecurity and Digital Trust
6under 20 works
Semiconductors and Microelectronics
5.5under 20 works
Advanced Manufacturing and Industry 4.0
5under 20 works
Automotive and Mobility
5under 20 works
Robotics and Autonomous Systems
3ranking withheld (under 10 eligible)
Not in any of the 21 sectors
1,701counted in the overall index

901.5 of its 2,602.5 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

Columbia University co-authored verified work with 1,021 company groups, consortium papers aside: 373 of them on two or more works, and 101 as sustained partners.

The largest 12 of its 1,021 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
PfizerUnited StatesMedicine81.55 of 5
GoogleUnited StatesComputer Science755 of 5
Johnson & JohnsonUnited StatesMedicine71.55 of 5
AstraZenecaUnited KingdomMedicine58.55 of 5
RegeneronUnited StatesMedicine56.55 of 5
RocheSwitzerlandMedicine48.55 of 5
MicrosoftUnited StatesComputer Science465 of 5
IQVIAUnited StatesMedicine43.55 of 5
Bristol-Myers SquibbUnited StatesMedicine38.55 of 5
Merck & Co. (MSD)United StatesMedicine385 of 5
Eli LillyUnited StatesMedicine365 of 5
AbbVieUnited StatesMedicine35.55 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

4982021
539.52022
5632023
4952024
5072025

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:

  • NCT07307768 Ketamine Biomarker Validation with Soterix Medical, 2025
  • NCT07287839 Parcel-guided rTMS for Major Depressive Disorder with Soterix Medical, 2025
  • NCT07212101 Sleep in Collegiate Baseball Players with Idorsia Pharmaceuticals Ltd., 2025
  • NCT06571708 Gemcitabine/Cisplatin Plus Cemiplimab With or Without Fianlimab in Localized Muscle-invasive Bladder Cancer (NeoSTOP-IT) with Regeneron Pharmaceuticals, 2025
  • NCT07015684 131I-apamistamab-based Conditioning for Hematopoietic Stem Cell Transplant (HSCT) in Advanced Sickle Cell Disease (SCD) with Actinium Pharmaceuticals, 2025
  • NCT06955897 Characterizing Perceived Physical Fatigability in Nusinersen-treated SMA with Biogen, 2025

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 8 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 (37 distinct companies). Most frequent: Anaxomics Biotech SL, Applied Research Using Omic Sciences SL, Applied Nanoparticles SL, Humanitas Mirasole SpA, Quimatryx SL, Onechain Immunotherapeutics S.l..

  • HappyMums Understanding, predicting, and treating depression in pregnancy to improve mothers and offspring mental health outcomes 2022, 2 companies
  • HIVE Enhancing MLTC management for HIV populations through Implementation research, evidence-based interventions, and integration of NCD care in... 2025, 5 companies
  • NanoRAM Emerging Nanotools for Soft Matter Characterisation and Manipulation 2024, 5 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 (Novogene, IBM, Ab.Acus, Miltenyi Biotec) and 11 are funded partners not yet visible in it. About 40% 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

3,639 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 3,812 of 7,451 candidate links were set aside.

Why links were set aside
  • 1,261 company name not written in the author's affiliation
  • 741 ordinary-word name without a company suffix
  • 726 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 316 part of a university or public institute's own unit
  • 188 a place or common word that failed its stricter rule
  • 109 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
  • 471 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.

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GRP Partnership Intelligence Platform

Where Columbia 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, Columbia University ranks #27 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.