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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Maryland, Baltimore

United States · North America · Gold

#229World rank of 1,038
67.0ICI scoreout of 100
#69National rank, of 203 in United States
#74Regional rank, of 231 in North America
1,350.5Verified industry works, 2021 to 2025
615Company groups worked with (231 on two or more works)

University of Maryland, Baltimore is ranked #229 of 1,038, with Gold standing. Its strongest pillar is co-creation (86): 1,350.5 verified industry works against about 914 expected for its mix of fields. It is held back most by breadth (8): partners concentrated in a few research fields.

Research Collaboration Index 2026: #317 of 1,195, Silver standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
86

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 1,350.5 verified works against about 914 expected for its fields (1.48 times the expected rate).

Durability20% of the score
73

How much of its industry work sits in sustained partnerships with the same company group. 59 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
84

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. 231 company groups on two or more joint works; 59 sustained partnerships.

Breadth20% of the score
8

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 (67.0) is the weighted average of the four percentiles. Rank 229 of 1,038 overall; 69 of 203 in United States; 74 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

6.1%of its 22,100 research works in 2021 to 2025 were co-authored with a verified company
1.48Industry co-authorship rate: 1.48 times what its mix of research fields would predict (1,350.5 verified works; about 914 expected)
59sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

69 of 203 ranked universities in United States

  1. #67 Oregon State University world #215, score 68.0
  2. #68 Vanderbilt University world #216, score 68.0
  3. #69 University of Maryland, Baltimore world #229, score 67.0
  4. #70 Michigan State University world #231, score 66.9
  5. #71 Medical College of Wisconsin world #238, score 66.5

All ranked universities →   North America: 74 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

#82 of 638Pharmaceuticals and Therapeutics286.5 verified works in the sector
#76 of 220Biotechnology and Advanced Therapies60.5 verified works in the sector
#122 of 323Medical Technology and Digital Health66.5 verified works in the sector
Pharmaceuticals and Therapeutics
286.5#82 of 638
Medical Technology and Digital Health
66.5#122 of 323
Biotechnology and Advanced Therapies
60.5#76 of 220
Artificial Intelligence
11under 20 works
Climate, Environment and Sustainability
10under 20 works
Advanced Materials and Nanotechnology
6under 20 works
Agriculture and Food Technology
5under 20 works
Space and Satellite Technology
5under 20 works
Software, Cloud and Data
4under 20 works
Built Environment and Infrastructure
1under 20 works
Clean Energy Transition
1under 20 works
Robotics and Autonomous Systems
1ranking withheld (under 10 eligible)
Not in any of the 21 sectors
891.5counted in the overall index

459 of its 1,350.5 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 Maryland, Baltimore co-authored verified work with 615 company groups, consortium papers aside: 231 of them on two or more works, and 59 as sustained partners.

The largest 12 of its 615 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
AstraZenecaUnited KingdomMedicine465 of 5
Johnson & JohnsonUnited StatesMedicine45.55 of 5
Merck & Co. (MSD)United StatesMedicine405 of 5
Bristol-Myers SquibbUnited StatesMedicine395 of 5
GlaxoSmithKlineUnited KingdomMedicine365 of 5
RegeneronUnited StatesMedicine35.55 of 5
PfizerUnited StatesMedicine34.55 of 5
EmmesUnited StatesMedicine315 of 5
AbbVieUnited StatesMedicine255 of 5
TakedaJapanChemistry24.55 of 5
Moderna TherapeuticsUnited StatesMedicine22.55 of 5
SanofiFranceMedicine225 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

287.52021
288.52022
2692023
2492024
256.52025

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)

27 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:

  • NCT07075510 Subcutaneous Daratumumab Administration in the Thigh Vs Abdomen in Plasma Cell Disorders with Johnson & Johnson, 2025
  • NCT07804342 Ankle Robotics for Error Augmentation After Stroke with NextStep Robotics Inc., 2025
  • NCT06652737 Age De-escalation Safety Trial of PfSPZ-LARC2 Vaccine in Burkina Faso with Sanaria Inc., 2025
  • NCT06318754 Large-Bore Mechanic Thrombectomy for the Treatment of Symptomatic Portomesenteric Vein Thrombosis with Inari Medical, 2025
  • NCT06450834 Ostene in Thoracolumbar Decompression and Fusion Evaluated With VIBE with Baxter Healthcare Corporation, 2025
  • NCT06154278 Intrahepatic and Peripheral Responses to Imdusiran (AB-729) in Chronic Hepatitis B with Arbutus Biopharma Corporation, 2024

Evidence checked

2,025 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 1,573 of 3,598 candidate links were set aside.

Why links were set aside
  • 727 company name not written in the author's affiliation
  • 266 ordinary-word name without a company suffix
  • 204 part of a university or public institute's own unit
  • 93 a place or common word that failed its stricter rule
  • 37 excluded after hand audit: Matched from social media handles in affiliation text
  • 30 refresh_university_not_on_work
  • 216 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

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GRP Partnership Intelligence Platform

Where University of Maryland, Baltimore'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 Maryland, Baltimore ranks #317 of 1,195, with Silver 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.