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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Kwame Nkrumah University of Science and Technology

Ghana · Africa

#984World rank of 1,038
21.3ICI scoreout of 100
#1National rank, of 2 in Ghana
#13Regional rank, of 18 in Africa
113.5Verified industry works, 2021 to 2025
67Company groups worked with (18 on two or more works)

Kwame Nkrumah University of Science and Technology is ranked #984 of 1,038. Its strongest pillar is breadth (69): partners spread across many research fields. It is held back most by scale (5): a network of 18 company groups on two or more joint works; and by co-creation (8): 113.5 verified industry works against about 324 expected for its mix of fields.

Research Collaboration Index 2026: #654 of 1,195 · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
8

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 113.5 verified works against about 324 expected for its fields (0.35 times the expected rate).

Durability20% of the score
18

How much of its industry work sits in sustained partnerships with the same company group. 3 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
5

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. 18 company groups on two or more joint works; 3 sustained partnerships.

Breadth20% of the score
69

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 (21.3) is the weighted average of the four percentiles. Rank 984 of 1,038 overall; 1 of 2 in Ghana; 13 of 18 in Africa. 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

1.1%of its 10,787 research works in 2021 to 2025 were co-authored with a verified company
0.35Industry co-authorship rate: 0.35 times what its mix of research fields would predict (113.5 verified works; about 324 expected)
3sustained partnerships: the same company group on five or more joint works in three or more of the five years

In Ghana

1 of 2 ranked universities in Ghana

  1. #1 Kwame Nkrumah University of Science and Technology world #984, score 21.3
  2. #2 University of Ghana world #1010, score 18.6

All ranked universities →   Africa: 13 of 18 →

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.

Not yet ranked in any sector: a sector ranking needs at least 20 verified works in the sector. Its largest sector is Chemicals, Process and Resources, with 14.

Chemicals, Process and Resources
14under 20 works
Climate, Environment and Sustainability
9under 20 works
Pharmaceuticals and Therapeutics
9under 20 works
Artificial Intelligence
4under 20 works
Agriculture and Food Technology
3under 20 works
Medical Technology and Digital Health
3under 20 works
Software, Cloud and Data
3under 20 works
Batteries and Energy Storage
2under 20 works
Advanced Materials and Nanotechnology
1under 20 works
Cybersecurity and Digital Trust
1under 20 works
Not in any of the 21 sectors
64.5counted in the overall index

49 of its 113.5 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

Kwame Nkrumah University of Science and Technology co-authored verified work with 67 company groups, consortium papers aside: 18 of them on two or more works, and 3 as sustained partners.

The largest 12 of its 67 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
PfizerUnited StatesMedicine114 of 5
KPMGUnited KingdomBusiness, Management and Accounting92 of 5
China National Petroleum Corporation (CNPC)STATE-OWNEDChinaEngineering84 of 5
TIB MolbiolGermanyMedicine53 of 5
Teva PharmaceuticalsIsraelMedicine43 of 5
GlaxoSmithKlineUnited KingdomMedicine43 of 5
NovartisSwitzerlandMedicine43 of 5
SinopecSTATE-OWNEDChinaEngineering44 of 5
Jiangsu Tian Sheng PharmaceuticalChinaNot recorded31 of 5
MarsUnited StatesMedicine21 of 5
Scottish WaterUnited KingdomEnvironmental Science22 of 5
Onto InnovationUnited StatesEngineering22 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

192021
192022
262023
31.52024
182025

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.

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 4 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 (8 distinct companies). Company partners include: Adelphi Consult GmbH, Draxis Environmental SA, Ebos Technologies Limited, Kajo Sro, Laboratorios Liconsa SA, Science of Science Limited.

  • IVM-KIDS Accelerating a paediatric formulation of ivermectin for the control of Neglected Tropical Diseases 2025, 1 company
  • ALBATROSS Advancing knowldge for Long-term Benefits and climate Adaptation ThRough hOlistic climate Services and nature-based Solutions 2024, 2 companies
  • BIOTRAILS Nexus framework for biodiversity-relevant transformative change 2022, 4 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

146 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 134 of 280 candidate links were set aside.

Why links were set aside
  • 76 company name not written in the author's affiliation
  • 21 ordinary-word name without a company suffix
  • 13 part of a university or public institute's own unit
  • 5 a place or common word that failed its stricter rule
  • 3 excluded after hand audit: Razi Institute is a government research institute
  • 2 excluded after hand audit: Sciensano is the Belgian federal public health institute (government)
  • 14 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.

GRP Partnership Intelligence Platform

Where Kwame Nkrumah University of Science and Technology'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, Kwame Nkrumah University of Science and Technology ranks #654 of 1,195. 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.