Data to understand, explain, & improve the public value of research

IRIS is a consortium of universities creating trusted independent data about the impact of research investments.

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IRIS members are the foundation of our effort to turn detailed, administrative data into a strategic resource for universities to measure, communicate, and expand their research impact.

 IRIS collects administrative data from its members to produce reports and data products that illuminate the economic and social impacts of universities’ research activities.

IRIS produces the de-identified UMETRICS research dataset, which contains data on 580,000 funded awards worth $192 billion, payments to more than 1.2 million vendors, and wages to approximately 985,000 employees.

Happening at IRIS

Expanding the Industries of Ideas: Understanding the link between research investments, jobs, and skills

The Industries of Ideas (IofI) expansion brings together state and local agencies, universities, education agencies, and economic developers to create tools that provide timely, local, actionable data to inform key business and policy decisions and prepare for technology-driven workforce changes.

Sankey diagram titled “Flows of AI grant employees from R&D domains to employment in select industry sectors, Ohio (2010–2024).” Left-side R&D domains (Engineering & Applications; Education & Workforce; AI Tools & Compute; Fundamental Research; Privacy, Trust & Security; Health & Disease; Agriculture, Environment & Hazard Mitigation; Quantum Science & Technology; Transportation, Energy & Infrastructure) connect via bands to right-side industry sectors (Arts, Entertainment & Recreation; Manufacturing; Information; Finance & Insurance; Professional, Scientific & Technical). The thickest flow runs from Engineering & Applications to Manufacturing; another prominent flow runs from Fundamental Research to Professional, Scientific & Technical, with smaller, mixed flows to Information, Finance & Insurance, and Arts/Entertainment.

IRIS Testifies in Congressional Hearing on Scientific Publishing

On Wednesday, April 15, IRIS executive director Jason Owen-Smith testified before the House Committee on Science, Space, and Technology. The discussion reviewed the state of scientific publishing and its challenges, and the implications for the integrity, transparency, and reliability of science. In his testimony, Dr. Owen-Smith underscored the importance of treating detailed data about publicly funded research and researchers as a strategic national asset without relinquishing responsible public access and accountability.

Read more and watch a video of the hearing.

Dr. Jason Owen-Smith, Ms. Kate Travis, Chairman Rich McCormick, and Mr. Carl Maxwell standing in the committee chambers.

From left to right: Dr. Jason Owen-Smith (IRIS), Ms. Kate Travis (Retraction Watch), Chairman Rich McCormick (Investigations and Oversight Subcommittee), Mr. Carl Maxwell (Association of American Publishers).

Data Contributors

Logos of the 50 universities that have contributed data to IRIS.

News at IRIS

2025 Year In Review

IRIS’s 2025 Year in Review is available now. Download the report to learn how IRIS uses big administrative data to help universities,...

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