Research Data

Research Using IRIS Data

IRIS data are useful for analyzing the social and economic effects of research investments, the scientific production function, the career outcomes and earnings of doctoral students and trainees, questions pertaining to science and engineering workforce and the STEM pipeline among many other possible topics. Recent IRIS data use cases include studies to determine how research experience shapes the career pathways of students; to examine how federally funded research yields safer and more secure food systems; to analyze gender differences in graduate studies and early career pathways within STEM fields; to explore the way scientific knowledge is translated into society by the public service activities of faculty; and to measure how university vendors produce additional innovations and contribute to regional growth. IRIS encourages researchers from all disciplines to apply for approval to access IRIS data.

IRIS researchers will receive

  • access to IRIS data in a secure Virtual Data Enclave
  • the ability to transfer work to approved Census FSRDC projects*
  • research support and training materials
  • 10 privacy/confidentiality protected disclosures per year

IRIS researchers will contribute

  • improvements to documentation and future data releases
  • citations to and copies of research papers using IRIS data


About IRIS Data Release

IRIS curates, documents, and makes available, subject to responsible privacy and confidentiality restrictions, an annual research data release. The dataset includes de-identified IRIS data, public elements of external datasets (e.g., grants and publications), and crosswalk tables to match particular data elements (e.g., awards, awardees, research employees) across IRIS data and external datasets.

The first research data release (UMETRICS 2016Q3a dataset) was made available to approved researchers in the IRIS Virtual Data Enclave in March 2017, and a mirror of the dataset with linkages to restricted Census Bureau data was released via the Federal Statistical Research Data Center (FSRDC) system in May 2017. The UMETRICS 2016Q3a dataset included transactions from 176,971 federal and non-federal awards including wage payments to 341,021 individuals as well as transactions totaling $18.1 billion to vendors and an additional $6 billion in subawards to other research performers.

The second annual research data release (UMETRICS 2017Q4a dataset) was made available in March 2018. As with the first release, this research data release was integrated with U.S. Census Bureau data and was released via the FSRDC system in May 2018. The UMETRICS 2017Q4a dataset includes transactions from about 300,000 unique federal and non-federal awards including wage payments to 480,000 individuals as well as transactions to organizations and individuals for goods and services totaling $27.2 billion.

*For researchers with Special Sworn Status through the U.S. Census.

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