Integrated Network Solutions in Government Hiring Trends (INSIGHT+)

The Integrated Network Solutions in Government Hiring Trends (INSIGHT+) database supports research on the U.S. federal civil service labor market. As of September 2024, the federal workforce included over 2.4 million civilian employees spanning more than 400 occupations, with over 85% located outside the Washington, D.C. metropolitan area. INSIGHT + integrates micro-, meso-, and macro-level statistics from sources ranging from governmental and academic sources. Our database covers workforce dynamics from 2018 to 2023. It allows granular multivariate analyses and accommodates agency-, location-, and institution-specific tables that can be matched in the future with further detailed data on agency outputs such as discretionary grants, contracts, contingent liabilities, and various economic impacts. This article outlines the current capabilities and significance of INSIGHT + for civil service labor market research, emphasizing ongoing enhancements to enrich analyses of civil service institutions.

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Publication Details

Journal
Scientific Data
Published
2026-02-19
DOI
https://doi.org/10.1038/s41597-026-06825-z
Primary Topic
Public Policy and Administration Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrated Network Solutions in Government Hiring Trends (INSIGHT+)

K. C. Lee, William G. Resh, Darren Cao, William Huh et al.
Scientific Data
Public Policy and Administration Research
article

Integrated Network Solutions in Government Hiring Trends (INSIGHT+)

K. C. Lee, William G. Resh, Darren Cao, William Huh, Kecheng Anderson Liu, Nicole Dias, Xinyao Andy Xia, Yi Ming
article en

Abstract

The Integrated Network Solutions in Government Hiring Trends (INSIGHT+) database supports research on the U.S. federal civil service labor market. As of September 2024, the federal workforce included over 2.4 million civilian employees spanning more than 400 occupations, with over 85% located outside the Washington, D.C. metropolitan area. INSIGHT + integrates micro-, meso-, and macro-level statistics from sources ranging from governmental and academic sources. Our database covers workforce dynamics from 2018 to 2023. It allows granular multivariate analyses and accommodates agency-, location-, and institution-specific tables that can be matched in the future with further detailed data on agency outputs such as discretionary grants, contracts, contingent liabilities, and various economic impacts. This article outlines the current capabilities and significance of INSIGHT + for civil service labor market research, emphasizing ongoing enhancements to enrich analyses of civil service institutions.

Scientific DataVol. 13(1)
University of Southern California (US), Georgia Institute of Technology (US), Pomona College (US), American University (US), Georgia State University (US)
Decent work and economic growth
Openalex Percentile: Top 50%
Public Policy and Administration Research
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Integrated Network Solutions in Government Hiring Trends (INSIGHT+) — K. C. Lee, William G. Resh, et al. · Scientific Data (2026) | TGRS Research Map | TGRS