Occupation · Personal Care and Service Occupations
First-Line Supervisors of Personal Service Workers
SOC 39-1022.00 · 58,399 matched workers · high confidence
Two-party shares across 58,399 workers in this occupation matched to voter registration records.
More Republican than 76% of occupations in Personal Care and Service Occupations.
How this is measured
VRscores estimate the partisan composition of an occupation by linking voter registration records to employment profiles. Each worker is assigned to one occupation per year. The two-party shares above exclude workers with no major-party affiliation.
Read the full methodology or the published Organization Science paper.
Other occupations in Personal Care and Service Occupations
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Citation
Kagan, Max; Frake, Justin; Hurst, Reuben (2026). “VRscores: A New Measure and Data Set of Workforce Politics Using Voter Registrations.” Organization Science, 37(2), 444–465.
https://doi.org/10.1287/orsc.2025.20402