Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment

A-Tier
Journal: Journal of Human Resources
Year: 2020
Volume: 55
Issue: 4

Authors (4)

Matthew C. Harris (University of Tennessee-Knoxvi...) Lawrence M. Kessler (not in RePEc) Matthew N. Murray (not in RePEc) Beth Glenn (not in RePEc)

Score contribution per author:

1.005 = (α=2.01 / 4 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We examine the effect of prescription opioids on county labor market outcomes, using data from the Prescription Drug Monitoring Programs of ten U.S. states and labor data from the Bureau of Labor Statistics. We achieve causal identification by exploiting plausibly exogenous variation in the concentration of high-volume prescribers as instruments (using Medicare Part D prescriber data). We find strong adverse effects on labor force participation rates, employment-to-population ratios, and unemployment rates. Notably, a 10 percent increase in prescriptions causes a 0.53 percentage point reduction in labor force participation, similar to the drop attributed to the 1984 liberalization of Disability Insurance.

Technical Details

RePEc Handle
repec:uwp:jhriss:v:55:y:2020:i:4:p:1319-1364
Journal Field
Labor
Author Count
4
Added to Database
2026-01-25