Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment
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 concentr...
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Veröffentlicht in: | The Journal of human resources 2020-10, Vol.55 (4), p.1319-1364 |
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creator | Harris, Matthew C Kessler, Lawrence M Murray, Matthew N Glenn, Beth |
description | 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. |
doi_str_mv | 10.3368/jhr.55.4.1017-9093R2 |
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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. 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subjects | Disability Disability insurance Effects Employment Insurance Labor force Labor force participation Labor market Liberalization Medicare Narcotics Opioids Prescription drugs Side effects Therapeutic drug monitoring Unemployment |
title | Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment |
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