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Must-access prescription drug monitoring programs and the opioid overdose epidemic: The unintended consequences

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  • Kim, Bokyung

Abstract

Although supply-side drug policies that limit access to legal opioids have reduced prescription opioid abuse, growing evidence shows that these policies have had the unintended consequence of increasing use of illegal opioids, including heroin. I add to this literature by studying the consequences of must-access prescription drug monitoring programs (PDMPs), which legally require providers to access a state-level database with a patient's prescription history before prescribing controlled substances under certain circumstances. Using a difference-in-differences specification, I find strong evidence that must-access PDMPs have increased heroin death rates. My estimates indicate that two years after implementation, must-access PDMPs were associated with 0.9 more heroin deaths per 100,000 in a half-year period, relative to control states. My results suggest that even if must-access PDMPs reduce prescription opioid deaths, the decrease is offset by a large increase in illegal opioid deaths.

Suggested Citation

  • Kim, Bokyung, 2021. "Must-access prescription drug monitoring programs and the opioid overdose epidemic: The unintended consequences," Journal of Health Economics, Elsevier, vol. 75(C).
  • Handle: RePEc:eee:jhecon:v:75:y:2021:i:c:s0167629620310547
    DOI: 10.1016/j.jhealeco.2020.102408
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    2. Shishir Shakya & Jane E. Ruseski, 2023. "The effect of Prescription Drug Monitoring Programs on county‐level opioid prescribing practices and spillovers," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 435-454, July.
    3. Cecilia Diaz-Campo, Antonella Mancino, 2025. "What We RANDomly Did Not Learn: Wave Zero of the U.S. Opioid Epidemic," LCERPA Working Papers jc0156, Laurier Centre for Economic Research and Policy Analysis, revised Jun 2025.
    4. Kaestner, Robert & Ziedan, Engy, 2023. "Effects of prescription opioids on employment, earnings, marriage, disability and mortality: Evidence from state opioid control policies," Labour Economics, Elsevier, vol. 82(C).
    5. Wang, Yimin, 2025. "Links between COVID-19 lockdowns and drug overdose deaths, evidence from panel data," Economics & Human Biology, Elsevier, vol. 58(C).
    6. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2022. "The Opioid Crisis, Health, Healthcare, and Crime: A Review of Quasi-Experimental Economic Studies," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 15-49, September.
    7. Lucas Mar√≠n Llanes & Hernando Zuleta, 2022. "Myths of drug consumption decriminalization: effects of Portuguese decriminalization on violent and drug use mortality," Documentos CEDE 20328, Universidad de los Andes, Facultad de Economía, CEDE.
    8. Denis Agniel & Jonathan H. Cantor & Johanna Catherine Maclean & Kosali I. Simon & Erin Taylor, 2023. "Insurance Coverage and Provision of Opioid Treatment: Evidence from Medicare," NBER Working Papers 31884, National Bureau of Economic Research, Inc.
    9. Dhaval Dave & Bilge Erten & David Hummel & Pinar Keskin & Shuo Zhang, 2025. "Fighting abuse with prescription tracking: mandatory drug monitoring and intimate partner violence," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-27, September.
    10. Buckles, Kasey & Evans, William N. & Lieber, Ethan M.J., 2023. "The drug crisis and the living arrangements of children," Journal of Health Economics, Elsevier, vol. 87(C).
    11. Garrouste, Clémentine & Juet, Arthur & Samson, Anne-Laure, 2023. "Direct and crowding-out effects of a Hepatitis B vaccination campaign," Economics & Human Biology, Elsevier, vol. 51(C).
    12. Shishir Shakya & Collin Hodges, 2023. "Must‐access prescription drug monitoring programs and retail opioid sales," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 146-165, January.
    13. Smart, Rosanna & Powell, David & Pacula, Rosalie Liccardo & Peet, Evan & Abouk, Rahi & Davis, Corey S., 2024. "Investigating the complexity of naloxone distribution: Which policies matter for pharmacies and potential recipients," Journal of Health Economics, Elsevier, vol. 97(C).
    14. Abouk, Rahi & Powell, David, 2021. "Can electronic prescribing mandates reduce opioid-related overdoses?," Economics & Human Biology, Elsevier, vol. 42(C).

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