IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/31142.html

Investigating the Complexity of Naloxone Distribution: Which Policies Matter for Pharmacies and Potential Recipients

Author

Listed:
  • Rosanna Smart
  • David Powell
  • Rosalie Liccardo Pacula
  • Evan D. Peet
  • Rahi Abouk
  • Corey S. Davis

Abstract

Despite efforts to address the opioid crisis, opioid-related overdoses remain a significant contributor to mortality. State efforts to reduce overdose deaths by removing barriers to naloxone have recently focused on pharmacy channels, but the specifics of these laws and the contexts in which they are implemented vary widely. In this paper, we use novel methods robust to heterogeneous effects across states and time-varying policy effects to estimate the effects on naloxone pharmacy distribution of two types of laws: laws authorizing non-patient-specific prescription distribution of naloxone and laws granting pharmacists prescriptive authority for naloxone. We find that both types of laws significantly increase the volume of naloxone dispensed through pharmacies. However, relative to laws authorizing non-patient-specific prescription distribution, effects are significantly larger for pharmacist prescriptive authority laws. These larger effects only partially derive from increased naloxone prescribing by pharmacists. We also estimate large, significant increases in pharmacy dispensation of naloxone prescribed by non-pharmacist prescribers, with particularly large increases among family medicine physicians, with particularly large increases among family medicine physicians. The relative benefits of pharmacist prescriptive authority laws versus non-patient-specific distribution are larger among Non-Hispanic Black individuals, suggesting an important role of these policies for reducing disparities in access to naloxone.

Suggested Citation

  • Rosanna Smart & David Powell & Rosalie Liccardo Pacula & Evan D. Peet & Rahi Abouk & Corey S. Davis, 2023. "Investigating the Complexity of Naloxone Distribution: Which Policies Matter for Pharmacies and Potential Recipients," NBER Working Papers 31142, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:31142
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w31142.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Janet Currie & Hannes Schwandt, 2021. "The Opioid Epidemic Was Not Caused by Economic Distress but by Factors That Could Be More Rapidly Addressed," The ANNALS of the American Academy of Political and Social Science, , vol. 695(1), pages 276-291, May.
    2. Mireille Jacobson & David Powell, 2024. "Price Sensitivity and Information Barriers to the Take-up of Naloxone," American Economic Journal: Economic Policy, American Economic Association, vol. 16(4), pages 463-490, November.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. John Cawley & Davide Dragone, 2023. "Harm Reduction: When Does It Improve Health, and When Does it Backfire?," Working Papers wp1181, Dipartimento Scienze Economiche, Universita' di Bologna.
    5. Justine Mallatt, 2022. "Policy-Induced Substitution to Illicit Drugs and Implications for Law Enforcement Activity," American Journal of Health Economics, University of Chicago Press, vol. 8(1), pages 30-64.
    6. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    7. Alpert, Abby & Lakdawalla, Darius & Sood, Neeraj, 2023. "Prescription drug advertising and drug utilization: The role of Medicare Part D," Journal of Public Economics, Elsevier, vol. 221(C).
    8. repec:rre:publsh:v:49:y:2019:i:1 is not listed on IDEAS
    9. de Chaisemartin, Clément & D’Haultfœuille, Xavier, 2023. "Two-way fixed effects and differences-in-differences estimators with several treatments," Journal of Econometrics, Elsevier, vol. 236(2).
    10. 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).
    11. Brewer Mike & Crossley Thomas F. & Joyce Robert, 2018. "Inference with Difference-in-Differences Revisited," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-16, January.
    12. Hodor, Michal, 2021. "Family health spillovers: evidence from the RAND health insurance experiment," Journal of Health Economics, Elsevier, vol. 79(C).
    13. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    14. Robin A Streeter & John E Snyder & Hayden Kepley & Anne L Stahl & Tiandong Li & Michelle M Washko, 2020. "The geographic alignment of primary care Health Professional Shortage Areas with markers for social determinants of health," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-20, April.
    15. Angélica Meinhofer, 2018. "Prescription Drug Monitoring Programs: The Role of Asymmetric Information on Drug Availability and Abuse," American Journal of Health Economics, University of Chicago Press, vol. 4(4), pages 504-526, Fall.
    16. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    17. Daniel I. Rees & Joseph J. Sabia & Laura M. Argys & Dhaval Dave & Joshua Latshaw, 2019. "With a Little Help from My Friends: The Effects of Good Samaritan and Naloxone Access Laws on Opioid-Related Deaths," Journal of Law and Economics, University of Chicago Press, vol. 62(1), pages 1-27.
    18. Sacks, Daniel W. & Hollingsworth, Alex & Nguyen, Thuy & Simon, Kosali, 2021. "Can policy affect initiation of addictive substance use? Evidence from opioid prescribing," Journal of Health Economics, Elsevier, vol. 76(C).
    19. Janet Currie & Hannes Schwandt, 2020. "The Opioid Epidemic Was Not Primarily Caused by Economic Distress But by Other Factors that Can be More Readily Addressed," Working Papers 2020-25, Princeton University. Economics Department..
    20. Abby Alpert & David Powell & Rosalie Liccardo Pacula, 2018. "Supply-Side Drug Policy in the Presence of Substitutes: Evidence from the Introduction of Abuse-Deterrent Opioids," American Economic Journal: Economic Policy, American Economic Association, vol. 10(4), pages 1-35, November.
    21. Sean F Altekruse & Candace M Cosgrove & William C Altekruse & Richard A Jenkins & Carlos Blanco, 2020. "Socioeconomic risk factors for fatal opioid overdoses in the United States: Findings from the Mortality Disparities in American Communities Study (MDAC)," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-16, January.
    22. David Powell & Rosalie Liccardo Pacula, 2021. "The Evolving Consequences of OxyContin Reformulation on Drug Overdoses," American Journal of Health Economics, University of Chicago Press, vol. 7(1), pages 41-67.
    23. Jennifer L. Doleac & Anita Mukherjee, 2022. "The Effects of Naloxone Access Laws on Opioid Abuse, Mortality, and Crime," Journal of Law and Economics, University of Chicago Press, vol. 65(2), pages 211-238.
    24. Abby E. Alpert & Sarah E. Dykstra & Mireille Jacobson, 2020. "How Do Prescription Drug Monitoring Programs Reduce Opioid Prescribing? The Role of Hassle Costs versus Information," NBER Working Papers 27584, National Bureau of Economic Research, Inc.
    25. Angélica Meinhofer, 2018. "Prescription Drug Monitoring Programs: The Role of Asymmetric Information on Drug Availability and Abuse," American Journal of Health Economics, MIT Press, vol. 4(4), pages 504-526, Fall.
    26. Jessica Y. Ho, 2017. "The Contribution of Drug Overdose to Educational Gradients in Life Expectancy in the United States, 1992–2011," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 1175-1202, June.
    27. Elham Erfanian & Daniel Grossman & Alan R. Collins, 2019. "The Impact of Naloxone Access Laws on Opioid Overdose Deaths in the U.S," The Review of Regional Studies, Southern Regional Science Association, vol. 49(1), pages 45-72.
    28. John Gardner, 2022. "Two-stage differences in differences," Papers 2207.05943, arXiv.org.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Evan D. Peet & David Powell & Rosalie Liccardo Pacula, 2024. "Using Policy and Innovation to Improve Life-Saving Access to Naloxone," NBER Working Papers 33105, National Bureau of Economic Research, Inc.
    2. Dércio de Assis & Arpita Ghosh & Sonia Oreffice & Climent Quintana-Domeque, 2025. "Disrupting Violence, Protecting Lives: Strangulation Laws and Intimate Partner Homicides," Discussion Papers 2501, University of Exeter, Department of Economics, revised 03 Dec 2025.
    3. de Assis, Dércio & Ghosh, Arpita & Oreffice, Sonia & Quintana-Domeque, Climent, 2025. "Non-Fatal Strangulation Laws and Intimate Partner Homicides," IZA Discussion Papers 18006, IZA Network @ LISER.
    4. Olivia Yip & Mark Bounthavong, 2025. "Enhancing Naloxone Distribution for Opioid Users in the USA: A Cost-Utility Analysis of Academic Detailing to Clinicians," Applied Health Economics and Health Policy, Springer, vol. 23(6), pages 1115-1130, November.
    5. Cawley, John & Dragone, Davide, 2024. "Harm reduction for addictive consumption: When does it improve health and when does it backfire?," Journal of Health Economics, Elsevier, vol. 98(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Simone Balestra & Helge Liebert & Nicole Maestas & Tisamarie B. Sherry, 2021. "Behavioral Responses to Supply-Side Drug Policy During the Opioid Epidemic," NBER Working Papers 29596, National Bureau of Economic Research, Inc.
    2. Abouk, Rahi & Powell, David, 2021. "Can electronic prescribing mandates reduce opioid-related overdoses?," Economics & Human Biology, Elsevier, vol. 42(C).
    3. 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.
    4. Bradford, Ashley C. & Fu, Wei & You, Shijun, 2024. "The devastating dance between opioid and housing crises: Evidence from OxyContin reformulation," Journal of Health Economics, Elsevier, vol. 98(C).
    5. 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.
    6. 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).
    7. Evan D. Peet & David Powell & Rosalie Liccardo Pacula, 2024. "Using Policy and Innovation to Improve Life-Saving Access to Naloxone," NBER Working Papers 33105, National Bureau of Economic Research, Inc.
    8. Wang, Yimin, 2025. "Links between COVID-19 lockdowns and drug overdose deaths, evidence from panel data," Economics & Human Biology, Elsevier, vol. 58(C).
    9. 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.
    10. 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.
    11. 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.
    12. 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).
    13. Gupta, Sumedha & Nguyen, Thuy & Freeman, Patricia R. & Simon, Kosali, 2023. "Competitive effects of federal and state opioid restrictions: Evidence from the controlled substance laws," Journal of Health Economics, Elsevier, vol. 91(C).
    14. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    15. Meinhofer, Angélica & Witman, Allison E. & Hinde, Jesse M. & Simon, Kosali, 2021. "Marijuana liberalization policies and perinatal health," Journal of Health Economics, Elsevier, vol. 80(C).
    16. 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.
    17. Jaworski, Krystian & Olipra, Jakub, 2025. "Cutting VAT rate on food products in a high-inflation environment. Does it work out?," Food Policy, Elsevier, vol. 131(C).
    18. Alberto Ortega, 2023. "The highs and the lows: Recreational marijuana laws and mental health treatment," Health Economics, John Wiley & Sons, Ltd., vol. 32(10), pages 2173-2191, October.
    19. Natali, Ilaria, 2024. "Economic Opportunity and Opioid Regulation: the Case of Codeine in France," TSE Working Papers 24-1563, Toulouse School of Economics (TSE).
    20. Balia, S.; & Brau, R.; & Pau, S.;, 2025. "One plus one makes less than two? Consolidation policies and mortality in the Italian NHS," Health, Econometrics and Data Group (HEDG) Working Papers 25/02, HEDG, c/o Department of Economics, University of York.

    More about this item

    JEL classification:

    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:31142. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.