IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v71y2021icp371-383.html
   My bibliography  Save this article

Provider availability, disease burdens, and opioid prescriptions

Author

Listed:
  • Gearhart, Richard
  • Michieka, Nyakundi

Abstract

We investigate the impact of healthcare resource availability on opioid prescribing rates. Utilizing healthcare provider shortage area (HPSA) scores, we show that fewer healthcare resources have higher opioid prescribing rates. However, more doctors per capita are associated with significantly higher opioid prescribing rates. This suggests that patients “doctor shop”, finding providers willing to prescribe opioids. It also suggests that part of the rural opioid epidemic is a function of healthcare resource availability. It implies that policies that incentivize care provided by non-prescribing healthcare workers, such as nurses, may alleviate some opioid issues in impoverished areas.

Suggested Citation

  • Gearhart, Richard & Michieka, Nyakundi, 2021. "Provider availability, disease burdens, and opioid prescriptions," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 371-383.
  • Handle: RePEc:eee:ecanpo:v:71:y:2021:i:c:p:371-383
    DOI: 10.1016/j.eap.2021.05.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592621000758
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2021.05.010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    2. Keyes, K.M. & Cerdá, M. & Brady, J.E. & Havens, J.R. & Galea, S., 2014. "Understanding the rural-urban differences in nonmedical prescription opioid use and abuse in the United States," American Journal of Public Health, American Public Health Association, vol. 104(2), pages 52-59.
    3. Eberhardt, M.S. & Pamuk, E.R., 2004. "The importance of place of residence: Examining health in rural and nonrural areas," American Journal of Public Health, American Public Health Association, vol. 94(10), pages 1682-1686.
    4. Daniel I. Rees & Joseph J. Sabia & Laura M. Argys & Joshua Latshaw & Dhaval Dave, 2017. "With a Little Help from My Friends: The Effects of Naloxone Access and Good Samaritan Laws on Opioid-Related Deaths," NBER Working Papers 23171, National Bureau of Economic Research, Inc.
    5. Thomas C. Buchmueller & Colleen Carey, 2018. "The Effect of Prescription Drug Monitoring Programs on Opioid Utilization in Medicare," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 77-112, February.
    Full references (including those not matched with items on IDEAS)

    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. Cotti, Chad D. & Gordanier, John M. & Ozturk, Orgul D., 2020. "The relationship of opioid prescriptions and the educational performance of children," Social Science & Medicine, Elsevier, vol. 265(C).
    2. Lucy Xiaolu Wang, 2021. "The complementarity of drug monitoring programs and health IT for reducing opioid‐related mortality and morbidity," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2026-2046, September.
    3. Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
    4. Molly Schnell & Janet Currie, 2018. "Addressing the Opioid Epidemic: Is There a Role for Physician Education?," American Journal of Health Economics, MIT Press, vol. 4(3), pages 383-410, Summer.
    5. Deiana, Claudio & Giua, Ludovica & Nistico, Roberto, 2019. "The Economics behind the Epidemic: Afghan Opium Price and Prescription Opioids in the US," IZA Discussion Papers 12872, Institute of Labor Economics (IZA).
    6. 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).
    7. Shannon M. Monnat, 2022. "Demographic and Geographic Variation in Fatal Drug Overdoses in the United States, 1999–2020," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 50-78, September.
    8. Boslett, Andrew & Hill, Elaine, 2022. "Mortality during resource booms and busts," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    9. Alberto Ortega, 2023. "Medicaid Expansion and mental health treatment: Evidence from the Affordable Care Act," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 755-806, April.
    10. Natali, Ilaria, 2024. "Economic Opportunity and Opioid Regulation: the Case of Codeine in France," TSE Working Papers 24-1563, Toulouse School of Economics (TSE).
    11. Aliprantis, Dionissi & Fee, Kyle & Schweitzer, Mark E., 2023. "Opioids and the labor market," Labour Economics, Elsevier, vol. 85(C).
    12. Alice M. Ellyson & Jevay Grooms & Alberto Ortega, 2022. "Flipping the script: The effects of opioid prescription monitoring on specialty‐specific provider behavior," Health Economics, John Wiley & Sons, Ltd., vol. 31(2), pages 297-341, February.
    13. Ahammer, Alexander & Halla, Martin, 2020. "The Intergenerational Transmission of Opioid Dependence: Evidence from Administrative Data," IZA Discussion Papers 13395, Institute of Labor Economics (IZA).
    14. Colleen Heflin & Xiaohan Sun, 2022. "Food Insecurity and the Opioid Crisis," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 262-284, September.
    15. Matthew C. Harris & Lawrence M. Kessler & Matthew N. Murray & Beth Glenn, 2020. "Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1319-1364.
    16. 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..
    17. Powell, David & Pacula, Rosalie Liccardo & Taylor, Erin, 2020. "How increasing medical access to opioids contributes to the opioid epidemic: Evidence from Medicare Part D," Journal of Health Economics, Elsevier, vol. 71(C).
    18. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    19. David Beheshti, 2019. "Adverse health effects of abuse‐deterrent opioids: Evidence from the reformulation of OxyContin," Health Economics, John Wiley & Sons, Ltd., vol. 28(12), pages 1449-1461, December.
    20. Daniele, Gianmarco & Le Moglie, Marco & Masera, Federico, 2023. "Pains, guns and moves: The effect of the U.S. opioid epidemic on Mexican migration," Journal of Development Economics, Elsevier, vol. 160(C).

    More about this item

    Keywords

    Healthcare provider shortage area (HPSA); Prescription drug monitoring program (PDMP); Opioid prescriptions; Opioid epidemic;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:eee:ecanpo:v:71:y:2021:i:c:p:371-383. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    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.