IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v30y2021i5p1222-1238.html
   My bibliography  Save this article

The effect of British Columbia's Pharmacare coverage expansion for opioid agonist treatment

Author

Listed:
  • Natt Hongdilokkul
  • Emanuel Krebs
  • Xiao Zang
  • Haoxuan Zhou
  • Fahmida Homayra
  • Jeong Eun Min
  • Bohdan Nosyk

Abstract

Opioid agonist treatment (OAT) is the evidence‐based standard of care for people with opioid use disorder. In British Columbia, Canada, only social assistance registrants received full coverage for OAT prior to the introduction of the Pharmacare Plan G coverage expansion on February 1st, 2017. We aimed to determine the effect of the coverage expansion on OAT initiation, re‐initiation, and retention. Using linked population‐level data, we executed a difference‐in‐differences analysis to compare outcomes of individuals eligible for the additional coverage and social assistance registrants already receiving the most generous coverage for OAT prior to the policy change, adjusting for individual and prescriber characteristics. We found Plan G coverage expansion significantly increased OAT retention. Specifically, coverage expansion decreased the number of OAT episode discontinuations by 12.8% (95% CI: 8.4%, 17.2%).

Suggested Citation

  • Natt Hongdilokkul & Emanuel Krebs & Xiao Zang & Haoxuan Zhou & Fahmida Homayra & Jeong Eun Min & Bohdan Nosyk, 2021. "The effect of British Columbia's Pharmacare coverage expansion for opioid agonist treatment," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1222-1238, May.
  • Handle: RePEc:wly:hlthec:v:30:y:2021:i:5:p:1222-1238
    DOI: 10.1002/hec.4255
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4255
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.4255?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
    ---><---

    References listed on IDEAS

    as
    1. Jonathan Gruber & Nathaniel Hendren & Robert M. Townsend, 2014. "The Great Equalizer: Health Care Access and Infant Mortality in Thailand," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 91-107, January.
    2. Craig Garthwaite & Tal Gross & Matthew J. Notowidigdo, 2014. "Public Health Insurance, Labor Supply, and Employment Lock," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 653-696.
    3. David Ridley & Kirsten Axelsen, 2006. "Impact of Medicaid Preferred Drug Lists on Therapeutic Adherence," PharmacoEconomics, Springer, vol. 24(3), pages 65-78, December.
    4. Brendan Saloner & Yaa Akosa Antwi & Johanna Catherine Maclean & Benjamin Cook, 2018. "Access to Health Insurance and Utilization of Substance Use Disorder Treatment: Evidence from the Affordable Care Act Dependent Coverage Provision," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 50-75, January.
    5. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    6. Meinhofer, Angélica & Witman, Allison E., 2018. "The role of health insurance on treatment for opioid use disorders: Evidence from the Affordable Care Act Medicaid expansion," Journal of Health Economics, Elsevier, vol. 60(C), pages 177-197.
    7. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
    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. Hamersma, Sarah & Maclean, Johanna Catherine, 2021. "Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers?," Journal of Health Economics, Elsevier, vol. 76(C).
    2. Gabriella Conti & Rita Ginja, 2023. "Who Benefits from Free Health Insurance?: Evidence from Mexico," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 146-182.
    3. Natt Hongdilokkul, 2017. "Welfare Analysis of the Universal Health Care Program in Thailand," PIER Discussion Papers 58, Puey Ungphakorn Institute for Economic Research.
    4. Mengna Luan & Wenjing Shi & Zhigang Tao & Hongjie Yuan, 2023. "When patients have better insurance coverage in China: Provider incentives, costs, and quality of care," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1073-1106, October.
    5. 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.
    6. Rieger, Matthias & Wagner, Natascha & Bedi, Arjun S., 2017. "Universal health coverage at the macro level: Synthetic control evidence from Thailand," Social Science & Medicine, Elsevier, vol. 172(C), pages 46-55.
    7. Diether Beuermann & Camilo Pecha, 2016. "Healthy to Work: The Impact of Free Public Healthcare on Health Status and Labor Supply in Jamaica," IDB Publications (Working Papers) 96656, Inter-American Development Bank.
    8. Cesur, Resul & Güneş, Pınar Mine & Tekin, Erdal & Ulker, Aydogan, 2017. "The value of socialized medicine: The impact of universal primary healthcare provision on mortality rates in Turkey," Journal of Public Economics, Elsevier, vol. 150(C), pages 75-93.
    9. Maclean, Johanna Catherine & Tello-Trillo, Sebastian & Webber, Douglas, 2023. "Losing insurance and psychiatric hospitalizations," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 508-527.
    10. Palmer, Michael & Mitra, Sophie & Mont, Daniel & Groce, Nora, 2015. "The impact of health insurance for children under age 6 in Vietnam: A regression discontinuity approach," Social Science & Medicine, Elsevier, vol. 145(C), pages 217-226.
    11. Brown, Xin, 2023. "Labor market impacts of state-level occupational licensing of undocumented immigrants," Research in Economics, Elsevier, vol. 77(4), pages 478-496.
    12. Popovici, Ioana & Maclean, J. Catherine & French, Michael, 2017. "The Effects of Health Insurance Parity Laws for Substance Use Disorder Treatment on Traffic Fatalities: Evidence of Unintended Benefits," IZA Discussion Papers 10746, Institute of Labor Economics (IZA).
    13. Hao Zhang & Eddy van Doorslaer & Ling Xu & Yaoguang Zhang & Joris van de Klundert, 2019. "Can a results‐based bottom‐up reform improve health system performance? Evidence from the rural health project in China," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1204-1219, October.
    14. Lindsey Rose Bullinger & Sebastian Tello-Trillo, 2021. "Connecting Medicaid and child support: evidence from the TennCare disenrollment," Review of Economics of the Household, Springer, vol. 19(3), pages 785-812, September.
    15. Sven Neelsen & Supon Limwattananon & Owen O'Donnell & Eddy van Doorslaer, 2015. "Economic Impact of Illness with Health Insurance but without Income Insurance," Tinbergen Institute Discussion Papers 15-060/V, Tinbergen Institute.
    16. Johanna Catherine Maclean & Brendan Saloner, 2019. "The Effect of Public Insurance Expansions on Substance Use Disorder Treatment: Evidence from the Affordable Care Act," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(2), pages 366-393, March.
    17. Wei Si, 2021. "Public health insurance and the labor market: Evidence from China's Urban Resident Basic Medical Insurance," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 403-431, February.
    18. 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.
    19. Margaret Triyana, 2016. "Do Health Care Providers Respond to Demand-Side Incentives? Evidence from Indonesia," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 255-288, November.

    More about this item

    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:wly:hlthec:v:30:y:2021:i:5:p:1222-1238. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.