IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0179127.html
   My bibliography  Save this article

Discretionary decisions and disparities in receiving drug-eluting stents under a universal healthcare system: A population-based study

Author

Listed:
  • Raymond N Kuo
  • Chao-Lun Lai
  • Yi-Chun Yeh
  • Mei-Shu Lai

Abstract

Objectives: One of the main objectives behind the expansion of insurance coverage is to eliminate disparities in health and healthcare. However, researchers have not yet fully elucidated the reasons for disparities in the use of high-cost treatments among patients of different occupations. Furthermore, it remains unknown whether discretionary decisions made at the hospital level have an impact on the administration of high-cost interventions in a universal healthcare system. This study investigated the adoption of drug-eluting stents (DES) versus bare metal-stents (BMS) among patients in different occupations and income levels, with the aim of gauging the degree to which the inclination of health providers toward treatment options could affect treatment choices at the patient-level within a universal healthcare system. Design and participants: We adopted a cross-sectional observational study design using hierarchical modeling in conjunction with the population-based National Health Insurance database of Taiwan. Patients who received either a BMS or a DES between 2007 and 2010 were included in the study. Results: During the period of study, 42,124 patients received a BMS (65.3%) and 22,376 received DES (34.7%). Patients who were physicians or the family members of physicians were far more likely to receive DES (OR: 3.18, CI: 2.38–4.23) than were patients who were neither physicians nor in other high-status jobs (employers, other medical professions, or public service). Similarly, patients in the top 5% income bracket had a higher probability of receiving a DES (OR: 2.23, CI: 2.06–2.47, p 50% or between 25% and 50%) was shown to be strongly associated with the selection of DESs (OR: 3.64 CI: 3.24–4.09 and OR: 2.16, CI: 2.01–2.33, respectively). Conclusions: Even under the universal healthcare system in Taiwan, socioeconomic disparities in the use of high-cost services remain widespread. Differences in the care received by patients of lower socioeconomic status may be due to the discretionary decisions of healthcare providers.

Suggested Citation

  • Raymond N Kuo & Chao-Lun Lai & Yi-Chun Yeh & Mei-Shu Lai, 2017. "Discretionary decisions and disparities in receiving drug-eluting stents under a universal healthcare system: A population-based study," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-13, June.
  • Handle: RePEc:plo:pone00:0179127
    DOI: 10.1371/journal.pone.0179127
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0179127
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0179127&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0179127?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. Goldman Dana P & Lakdawalla Darius N., 2005. "A Theory of Health Disparities and Medical Technology," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-30, September.
    2. Guthrie, Lori C. & Butler, Stephen C. & Ward, Michael M., 2009. "Time perspective and socioeconomic status: A link to socioeconomic disparities in health?," Social Science & Medicine, Elsevier, vol. 68(12), pages 2145-2151, June.
    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. Bhanu Duggal & Jyothi Subramanian & Mona Duggal & Pushpendra Singh & Meeta Rajivlochan & Sujata Saunik & Koundinya Desiraju & Archana Avhad & Usha Ram & Sayan Sen & Anurag Agrawal, 2018. "Survival outcomes post percutaneous coronary intervention: Why the hype about stent type? Lessons from a healthcare system in India," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-14, May.

    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. Daniel Nettle, 2010. "Why Are There Social Gradients in Preventative Health Behavior? A Perspective from Behavioral Ecology," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-6, October.
    2. Albarrán, Pedro & Hidalgo-Hidalgo, Marisa & Iturbe-Ormaetxe, Iñigo, 2020. "Education and adult health: Is there a causal effect?," Social Science & Medicine, Elsevier, vol. 249(C).
    3. Tansel, Aysit & Öztürk, Ceyhan & Erdil, Erkan, 2021. "The Impact of Body Mass Index on Growth, Schooling, Productivity, and Savings: A Cross-Country Study," GLO Discussion Paper Series 929, Global Labor Organization (GLO).
    4. Jane Dixon & Cathy Banwell & Lyndall Strazdins & Lara Corr & John Burgess, 2019. "Flexible employment policies, temporal control and health promoting practices: A qualitative study in two Australian worksites," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-21, December.
    5. McDade, Thomas W. & Chyu, Laura & Duncan, Greg J. & Hoyt, Lindsay T. & Doane, Leah D. & Adam, Emma K., 2011. "Adolescents' expectations for the future predict health behaviors in early adulthood," Social Science & Medicine, Elsevier, vol. 73(3), pages 391-398, August.
    6. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    7. Hernandez, Elaine M., 2013. "Provider and patient influences on the formation of socioeconomic health behavior disparities among pregnant women," Social Science & Medicine, Elsevier, vol. 82(C), pages 35-42.
    8. Fotios Anagnostopoulos & Fay Griva, 2012. "Exploring Time Perspective in Greek Young Adults: Validation of the Zimbardo Time Perspective Inventory and Relationships with Mental Health Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 106(1), pages 41-59, March.
    9. Anderberg, Dan & Chevalier, Arnaud & Wadsworth, Jonathan, 2011. "Anatomy of a health scare: Education, income and the MMR controversy in the UK," Journal of Health Economics, Elsevier, vol. 30(3), pages 515-530, May.
    10. Govert e. Bijwaard & Hans Van Kippersluis, 2016. "Efficiency of Health Investment: Education or Intelligence?," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1056-1072, September.
    11. Dora L. Costa, 2015. "Health and the Economy in the United States from 1750 to the Present," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 503-570, September.
    12. David P. Baker & William C. Smith & Ismael G. Muñoz & Haram Jeon & Tian Fu & Juan Leon & Daniel Salinas & Renata Horvatek, 2017. "The Population Education Transition Curve: Education Gradients Across Population Exposure to New Health Risks," Demography, Springer;Population Association of America (PAA), vol. 54(5), pages 1873-1895, October.
    13. Choi, Minjae & Lee, Eun Hae & Sempungu, Joshua Kirabo & Lee, Yo Han, 2023. "Long-term trajectories of suicide ideation and its socioeconomic predictors: A longitudinal 8-year follow-up study," Social Science & Medicine, Elsevier, vol. 326(C).
    14. Frankovic, Ivan & Kuhn, Michael, 2019. "Access to health care, medical progress and the emergence of the longevity gap: A general equilibrium analysis," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).
    15. Barton Hamilton & Andrés Hincapié & Emma C. Kalish & Nicholas W. Papageorge, 2021. "Medical Innovation and Health Disparities," NBER Working Papers 28864, National Bureau of Economic Research, Inc.
    16. McCabe, Katharine, 2016. "Mothercraft: Birth work and the making of neoliberal mothers," Social Science & Medicine, Elsevier, vol. 162(C), pages 177-184.
    17. Rönnlund, Michael & Carelli, Maria Grazia, 2018. "Deviations from a balanced time perspective in late adulthood: Associations with current g and g in youth," Intelligence, Elsevier, vol. 71(C), pages 8-16.
    18. Jakub P. Hlávka & Jeffrey C. Yu & Dana P. Goldman & Darius N. Lakdawalla, 2021. "The economics of alternative payment models for pharmaceuticals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(4), pages 559-569, June.
    19. Smith, William C. & Anderson, Emily & Salinas, Daniel & Horvatek, Renata & Baker, David P., 2015. "A meta-analysis of education effects on chronic disease: The causal dynamics of the Population Education Transition Curve," Social Science & Medicine, Elsevier, vol. 127(C), pages 29-40.
    20. Kim, Taehoon & Kim, Jinho, 2020. "Linking adolescent future expectations to health in adulthood: Evidence and mechanisms," Social Science & Medicine, Elsevier, vol. 263(C).

    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:plo:pone00:0179127. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.