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Factors Associated with Willingness to Pay for Cost-Sharing under Universal Health Coverage Scheme in Yogyakarta, Indonesia: A Cross-Sectional Survey

Author

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  • Diesty Anita Nugraheni

    (Doctoral Graduate Program, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
    Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Indonesia, Yogyakarta 55584, Indonesia)

  • Satibi Satibi

    (Department of Pharmaceutics, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia)

  • Susi Ari Kristina

    (Department of Pharmaceutics, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia)

  • Diah Ayu Puspandari

    (Department of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia)

Abstract

Background: National Health Insurance (NHI) in Indonesia requires an appropriate cost-sharing policy, particularly for diseases that require the largest financing. This study examined factors that influence willingness to pay (WTP) for cost-sharing under the universal health coverage scheme among patients with catastrophic illnesses in Yogyakarta, Indonesia. Methods: This was a cross-sectional study using structured questionnaires through direct interviews. The factors related to the WTP for cost-sharing under the NHI scheme in Indonesia were identified by a bivariable logistic regression analysis. Results: Two out of every five (41.2%) participants had willingness to pay for cost-sharing. Sex [AOR = 0.69 (0.51, 0.92)], education [AOR = 1.54 (0.67, 3.55)], family size [AOR = 1.71 (1.07, 2.73)], occupation [AOR = 1.35 (0.88, 2.07)], individual income [AOR = 1.50 (0.87, 2.61)], household income [AOR = 1.47 (0.90, 2.39)], place of treatment [AOR = 2.54 (1.44, 4.45)], a health insurance plan [AOR = 1.22 (0.87, 1.71)], and whether someone receives an inpatient or outpatient service [AOR = 0.23 (0.10, 0.51)] were found to affect the WTP for a cost-sharing scheme with p < 0.05. Conclusion: Healthcare (place of treatment, health insurance plan, and whether someone receives an inpatient or outpatient service) and individual socioeconomic (sex, educational, family size, occupational, income) factors were significantly related to the WTP for cost-sharing.

Suggested Citation

  • Diesty Anita Nugraheni & Satibi Satibi & Susi Ari Kristina & Diah Ayu Puspandari, 2022. "Factors Associated with Willingness to Pay for Cost-Sharing under Universal Health Coverage Scheme in Yogyakarta, Indonesia: A Cross-Sectional Survey," IJERPH, MDPI, vol. 19(22), pages 1-18, November.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:15017-:d:972945
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    References listed on IDEAS

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    1. Dong, Hengjin & Kouyate, Bocar & Cairns, John & Sauerborn, Rainer, 2005. "Inequality in willingness-to-pay for community-based health insurance," Health Policy, Elsevier, vol. 72(2), pages 149-156, May.
    2. Dong, Hengjin & Kouyate, Bocar & Snow, Rachel & Mugisha, Frederick & Sauerborn, Rainer, 2003. "Gender's effect on willingness-to-pay for community-based insurance in Burkina Faso," Health Policy, Elsevier, vol. 64(2), pages 153-162, May.
    3. Xiaoyun Sun & Sukhan Jackson & Gordon Carmichael & Adrian C. Sleigh, 2009. "Catastrophic medical payment and financial protection in rural China: evidence from the New Cooperative Medical Scheme in Shandong Province," Health Economics, John Wiley & Sons, Ltd., vol. 18(1), pages 103-119, January.
    4. Dror, David Mark & Radermacher, Ralf & Koren, Ruth, 2007. "Willingness to pay for health insurance among rural and poor persons: Field evidence from seven micro health insurance units in India," Health Policy, Elsevier, vol. 82(1), pages 12-27, June.
    5. Asenso-Okyere, W. Kwadwo & Osei-Akoto, Isaac & Anum, Adote & Appiah, Ernest N., 1997. "Willingness to pay for health insurance in a developing economy. A pilot study of the informal sector of Ghana using contingent valuation," Health Policy, Elsevier, vol. 42(3), pages 223-237, December.
    6. Hossein, Zare & Gerard, Anderson, 2013. "Trends in cost sharing among selected high income countries—2000–2010," Health Policy, Elsevier, vol. 112(1), pages 35-44.
    7. Ardeshir Sepehri & Sisira Sarma & Wayne Simpson, 2006. "Does non‐profit health insurance reduce financial burden? Evidence from the Vietnam living standards survey panel," Health Economics, John Wiley & Sons, Ltd., vol. 15(6), pages 603-616, June.
    8. Sayem Ahmed & Mohammad Enamul Hoque & Abdur Razzaque Sarker & Marufa Sultana & Ziaul Islam & Rukhsana Gazi & Jahangir A M Khan, 2016. "Willingness-to-Pay for Community-Based Health Insurance among Informal Workers in Urban Bangladesh," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-16, February.
    9. Hengjin Dong & Bocar Kouyate & John Cairns & Frederick Mugisha & Rainer Sauerborn, 2003. "Willingness‐to‐pay for community‐based insurance in Burkina Faso," Health Economics, John Wiley & Sons, Ltd., vol. 12(10), pages 849-862, October.
    10. Byoungjun Bae & Bo Ram Choi & Inmyung Song, 2018. "The impact of change from copayment to coinsurance on medical care usage and expenditure in outpatient setting in older Koreans," International Journal of Health Planning and Management, Wiley Blackwell, vol. 33(1), pages 235-245, January.
    11. Gerry, Christopher J. & Kaneva, Maria & Zasimova, Liudmila, 2017. "Reforming voluntary drug insurance in Russian healthcare: does social solidarity matter?," Health Policy, Elsevier, vol. 121(11), pages 1177-1185.
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