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Health conditions, payments, proximity, and opportunity costs: Examining delays in seeking inpatient and outpatient care in the Philippines

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  • Capuno, Joseph J.
  • Kraft, Aleli D.
  • Poco, Louisa Camille
  • Quimbo, Stella A.
  • Tan, Carlos Antonio R.

Abstract

Like other developing countries, the Philippines commits to achieving universal health coverage. To identify the factors - including health care needs, financial and physical access, and opportunity costs - associated with delays in seeking outpatient (OP) and inpatient (IP) care among household members with illness, injury or advised by a doctor, this paper estimates Cox and Weibull proportional hazard models using a nationally-representative sample of households surveyed in 2011, when the Philippine government just started implementing major health reforms. Our results indicate that the delays in seeking OP care tend to be shorter for the very young (5 years old or below), the elderly (65 years old or above), and those with prior poor health. Similarly, delays in seeking IP care tend to be shorter among the very young and those requiring maternity services. Moreover, having a college-educated head of household is associated with shorter delays in seeking OP and IP care. Delays in seeking OP care are shorter in the National Capital Region than in other regions, but longer OP delays are associated with presence of a nearby public health facility. Deferrals in seeking IP care are shorter and delays in seeking OP care are longer when the sick or injured member is employed. When the spouse of the household head is employed, IP care is likewise postponed further. Relative to the poorest income quintile, the second- and third-income quintiles tarry longer. Last, insurance coverage and urban location are not found to be significant correlates. To enhance the effectiveness of recent reforms on utilization, these results suggest deepening the awareness of the covered population of their insurance benefits or to monitor the quality of local health facilities, especially that received grants. Labor policies that reduce the opportunity cost of seeking care among the employed may also be considered.

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  • Capuno, Joseph J. & Kraft, Aleli D. & Poco, Louisa Camille & Quimbo, Stella A. & Tan, Carlos Antonio R., 2019. "Health conditions, payments, proximity, and opportunity costs: Examining delays in seeking inpatient and outpatient care in the Philippines," Social Science & Medicine, Elsevier, vol. 238(C), pages 1-1.
  • Handle: RePEc:eee:socmed:v:238:y:2019:i:c:28
    DOI: 10.1016/j.socscimed.2019.112479
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    1. Laudicella, Mauro & Siciliani, Luigi & Cookson, Richard, 2012. "Waiting times and socioeconomic status: Evidence from England," Social Science & Medicine, Elsevier, vol. 74(9), pages 1331-1341.
    2. Joseph J. Capuno & Aleli D. Kraft & Stella Quimbo & Carlos R. Tan & Adam Wagstaff, 2016. "Effects of Price, Information, and Transactions Cost Interventions to Raise Voluntary Enrollment in a Social Health Insurance Scheme: A Randomized Experiment in the Philippines," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 650-662, June.
    3. Jones, A., 2007. "Applied Econometrics for Health Economists: A Practical Guide," Monographs, Office of Health Economics, number 000262.
    4. Dracup, Kathleen & Moser, Debra K. & Eisenberg, Mickey & Meischke, Hendrika & Alonzo, Angelo A. & Braslow, Allan, 1995. "Causes of delay in seeking treatment for heart attack symptoms," Social Science & Medicine, Elsevier, vol. 40(3), pages 379-392, February.
    5. Kai Kaiser & Caryn Bredenkamp & Roberto Iglesias, 2016. "Sin Tax Reform in the Philippines," World Bank Publications - Books, The World Bank Group, number 24617.
    6. Caryn Bredenkamp & Joseph Capuno & Aleli Kraft & Louisa Poco & Stella Quimbo & Carlos Antonio Tan, Jr, 2017. "Awareness of health insurance benefits in the Philippines: what do people know and how?," Health, Nutrition and Population (HNP) Discussion Paper Series 116646, The World Bank.
    7. Jing Cai & Xianhua Wang & Aiguo Ma & Qiuzhen Wang & Xiuxia Han & Yong Li, 2015. "Factors Associated with Patient and Provider Delays for Tuberculosis Diagnosis and Treatment in Asia: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-22, March.
    8. Stein, M.D. & Crystal, S. & Cunningham, W.E. & Ananthanarayanan, A. & Andersen, R.M. & Turner, B.J. & Zierler, S. & Morton, S. & Katz, M.H. & Bozzette, S.A. & Shapiro, M.F. & Schuster, M.A., 2000. "Delays in seeking HIV care due to competing caregiver responsibilities," American Journal of Public Health, American Public Health Association, vol. 90(7), pages 1138-1140.
    9. Neale, Anne Victoria & Tilley, Barbara C. & Vernon, Sally W., 1986. "Marital status, delay in seeking treatment and survival from breast cancer," Social Science & Medicine, Elsevier, vol. 23(3), pages 305-312, January.
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