THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD
<p>Underutilization of health care for the poor is one critical problem in Indonesia. Out of pocket share is dominant on overall health financing. Therefore, it is plausible that low demand of modern healthcare services mainly relates to financial aspect. In 2008, the government of Indonesia h...
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Universitas Muhammadiyah Yogyakarta
2018
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oai:doaj.org-article:9da520542e4e496a8195e26a8352414c2021-12-02T12:05:31ZTHE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD1411-99002541-5506https://doaj.org/article/9da520542e4e496a8195e26a8352414c2018-10-01T00:00:00Zhttps://journal.umy.ac.id/index.php/esp/article/view/5091https://doaj.org/toc/1411-9900https://doaj.org/toc/2541-5506<p>Underutilization of health care for the poor is one critical problem in Indonesia. Out of pocket share is dominant on overall health financing. Therefore, it is plausible that low demand of modern healthcare services mainly relates to financial aspect. In 2008, the government of Indonesia has introduced health insurance schemes for the poor to help them overcome the problem of medical costs barrier called Jamkesmas (Social Health Insurance). This paper examines the impact evaluation of Jamkesmas to health care utilization in Eastern Indonesia. Data are drawn from Indonesia Family Life Survey East (IFLS-East) that held in 2012. This data only covers the eastern regions of Indonesia that widely known has relatively lower performance in development and infrastructure. Moreover, this study employs Propensity Score Matching (PSM) approach to analyse the data. The results show that average treatment effect for treated group are positive for outpatient utilization. In addition, availability of the healthcare facility variables, travelling time and distance to district capital are factors that determine Jamkemas coverage in Eastern Indonesia. <strong><em></em></strong></p>Novat Pugo SambodoUniversitas Muhammadiyah Yogyakartaarticlesocial health insurancehealthcare utilizationimpact evaluationEconomic theory. DemographyHB1-3840ENJurnal Ekonomi & Studi Pembangunan, Vol 19, Iss 2, Pp 116-133 (2018) |
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EN |
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social health insurance healthcare utilization impact evaluation Economic theory. Demography HB1-3840 |
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social health insurance healthcare utilization impact evaluation Economic theory. Demography HB1-3840 Novat Pugo Sambodo THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
description |
<p>Underutilization of health care for the poor is one critical problem in Indonesia. Out of pocket share is dominant on overall health financing. Therefore, it is plausible that low demand of modern healthcare services mainly relates to financial aspect. In 2008, the government of Indonesia has introduced health insurance schemes for the poor to help them overcome the problem of medical costs barrier called Jamkesmas (Social Health Insurance). This paper examines the impact evaluation of Jamkesmas to health care utilization in Eastern Indonesia. Data are drawn from Indonesia Family Life Survey East (IFLS-East) that held in 2012. This data only covers the eastern regions of Indonesia that widely known has relatively lower performance in development and infrastructure. Moreover, this study employs Propensity Score Matching (PSM) approach to analyse the data. The results show that average treatment effect for treated group are positive for outpatient utilization. In addition, availability of the healthcare facility variables, travelling time and distance to district capital are factors that determine Jamkemas coverage in Eastern Indonesia. <strong><em></em></strong></p> |
format |
article |
author |
Novat Pugo Sambodo |
author_facet |
Novat Pugo Sambodo |
author_sort |
Novat Pugo Sambodo |
title |
THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
title_short |
THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
title_full |
THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
title_fullStr |
THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
title_full_unstemmed |
THE IMPACT OF JAMKESMAS ON HEALTHCARE UTILIZATION IN EASTERN REGIONS OF INDONESIA: A PROPENSITY SCORE MATCHING METHOD |
title_sort |
impact of jamkesmas on healthcare utilization in eastern regions of indonesia: a propensity score matching method |
publisher |
Universitas Muhammadiyah Yogyakarta |
publishDate |
2018 |
url |
https://doaj.org/article/9da520542e4e496a8195e26a8352414c |
work_keys_str_mv |
AT novatpugosambodo theimpactofjamkesmasonhealthcareutilizationineasternregionsofindonesiaapropensityscorematchingmethod AT novatpugosambodo impactofjamkesmasonhealthcareutilizationineasternregionsofindonesiaapropensityscorematchingmethod |
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1718394705095426048 |