{"title":"不利的健康冲击、社会保险和家庭消费:来自印度尼西亚Askeskin项目的证据。","authors":"Kalyan Kolukuluri","doi":"10.1007/s10754-022-09329-6","DOIUrl":null,"url":null,"abstract":"<p><p>This study examines the efficacy of Askeskin, a subsidized social health insurance targeted towards poor households and informal sector workers in Indonesia, in mitigating the impact of adverse health shocks on household consumption. To overcome selection bias from non-experimental nature of Askeskin enrolment, I use a robust estimation strategy, where outcome regressions are run on a propensity score-based matching sample. Using longitudinal data from the Indonesia Family Life Survey, this study finds that uninsured households facing extreme health health shocks experience a 1.3% point loss in growth in food and 2% point loss in non-food consumption growth. Importantly, households having Askeskin insurance, are fully insured in terms of food and medical consumption. But non-food spending, a discretionary component, is not insured fully resulting in a 1.2% point fall in consumption growth rate, despite Askeskin. This result is robust to a battery of sensitivity and robustness checks, including alternate definition of health shocks. Further, I investigate whether the Askeskin program simply displaced informal, community-based mechanisms of risk sharing. No crowd out effect is observed and informal risk-sharing coexists with Askeskin.</p>","PeriodicalId":44403,"journal":{"name":"International Journal of Health Economics and Management","volume":"23 2","pages":"213-235"},"PeriodicalIF":1.5000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Adverse health shocks, social insurance and household consumption: evidence from Indonesia's Askeskin program.\",\"authors\":\"Kalyan Kolukuluri\",\"doi\":\"10.1007/s10754-022-09329-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>This study examines the efficacy of Askeskin, a subsidized social health insurance targeted towards poor households and informal sector workers in Indonesia, in mitigating the impact of adverse health shocks on household consumption. To overcome selection bias from non-experimental nature of Askeskin enrolment, I use a robust estimation strategy, where outcome regressions are run on a propensity score-based matching sample. Using longitudinal data from the Indonesia Family Life Survey, this study finds that uninsured households facing extreme health health shocks experience a 1.3% point loss in growth in food and 2% point loss in non-food consumption growth. Importantly, households having Askeskin insurance, are fully insured in terms of food and medical consumption. But non-food spending, a discretionary component, is not insured fully resulting in a 1.2% point fall in consumption growth rate, despite Askeskin. This result is robust to a battery of sensitivity and robustness checks, including alternate definition of health shocks. Further, I investigate whether the Askeskin program simply displaced informal, community-based mechanisms of risk sharing. No crowd out effect is observed and informal risk-sharing coexists with Askeskin.</p>\",\"PeriodicalId\":44403,\"journal\":{\"name\":\"International Journal of Health Economics and Management\",\"volume\":\"23 2\",\"pages\":\"213-235\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2023-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Health Economics and Management\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1007/s10754-022-09329-6\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Health Economics and Management","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1007/s10754-022-09329-6","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Adverse health shocks, social insurance and household consumption: evidence from Indonesia's Askeskin program.
This study examines the efficacy of Askeskin, a subsidized social health insurance targeted towards poor households and informal sector workers in Indonesia, in mitigating the impact of adverse health shocks on household consumption. To overcome selection bias from non-experimental nature of Askeskin enrolment, I use a robust estimation strategy, where outcome regressions are run on a propensity score-based matching sample. Using longitudinal data from the Indonesia Family Life Survey, this study finds that uninsured households facing extreme health health shocks experience a 1.3% point loss in growth in food and 2% point loss in non-food consumption growth. Importantly, households having Askeskin insurance, are fully insured in terms of food and medical consumption. But non-food spending, a discretionary component, is not insured fully resulting in a 1.2% point fall in consumption growth rate, despite Askeskin. This result is robust to a battery of sensitivity and robustness checks, including alternate definition of health shocks. Further, I investigate whether the Askeskin program simply displaced informal, community-based mechanisms of risk sharing. No crowd out effect is observed and informal risk-sharing coexists with Askeskin.
期刊介绍:
The focus of the International Journal of Health Economics and Management is on health care systems and on the behavior of consumers, patients, and providers of such services. The links among management, public policy, payment, and performance are core topics of the relaunched journal. The demand for health care and its cost remain central concerns. Even as medical innovation allows providers to improve the lives of their patients, questions remain about how to efficiently deliver health care services, how to pay for it, and who should pay for it. These are central questions facing innovators, providers, and payers in the public and private sectors. One key to answering these questions is to understand how people choose among alternative arrangements, either in markets or through the political process. The choices made by healthcare managers concerning the organization and production of that care are also crucial. There is an important connection between the management of a health care system and its economic performance. The primary audience for this journal will be health economists and researchers in health management, along with the larger group of health services researchers. In addition, research and policy analysis reported in the journal should be of interest to health care providers, managers and policymakers, who need to know about the pressures facing insurers and governments, with consequences for regulation and mandates. The editors of the journal encourage submissions that analyze the behavior and interaction of the actors in health care, viz. consumers, providers, insurers, and governments. Preference will be given to contributions that combine theoretical with empirical work, evaluate conflicting findings, present new information, or compare experiences between countries and jurisdictions. In addition to conventional research articles, the journal will include specific subsections for shorter concise research findings and cont ributions to management and policy that provide important descriptive data or arguments about what policies follow from research findings. The composition of the editorial board is designed to cover the range of interest among economics and management researchers.Officially cited as: Int J Health Econ ManagFrom 2001 to 2014 the journal was published as International Journal of Health Care Finance and Economics. (Articles published in Vol. 1-14 officially cited as: Int J Health Care Finance Econ)