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。

IF 1.5 4区 经济学 Q3 BUSINESS, FINANCE
Kalyan Kolukuluri
{"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}
引用次数: 0

摘要

本研究考察了针对印度尼西亚贫困家庭和非正规部门工人的Askeskin补贴社会健康保险在减轻不利健康冲击对家庭消费的影响方面的效果。为了克服Askeskin登记的非实验性质带来的选择偏差,我使用了一种稳健的估计策略,其中结果回归是在基于倾向分数的匹配样本上运行的。利用印度尼西亚家庭生活调查的纵向数据,本研究发现,面临极端健康冲击的无保险家庭在食品消费增长方面损失1.3%,在非食品消费增长方面损失2%。重要的是,拥有Askeskin保险的家庭在食品和医疗消费方面得到了充分的保障。但非食品支出(可自由支配的组成部分)并没有得到充分保障,导致消费增长率下降了1.2%。该结果对一系列敏感性和稳健性检查具有稳健性,包括对健康冲击的替代定义。此外,我还调查了Askeskin项目是否仅仅取代了非正式的、以社区为基础的风险分担机制。没有观察到挤出效应,非正式风险分担与Askeskin共存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Adverse health shocks, social insurance and household consumption: evidence from Indonesia's Askeskin program.

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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.60
自引率
0.00%
发文量
18
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)
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信