{"title":"尼日利亚健康冲击和家庭对贫困的脆弱性:一项准实验分析。","authors":"Paul Eze, Chimere O Iheonu","doi":"10.1186/s13561-025-00660-5","DOIUrl":null,"url":null,"abstract":"<p><p>Health shocks are a critical driver of poverty in low- and middle-income countries (LMICs). This study investigates the impact of health shocks on household poverty risk in Nigeria and evaluates the protective capacity of existing health insurance mechanisms, using data from the 2023/2024 General Household Survey (n = 4,779 households). We first estimated household vulnerability using Chaudhuri's (2003) Vulnerability as Expected Poverty framework, addressing heteroskedasticity in consumption estimation via feasible generalized least squares. We then modeled the probability of household vulnerability following health shocks using probit regression. Finally, we implemented propensity score matching to isolate the effect of health shocks on households' vulnerability. Our results indicate that 56.1% and 59.2% of Nigerian households are vulnerable to poverty, using the international ($2.15/day) and national ($2.48/day) poverty lines, respectively. Vulnerable households are more prevalent in northern regions, rural areas, larger households, and poorer households. We found evidence that, based on the international poverty line, health shocks significantly increased the probability of household vulnerability (ATT = 0.053, SE = 0.023) compared to matched households without health shocks, with a slightly higher impact (ATT = 0.054, SE = 0.023) if using the national poverty line. Household size, dependency ratio, household head's education and employment status, and residence were significant predictors of vulnerability. Despite their potential, health insurance, covering only 2.2% of households, did not offer adequate protection against health shocks. This study provides robust evidence that health shocks increase households' vulnerability to poverty and perpetuate existing poverty. Financial protection measures need to be considered in broader poverty reduction policies.</p>","PeriodicalId":46936,"journal":{"name":"Health Economics Review","volume":"15 1","pages":"65"},"PeriodicalIF":3.3000,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12281789/pdf/","citationCount":"0","resultStr":"{\"title\":\"Health shocks and households' vulnerability to poverty in Nigeria: a quasi-experimental analysis.\",\"authors\":\"Paul Eze, Chimere O Iheonu\",\"doi\":\"10.1186/s13561-025-00660-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Health shocks are a critical driver of poverty in low- and middle-income countries (LMICs). This study investigates the impact of health shocks on household poverty risk in Nigeria and evaluates the protective capacity of existing health insurance mechanisms, using data from the 2023/2024 General Household Survey (n = 4,779 households). We first estimated household vulnerability using Chaudhuri's (2003) Vulnerability as Expected Poverty framework, addressing heteroskedasticity in consumption estimation via feasible generalized least squares. We then modeled the probability of household vulnerability following health shocks using probit regression. Finally, we implemented propensity score matching to isolate the effect of health shocks on households' vulnerability. Our results indicate that 56.1% and 59.2% of Nigerian households are vulnerable to poverty, using the international ($2.15/day) and national ($2.48/day) poverty lines, respectively. Vulnerable households are more prevalent in northern regions, rural areas, larger households, and poorer households. 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引用次数: 0
摘要
健康冲击是低收入和中等收入国家贫困的一个关键驱动因素。本研究利用2023/2024年综合住户调查(n = 4,779户)的数据,调查了健康冲击对尼日利亚家庭贫困风险的影响,并评估了现有健康保险机制的保护能力。我们首先使用Chaudhuri(2003)的脆弱性作为预期贫困框架来估计家庭脆弱性,通过可行广义最小二乘法解决消费估计中的异方差问题。然后,我们使用概率回归对健康冲击后家庭脆弱性的概率进行建模。最后,我们实施倾向得分匹配来隔离健康冲击对家庭脆弱性的影响。我们的研究结果表明,按照国际贫困线(2.15美元/天)和国家贫困线(2.48美元/天)计算,分别有56.1%和59.2%的尼日利亚家庭容易陷入贫困。弱势家庭在北部地区、农村地区、大家庭和较贫困家庭更为普遍。我们发现证据表明,与没有健康冲击的匹配家庭相比,基于国际贫困线的健康冲击显著增加了家庭脆弱性的概率(ATT = 0.053, SE = 0.023),如果使用国家贫困线,影响略高(ATT = 0.054, SE = 0.023)。家庭规模、抚养比、户主教育和就业状况以及居住地是脆弱性的显著预测因子。尽管健康保险具有潜力,但仅覆盖2.2%的家庭的健康保险并没有为健康冲击提供足够的保护。这项研究提供了强有力的证据,表明健康冲击增加了家庭对贫困的脆弱性,并使现有贫困永久化。需要在更广泛的减贫政策中考虑财政保护措施。
Health shocks and households' vulnerability to poverty in Nigeria: a quasi-experimental analysis.
Health shocks are a critical driver of poverty in low- and middle-income countries (LMICs). This study investigates the impact of health shocks on household poverty risk in Nigeria and evaluates the protective capacity of existing health insurance mechanisms, using data from the 2023/2024 General Household Survey (n = 4,779 households). We first estimated household vulnerability using Chaudhuri's (2003) Vulnerability as Expected Poverty framework, addressing heteroskedasticity in consumption estimation via feasible generalized least squares. We then modeled the probability of household vulnerability following health shocks using probit regression. Finally, we implemented propensity score matching to isolate the effect of health shocks on households' vulnerability. Our results indicate that 56.1% and 59.2% of Nigerian households are vulnerable to poverty, using the international ($2.15/day) and national ($2.48/day) poverty lines, respectively. Vulnerable households are more prevalent in northern regions, rural areas, larger households, and poorer households. We found evidence that, based on the international poverty line, health shocks significantly increased the probability of household vulnerability (ATT = 0.053, SE = 0.023) compared to matched households without health shocks, with a slightly higher impact (ATT = 0.054, SE = 0.023) if using the national poverty line. Household size, dependency ratio, household head's education and employment status, and residence were significant predictors of vulnerability. Despite their potential, health insurance, covering only 2.2% of households, did not offer adequate protection against health shocks. This study provides robust evidence that health shocks increase households' vulnerability to poverty and perpetuate existing poverty. Financial protection measures need to be considered in broader poverty reduction policies.
期刊介绍:
Health Economics Review is an international high-quality journal covering all fields of Health Economics. A broad range of theoretical contributions, empirical studies and analyses of health policy with a health economic focus will be considered for publication. Its scope includes macro- and microeconomics of health care financing, health insurance and reimbursement as well as health economic evaluation, health services research and health policy analysis. Further research topics are the individual and institutional aspects of health care management and the growing importance of health care in developing countries.