Can Schooling Reduce Vulnerability to Economic Shocks? Evidence from Nigerian Microdata

Adewole Musiliu Adeolu
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Abstract

This study examines the impact of individual schooling attainment on well-defined vulnerability indicators of individuals’ expectation of future economic wellbeing, and frequency of access to food, water, healthcare, cooking fuel and cash in the past one year. OLS estimates, after correcting for a large number of potentially confounding variables, suggest that a year of schooling attainment raises expectation of better future by 0.29 percentage point and reduces the possibility that a household will be without food by 0.56 percentage point, water by 0.36, healthcare by 0.68, cooking fuel by 0.39 and income by 0.49. These estimates are significant at 1 percent. Formal tests of omitted variables suggest that unobserved variables are not likely to be driving outcomes. Since individual schooling attainment variable is obviously endogenous and is measured with error, we complement with OLS technique with Two-Stage Least Squares (2SLS) identification strategy. 2SLS estimates suggest that schooling attainment increases individual’s expectation of future economic wellbeing and reduce the possibility that individual household will be without food, water, healthcare, cooking fuel and cash. The 2SLS estimates show that a year of schooling increases the prospect of better economic wellbeing by 0.59 percentage point and reduces the likelihood of being without food, water, healthcare, cooking fuel and income by 0.71, 1.7, 1.3, 1.3 and 1.3 percentage point respectively. Chosen instruments are apparently strong and exogenous going by the outcomes of instrument strength and over-identification tests. Schooling and vulnerability relationship is mediated by the fact that the educated tends to have greater access to news media, and the educated could mount more pressure on governments to provide public goods in their localities.
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学校教育能降低经济冲击的脆弱性吗?证据来自尼日利亚微数据
本研究考察了个人受教育程度对定义明确的脆弱性指标的影响,这些指标包括个人对未来经济福祉的预期,以及过去一年中获得食物、水、医疗保健、烹饪燃料和现金的频率。在校正了大量潜在的混淆变量后,OLS估计表明,一年的受教育程度将对更好未来的预期提高0.29个百分点,并将家庭缺乏食物的可能性降低0.56个百分点,水降低0.36个百分点,医疗保健降低0.68个百分点,烹饪燃料降低0.39个百分点,收入降低0.49个百分点。这些估计在1%是很重要的。对省略变量的正式测试表明,未观察到的变量不太可能推动结果。由于个人学业成就变量具有明显的内生性,且测量存在误差,因此我们将OLS技术与两阶段最小二乘(2SLS)识别策略相辅相成。2SLS的估计表明,受教育程度提高了个人对未来经济福祉的预期,减少了单个家庭没有食物、水、医疗、烹饪燃料和现金的可能性。2SLS的估计显示,一年的学校教育使经济状况改善的可能性提高0.59个百分点,使没有食物、水、医疗、烹饪燃料和收入的可能性分别降低0.71、1.7、1.3、1.3和1.3个百分点。通过仪器强度和过度识别测试的结果,所选择的仪器显然是强大和外生的。受过教育的人往往有更多的机会接触新闻媒体,受过教育的人可以向政府施加更大的压力,要求政府在他们的地方提供公共产品,这一事实调解了学校教育和脆弱性之间的关系。
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