孟加拉国的清洁能源和家庭汇款:来自自然实验的证据

Gazi Hassan
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引用次数: 3

摘要

我利用降雨驱动汇款的自然实验,提供了实验性的测量方法,以了解汇款如何影响孟加拉国南部农村家庭选择气瓶(液化石油气)作为烹饪燃料,而不是其他替代燃料。家庭选择液化石油气与汇款是共同相关的;因此,我使用工具变量probit (IV-Probit)方法。汇款的处理被随机分配给因飓风roanu造成的自然冲击而遭受损失的家庭,使该工具——降雨量的外生变化与受飓风影响的移民家庭与当地气象站的距离相互作用——能够确定治疗组(受飓风影响的汇款接收家庭)的平均治疗效果。我发现,外生汇款增加1,000塔卡会导致使用液化石油气的可能性增加1%。就百分比变化而言,隐含弹性表明,汇款收入每增加10%,使用液化石油气的可能性就会提高2%。我还发现,汇款的影响取决于家庭的卫生支出。特别是,考虑到家庭的保健支出与提供住宅中的清洁水和卫生厕所的相互作用,汇款的边际效应变得更强,即家庭更有可能使用液化石油气作为烹饪燃料。这些发现反驳了一些现有的案例研究和许多决策者的观点,即经济因素在促进家庭使用清洁能源方面不那么重要。本文的结果对排除限制的潜在违反,替代规格和仪器,以及可能省略的变量偏差具有鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clean Energy and Household Remittances in Bangladesh: Evidence from a Natural Experiment
Using a natural experiment of a rainfall-driven remittances, I provide experimental measures of how remittances affect rural household’s choice of cylinder gas (LPG) as a cooking fuel over other alternative fuels in southern Bangladesh. Household choice of LPG and remittances are jointly related; therefore, I use the instrumental variable probit (IV-Probit) approach. The treatment of remittances is randomly assigned to households who suffered losses due to a natural shock from the cyclone-Roanu enabling the instrument – exogenous variation in rainfall interacted with cyclone-affected migrant household’s distance to the local weather stations – to identify the average treatment effect for the treatment group (cyclone-affected remittances recipient households). I find that an exogenous increase in remittances by 1,000 Taka causes the probability of using LPG to rise by 1%. In terms of percentage change, the implied elasticity shows that a 10% increase in remittances income can raise the probability of using LPG by 2%. I also find the impact of remittances is conditional on household’s health expenditures. In particular, controlling for the household’s health expenditures interacted with the provision for clean water and sanitary toilet in the dwelling, the marginal effects of remittances get stronger, i.e. households are more likely to use LPG as cooking fuel. These findings counter some existing case studies and views of many policy makers that economic factors are less significant in promoting cleaner energy for the household. The results of the paper are robust to potential violations of the exclusion restriction, to alternative specifications and instruments, and possible omitted variable bias.
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