The Impact of Natural Disasters on Income Inequality in Indonesia

A. G. Brata
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Abstract

Introduction: The purpose of this study is to investigate the relationship between natural disasters and income inequality in Indonesia, a developing country with a high risk of natural hazards and high population densities in disaster-prone regions. Methods: This paper used cross-province panel data during the period between 2010 and 2016. Natural disasters data were obtained from Indonesia National Agency for Disaster Management (BNPB), while Gini index data as an indicator of income inequality were obtained from Indonesia Central Bureau of Statistics (BPS). To estimate the impact of natural disasters on income inequality, this paper used a fixed effect regression model. Results: It was found that the lagged variable of natural disasters positively affected the Gini index. The coefficient of this variable was 0.0093 at a significance level of 5%. It indicated that natural disasters worsen income inequality. This study also showed that natural disasters that negatively affected the Gini index were hydrological disasters in year t (between  -0.0179 and -0.0199 at a significance level of 0.1%).  Meanwhile, meteorological disasters tended to increase income inequality in the subsequent years. The coefficients were 0.0282 and 0.0187, and were statistically significant at least 5%. In addition, meteorological disasters consistently affected income distribution in all Western Indonesia (Sumatra, Java, and Bali) and other islands. The coefficients were 0.0205 and 0.0510 at a significance level of 5% indicating that meteorological disasters tended to increase inequality in income distribution. But these climatological disasters had a negative impact on income distribution in other islands in years t and t-1 (-0.0192 and -0.0680 at the significance level of 1% and 5%, respectively).  Conclusion: The findings of this study imply that designing policies to deal with inequality at the regional level should also concern the different influences of various natural disasters on income inequality.
自然灾害对印度尼西亚收入不平等的影响
引言:本研究的目的是研究自然灾害与收入不平等之间的关系。印度尼西亚是一个自然灾害风险高、易发地区人口密度高的发展中国家。方法:采用2010 - 2016年跨省面板数据。自然灾害数据来自印度尼西亚国家灾害管理局(BNPB),而基尼指数数据作为收入不平等的指标来自印度尼西亚中央统计局(BPS)。为了估计自然灾害对收入不平等的影响,本文采用了固定效应回归模型。结果:发现自然灾害滞后变量对基尼系数有正向影响。在5%的显著性水平下,该变量的系数为0.0093。报告指出,自然灾害加剧了收入不平等。本研究还发现,对基尼指数产生负向影响的自然灾害为t年的水文灾害(在-0.0179 ~ -0.0199之间,显著性水平为0.1%)。与此同时,气象灾害往往会在随后几年加剧收入不平等。系数分别为0.0282和0.0187,差异不低于5%。此外,气象灾害持续影响印度尼西亚西部(苏门答腊岛、爪哇岛和巴厘岛)和其他岛屿的收入分配。系数分别为0.0205和0.0510,显著性水平为5%,表明气象灾害有加剧收入分配不平等的趋势。但这些气候灾害在t年和t-1年对其他岛屿的收入分配有负向影响(在1%和5%的显著性水平上分别为-0.0192和-0.0680)。结论:本研究的结果表明,在制定区域层面的不平等政策时,还应考虑各种自然灾害对收入不平等的不同影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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