Because of their uncertain and destructive nature, natural disasters can pose severe shocks to societies and jurisdictions across all levels of government. Disaster-related financial risk is a critical problem in developing countries where people are highly vulnerable to the losses of natural hazards and climate change. This study empirically examines the fiscal impact of natural disasters at the provincial government level in China. Using a panel vector autoregression model, we find that natural disasters increase a province’s total governmental spending and intergovernmental revenues received from the central government while having little effect on its tax revenues. In particular, earthquakes and tropical storms cause larger impacts on spending and intergovernmental transfers. We also show that governments in higher-income Chinese provinces experience larger increases in spending and intergovernmental transfer following natural disasters than lower-income provincial governments. Our results provide important implications for the financial management of disaster risks in the developing context.
AbrigoMichael R. M.LoveInessa. 2016. “Estimation of Panel Vector Autoregression in Stata: A Package of Programs.” The Stata Journal16:778–804.
2.
AndrewsDonald W. K.LuBiao. 2001. “Consistent Model and Moment Selection Procedures for GMM Estimation with Application to Dynamic Panel Data Models.” Journal of Econometrics101:123–64.
3.
BaickerKatherine. 2005. “The Spillover Effects of State Spending.” Journal of Public Economics89:529–44.
4.
BensonCharlotteClayEdward J.. 2004. Understanding the Economic and Financial Impacts of Natural Disasters (No. 4). Washington, DC: World Bank.
5.
CanovaFabioCiccarelliMatteo. 2013. “Panel Vector Autoregressive Models—A Survey.” European Central Bank Working Paper Series, No. 1507, Frankfurt, Germany: European Central Bank.
6.
CavalloEduardoGalianiSebastianNoyIlanPantanoJuan. 2013. “Catastrophic Natural Disasters and Economic Growth.” Review of Economics and Statistics95:1549–61.
7.
CavalloEduardoNoyIlan. 2011. “Natural Disasters and the Economy—A Survey.” International Review of Environmental and Resource Economics5:63–102.
8.
ChenShaLuoZhongkuiPanXubi. 2013. “Natural Disasters in China: 1900–2011.” Natural Hazards69:1597–605.
9.
CRED (Centre for Research on the Epidemiology of Disasters). 2016. “2016 Preliminary Data: Human Impact of Natural Disaster.” CRED CRUNCH Issue No, 45. Brussels, Belgium: CRED.
10.
CuaresmaJesus CrespoHlouskovaJaroslavaObersteinerMichael. 2008. “Natural Disasters as Creative Destruction? Evidence from Developing Countries.” Economic Inquiry46:214–26.
11.
DeryuginaTatyana. 2017. “The Fiscal Cost of Hurricanes: Disaster Aid versus Social Insurance.” American Economic Journal: Economic Policy9:168–98.
12.
DonahueAmy K.JoycePhilip G.. 2001. “A Framework for Analyzing Emergency Management with an Application to Federal Budgeting.” Public Administration Review61:728–40.
13.
DriscollJohn C.KraayAart C.. 1998. “Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data.” Review of Economics and Statistics80:549–60.
14.
EscalerasMonicaRegisterCharles. 2016. “Public Sector Corruption and Natural Hazards.” Public Finance Review44:746–68.
15.
FelbermayrGabrielGroschlJasmin. 2014. “Naturally Negative: The Growth Effects of Natural Disasters.” Journal of Development Economics111:92–106.
16.
GuoJiLiuHuiWuXianhuaGuJiongSongShunfengTangYinshan. 2015. “Natural Disasters, Economic Growth, and Sustainable Development in China—An Empirical Study Using Provincial Panel Data.” Sustainability7:16783–800.
17.
HarrisI.JonesP. D.OsbornT. J.ListerD. H.. 2014. “Updated High-resolution Grids of Monthly Climatic Observations—The CRU TS 3.10 Dataset.” International Journal of Climatology34:623–42.
18.
HoechleDaniel. 2007. “Robust Standard Errors for Panel Regressions with Cross-sectional Dependence.” The Stata Journal7:281–312.
19.
Holtz-EakinDouglasNeweyWhitneyRosenHarvey S.. 1988. “Estimating Vector Autoregressions with Panel Data.” Econometrica56:1371–95.
20.
ImKyung SoHashem PesaranM.ShinYongcheol. 2003. “Testing for Unit Root in Heterogeneous Panels.” Journal of Econometrics115:53–74.
21.
IPCC (Intergovernmental Panel on Climate Change). 2012. “Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation.” In A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change, edited by FieldC. B.BarrosV.StockerT. F.QinD.DokkenD. J.EbiK. L.MastrandreaM. D.MachK. J.PlattnerG.-K.AllenS. K.TignorM.MidgleyP. M.. Cambridge, UK and New York: Cambridge University Press. http://ipcc-wg2.gov/SREX/images/uploads/SREX-All_FINAL.pdf.
22.
KahnMatthew E.2005. “The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions.” The Review of Economics and Statistics87:271–84.
23.
KouskyCaroline. 2014. “Informing Climate Adaptation: A Review of the Economic Costs of Natural Disasters.” Energy Economics46:576–92.
24.
LisEliza M.NickelChristiane. 2010. “The Impact of Extreme Weather Events on Budget Balances.” International Tax and Public Finance17:378–99.
25.
LiuYongzhengMartinez-VazquezJorgeWuAlfred M.. 2016. “Fiscal Decentralization, Equalization, and Intra-provincial Inequality in China.” International Tax and Public Finance24:248–81.
26.
LoveInessaZicchinoLea. 2006. “Financial Development and Dynamic Investment Behavior: Evidence from Panel VAR.” The Quarterly Journal of Economics and Finance46:190–210.
27.
MahulOlivierSignerBenediktBoudreauLauraYiHannahAtamuratovaSevaraClarkeDanielWhiteEmily. 2014. Financial Protection against Natural Disasters: From Products to Comprehensive Strategies—An Operational Framework for Disaster Risk Financing and Insurance. Washington, DC: World Bank.
28.
MeleckyMartinRaddatzClaudio. 2011. “How Do Governments Respond After Catastrophes? Natural-disaster Shocks and the Fiscal Stance.” Working paper (No. 5564),Washington, DC: World Bank. https://elibrary.worldbank.org/doi/abs/10.1596/1813-9450-5564.
29.
MeleckyMartinRaddatzClaudio. 2014. “Fiscal Responses after Catastrophes and the Enabling Role of Financial Development.” The World Bank Economic Review29:129–49.
30.
MiaoQingHouYilinAbrigoMichael R. M.. 2018. “Measuring the Financial Shocks of Natural Disasters: A Panel Study of US States.” National Tax Journal71:11–44.
31.
NickellStephen. 1981. “Biases in Dynamic Models with Fixed Effects.” Econometrica49:1417–26.
32.
NoyIlan. 2009. “The Macroeconomic Consequences of Disasters.” Journal of Development Economics88:221–31.
33.
NoyIlanNualsriAekkanush. 2011. “Fiscal Storms: Public Spending and Revenues in the Aftermath of Natural Disasters.” Environment and Development Economics16:113–28.
34.
OuattaraBazoumanaStroblEric. 2013. “The Fiscal Implications of Hurricane Strikes in the Caribbean.” Ecological Economics85:105–15.
35.
RaddatzClaudio. 2007. “Are External Shocks Responsible for the Instability of Output in Low-income Countries?” Journal of Development Economics84:155–87.
StroblEric. 2011. “The Economic Growth Impact of Hurricane Strikes: Evidence from US Coastal Counties.” Review of Economics and Statistics93:575–89.
38.
StroembergD.2007. “Natural Disasters, Economic Development, and Humanitarian Aid.” Journal of Economic Perspectives21:199–222.
39.
VuTam BangNoyIlan. 2015. “Regional Effects of Natural Disasters in China: Investing in Post-disaster Recovery.” Natural Hazards75:111–26.
40.
WildasinDavid E.2008. “Disaster Policies: Some Implications for Public Finance in the U.S. Federation.” Public Finance Review36:497–518.
41.
ZhangYong-lingMaYan-nanChenAnLinYu-han. 2015. “Research on Chinese Public Finance in Response to Domestic Natural Disasters.” Natural Hazards77:1799–810.
42.
ZhengY.MuJ.. 2006. Natural Disasters and Disaster Relief Policy in China, in OECD, Catastrophic Risk and Insurance. Paris, France: OECD. doi: 10.1787/9789264009950-21-en.
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