Skip to main content
Log in

The impact of natural disasters on China’s macroeconomy

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

This study attempts to construct an econometric model using China’s natural disaster losses and macro-industry development data from 1980 to 2017 to explore the macroeconomic fluctuations caused by natural disasters. The structural vector autoregressive (SVAR) and the seemingly unrelated regression (SUR) models are employed in estimating the impact of natural disasters on China’s macroeconomy and how the disasters specifically affect the three sectors of the economy: primary, secondary, and tertiary. This study concludes that even though natural disasters in China do not significantly affect the overall real GDP, they have adverse impacts on the production in the primary industry, causing a sudden reduction in the means of production in the market and directly affecting various industries, but the impact on the secondary and tertiary industries is weak. This study also shows that the effect of natural disasters on the primary sector reduced significantly following industry restructuring after China’s accession to the World Trade Organization (WTO). The impact of natural disasters on the primary industry could be reduced by adjusting the industrial structure to deal with macroeconomic shocks caused by natural disasters in order to promote macroeconomic stability of both regional and national economies. Finally, national aid policy should focus on the primary industry since that sector is significantly affected by natural disasters shocks.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Albala-Bertrand JM (1993) Political economy of large natural disasters. Clarendon Press, Oxford

    Google Scholar 

  • Ali NM (2018) Impact of climate change and natural catastrophe on the occupational changes in the coastal areas of Bangladesh: an empirical study. Environ Econ 9(1):22–37

    Article  Google Scholar 

  • Amisano G, Giannini C (1997) From VAR models to structural VAR models. In: Topics in Structural VAR Econometrics. Springer, Berlin, Heidelberg

  • Barro RJ (2006) Rare disasters and asset markets in the twentieth century. Q J Econ 121:823–866

    Article  Google Scholar 

  • Blanchard OJ, Quah D (1989) The dynamic effects of aggregate demand and supply disturbances. Am Econ Rev 7:655–673

    Google Scholar 

  • Bloom N (2009) The impact of uncertainty shocks. Econometrica 77(3):623–685

    Article  Google Scholar 

  • Breusch TS, Pagan AR (1979) A simple test for heteroskedasticity and random coefficient variation. Econometrica 47(5):1287–1294

    Article  Google Scholar 

  • Chen G, Chao J, Wu X, Zhao X (2014) Rare disaster risk and the macroeconomic fluctuation in China. Econ Res J 8:54–66

    Google Scholar 

  • Cheung SNS (2014) The economic system of China. Man Econ 1(1):1–49

    Google Scholar 

  • Gourio F (2008a) Disasters and recoveries. Am Econ Rev 98(2):68–73

    Article  Google Scholar 

  • Gourio F (2008b) Time series predictability in the disaster model. Financ Res Lett 5(4):191–203

    Article  Google Scholar 

  • Gourio F, Disaster Risk and Business Cycles (2012) American economic review. Vol. 102:1734–1766

    Google Scholar 

  • Hochrainer S 2009 “Assessing the macroeconomic impacts of natural disasters – are there any?” World Bank policy research working paper 4968. Washington, DC, United States: The World Bank

  • Huang Y (2005a) China's economic cycle characteristics and fiscal policy effects: an empirical analysis based on the three-sector RBC model. Econ Res 6:27–39

    Google Scholar 

  • Huang Z (2005b) A study on business cycle and the effects of fiscal policy in China : an empirical study on a RBC model with three sections. Econ Res J 6:27–39

    Google Scholar 

  • Jia M (2013) A brief discussion on the impact of natural disasters on macroeconomic growth in China. Econ Issues 8:54–67

    Google Scholar 

  • Liu Z (2011) Investment shocks and the dynamics of labor employment:empirical characteristics and theoretical explanations. Nankai Econ Stud 6:66–93

    CAS  Google Scholar 

  • Liu Z (2015) Natural disasters and China’s macroeconomic volatility: empirical facts and theoretical interpretation. Diploma thesis, Southwest Minzu University P1–48

  • Mendoza GE (2010) Sudden stops, financial crises & amp; leverage. Am Econ Rev 100(5):1941–1966

    Article  Google Scholar 

  • Otero CR, Marti ZR (1995) The impacts of natural disaster on developing economics: implications for the international development and disaster community. Disasters Nat:11–40

  • Pu C, Chen Y, Pan X (2018) Weather indexes, index insurance and weather index futures. Insur Markets Co 9(1):32–40

    Article  Google Scholar 

  • Pu C and Liu Z (2014) Research on Chinese economic fluctuation based on New Keynesian perspective. Modern Finance and Economics (Journal of Tianjin University of Finance and Economics) (7):11–21

  • Shao Q, Wang B, Bai L (2017) Risk impact, insurance protection and China’s macroeconomic volatility. Financ Res 2:2–16

    Google Scholar 

  • Shao Q, Zhang M (2016) Research on the impact of risks on economic growth. Insur Res 8:30–44

    Google Scholar 

  • Shapiro MD and Watson M (1988) Sources of business cycle fluctuations. NBER MacroeconomicsAnnual, MIT Press, Cambridge, Massachusetts, 111—48

  • Skidmore M, Toya H (2002) Do natural disasters promote long-run growth? Econ Inq 40(4):664–687

    Article  Google Scholar 

  • Swiss Reinsurance Sigma, 1999-2019

  • Tang F (2019) Nankai Disaster and Risk Management Newsletter, 4–12

  • Wachter J (2011) Can time-varying risk of rare disasters explain aggregate stock market volatility? Mimeo, Wharton

  • Wu X, Gu Y, Guo J (2014) Natural disasters hinder economic growth. Empirical studies from China and OECD countries. Jianghai J 1:92–98

    Google Scholar 

  • Wang Y, Chen M, Wang X (2008) The impact of natural disasters on long-term economic growth. Econ Manag Z1:144–150

    Google Scholar 

  • Yan Z (2014) Disaster loss and economic growth: based on China’s 2002-2011 inter-provincial panel data analysis. Macroecon Res 5:99–106

    Google Scholar 

  • Yang L, Han K, Chen Z (2015) Research on the dynamic relationship between economic growth and loss of marine disasters in coastal areas: 1989~2011. Geogr Sci 8:969–975

    Google Scholar 

  • Yang P (2012) The impact of natural disasters on economic growth: an empirical analysis based on cross-country data. Financ Res 12:49–52

    Google Scholar 

  • Yuan J, Chen G (2014) The mystery of disaster risk and volatility of the Chinese stock market. Shanghai Econ Res 4:53–66

    Google Scholar 

  • Zhang G (2012) Research on the cyclical fluctuation mechanism of the Chinese economy based on currency shocks. Southwest Minzu University thesis, P1–43

  • Zellner A (1962) An efficient method of estimating seemingly unrelated regressions and tests of aggregation bias. J Am Stat Assoc 58:977–992

    Article  Google Scholar 

  • Zhuo Z, Duan S (2012) Investment disaster prevention, disaster control and economic growth - economic analysis and China's empirical. Manag World 4:1–8

    Google Scholar 

Download references

Funding

This research is supported by the National Social Science Fund of China (16BJL115), the National Natural Science Foundation of China (41671502), and the China Earthquake Administration’s 2019 Major Policy Theory and Practice Research (CEAZY2019JZ13).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chengyi Pu.

Additional information

Responsible editor: Philippe Garrigues

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Pu, C., Liu, Z., Pan, X. et al. The impact of natural disasters on China’s macroeconomy. Environ Sci Pollut Res 27, 43987–43998 (2020). https://doi.org/10.1007/s11356-020-09971-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-09971-y

Keywords

Navigation