IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v69y2021ics1043951x21000651.html
   My bibliography  Save this article

The non-linear effect of daily weather on economic performance: Evidence from China

Author

Listed:
  • Li, Chengzheng
  • Cong, Jiajia
  • Gu, Haiying
  • Zhang, Peng

Abstract

This paper thoroughly examines the impacts of daily weather on the aggregate economic outcomes in China and identifies the underlying channels. Using within-county variations in daily weather between 1996 and 2012, we find that daily temperature and precipitation have non-linear effects on county-level economic outcomes. An additional day with an average temperature above 20 °C reduces county-level GDP by 0.05% to 0.08%, and the detrimental effects tend to intensify when the temperature rises. The precipitation does not have robust effects on county-level GDP. By examining the effects of daily weather on primary, secondary, and tertiary industries, we find that the primary industry is the main channel of the negative impacts of high temperatures. Heavy precipitation is inclined to harm agricultural output, especially grains and oil crop yields. Besides, we discover heterogeneous responses to weather extremes across counties and find suggestive evidence of adaptation.

Suggested Citation

  • Li, Chengzheng & Cong, Jiajia & Gu, Haiying & Zhang, Peng, 2021. "The non-linear effect of daily weather on economic performance: Evidence from China," China Economic Review, Elsevier, vol. 69(C).
  • Handle: RePEc:eee:chieco:v:69:y:2021:i:c:s1043951x21000651
    DOI: 10.1016/j.chieco.2021.101647
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X21000651
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2021.101647?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Benjamin F. Jones & Benjamin A. Olken, 2010. "Climate Shocks and Exports," American Economic Review, American Economic Association, vol. 100(2), pages 454-459, May.
    2. Li, Chengzheng & Cong, Jiajia & Yin, Lijuan, 2021. "Extreme heat and exports: Evidence from Chinese exporters," China Economic Review, Elsevier, vol. 66(C).
    3. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    4. Dale T. Manning & Christopher Goemans & Alexander Maas, 2017. "Producer Responses to Surface Water Availability and Implications for Climate Change Adaptation," Land Economics, University of Wisconsin Press, vol. 93(4), pages 631-653.
    5. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    6. Auffhammer, Maximilian & Schlenker, Wolfram, 2014. "Empirical studies on agricultural impacts and adaptation," Energy Economics, Elsevier, vol. 46(C), pages 555-561.
    7. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    8. Alan Barreca & Karen Clay & Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2015. "Convergence in Adaptation to Climate Change: Evidence from High Temperatures and Mortality, 1900-2004," American Economic Review, American Economic Association, vol. 105(5), pages 247-251, May.
    9. Chen, Xiaoguang & Yang, Lu, 2019. "Temperature and industrial output: Firm-level evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 257-274.
    10. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    11. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    12. Acevedo, Sebastian & Mrkaic, Mico & Novta, Natalija & Pugacheva, Evgenia & Topalova, Petia, 2020. "The Effects of Weather Shocks on Economic Activity: What are the Channels of Impact?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    13. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    14. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    15. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    16. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    17. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    18. Taraz, Vis, 2017. "Adaptation to climate change: historical evidence from the Indian monsoon," Environment and Development Economics, Cambridge University Press, vol. 22(5), pages 517-545, October.
    19. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    20. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    21. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    22. Graff Zivin, Joshua & Liu, Tong & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "The unintended impacts of agricultural fires: Human capital in China," Journal of Development Economics, Elsevier, vol. 147(C).
    23. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    24. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2019. "WTO Accession and Performance of Chinese Manufacturing Firms: Corrigendum," American Economic Review, American Economic Association, vol. 109(4), pages 1616-1621, April.
    25. Tatyana Deryugina & Solomon M. Hsiang, 2014. "Does the Environment Still Matter? Daily Temperature and Income in the United States," NBER Working Papers 20750, National Bureau of Economic Research, Inc.
    26. Damania, R. & Desbureaux, S. & Zaveri, E., 2020. "Does rainfall matter for economic growth? Evidence from global sub-national data (1990–2014)," Journal of Environmental Economics and Management, Elsevier, vol. 102(C).
    27. Chengzheng Li & Jiajia Cong & Haiying Gu, 2020. "Could Weather Fluctuations Affect Local Economic Growth? Evidence from Counties in the People's Republic of China," Asian Development Review, MIT Press, vol. 37(2), pages 201-224, September.
    28. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hu, Haiqing & Wei, Wei & Chang, Chun-Ping, 2022. "Examining the impact of extreme temperature on green innovation in China: Evidence from city-level data," Energy Economics, Elsevier, vol. 114(C).
    2. Xiaoguang Chen & Madhu Khanna & Lu Yang, 2022. "The impacts of temperature on Chinese food processing firms," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(2), pages 256-279, April.
    3. Tang, Yuwei & He, Zhenyu, 2024. "Extreme heat and firms' robot adoption: Evidence from China," China Economic Review, Elsevier, vol. 85(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Chengzheng & Cong, Jiajia & Yin, Lijuan, 2021. "Extreme heat and exports: Evidence from Chinese exporters," China Economic Review, Elsevier, vol. 66(C).
    2. Xiaoguang Chen & Madhu Khanna & Lu Yang, 2022. "The impacts of temperature on Chinese food processing firms," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(2), pages 256-279, April.
    3. Hu, Haiqing & Wei, Wei & Chang, Chun-Ping, 2022. "Examining the impact of extreme temperature on green innovation in China: Evidence from city-level data," Energy Economics, Elsevier, vol. 114(C).
    4. Li Chen & Bin Jiang & Chuan Wang, 2023. "Climate change and urban total factor productivity: evidence from capital cities and municipalities in China," Empirical Economics, Springer, vol. 65(1), pages 401-441, July.
    5. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    6. Jimmy Karlsson, 2021. "Temperature and Exports: Evidence from the United States," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(2), pages 311-337, October.
    7. Chengzheng Li & Zheng Pan, 2021. "How do extremely high temperatures affect labor market performance? Evidence from rural China," Empirical Economics, Springer, vol. 61(4), pages 2265-2291, October.
    8. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
    9. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    10. Huang, Kaixing & Zhao, Hong & Huang, Jikun & Wang, Jinxia & Findlay, Christopher, 2020. "The impact of climate change on the labor allocation: Empirical evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    11. Ahmed, Musa Hasen & Tesfaye, Wondimagegn Mesfin & Gassmann, Franziska, 2022. "Within Growing Season Weather Variability and Land Allocation Decisions: Evidence from Maize Farmers in Ethiopia," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321171, Agricultural Economics Society - AES.
    12. Chen, Xinming & Fang, Tong, 2024. "Temperature anomalies and foreign direct investment: City-level evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    13. Chengzheng Li & Jiajia Cong & Haiying Gu, 2020. "Could Weather Fluctuations Affect Local Economic Growth? Evidence from Counties in the People's Republic of China," Asian Development Review, MIT Press, vol. 37(2), pages 201-224, September.
    14. Yu, Xiumei & Lei, Xiaoyan & Wang, Min, 2019. "Temperature effects on mortality and household adaptation: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 195-212.
    15. Riccardo Colacito & Bridget Hoffmann & Toan Phan, 2019. "Temperature and Growth: A Panel Analysis of the United States," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(2-3), pages 313-368, March.
    16. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    17. Holtermann, Linus & Rische, Marie-Christin, 2020. "The Subnational Effect of Temperature on Economic Production: A Disaggregated Analysis in European Regions," MPRA Paper 104606, University Library of Munich, Germany.
    18. Feriga,Moustafa Amgad Moustafa Ahmed Moustafa & Lozano Gracia,Nancy & Serneels,Pieter Maria, 2024. "The Impact of Climate Change on Work : Lessons for Developing Countries," Policy Research Working Paper Series 10682, The World Bank.
    19. Dang, Hai-Anh H & Hallegatte, Stephane & Trinh, Trong-Anh, 2023. "Does Global Warming Worsen Poverty and Inequality? An Updated Review," IZA Discussion Papers 16570, Institute of Labor Economics (IZA).
    20. Xi, Chen & Xie, Wei & Chen, Xiaoguang & He, Pan, 2023. "Weather shocks and movie recreation demand in China," Energy Economics, Elsevier, vol. 127(PB).

    More about this item

    Keywords

    Extreme weather events; Temperature; Precipitation; Economic performance; Adaptation;
    All these keywords.

    JEL classification:

    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:69:y:2021:i:c:s1043951x21000651. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.