IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v84y2024ics1043951x24000221.html

Climate Adaptation through Trade: Evidence and Mechanism from Heatwaves on Firms' Imports

Author

Listed:
  • Zhang, Zhiyue
  • Zhang, Wenhao
  • Wu, Qingyang
  • Liu, Jiahe
  • Jiang, Lei

Abstract

Firms can adapt causally to heat waves by altering their import behaviors. Utilizing matched data from the China Customs Database, the China Industrial Enterprise Database, and the China National Meteorological Science Data Center, this paper investigates variations in firm-level imports on days marked by extreme heat. The study robustly establishes that, in comparison to the temperature range of [12 °C, 15 °C), extreme heat leads to increased imports by industrial firms. Additionally, for each additional day within a month featuring an average daily temperature falling within the ranges [24 °C, 27 °C), [27 °C, 30 °C), or [30 °C, +∞), monthly imports for firms increase cumulatively by 0.35%, 0.57%, and 0.56%, respectively. Notably, the impact of hot weather on non-state-owned labor-intensive firms is particularly pronounced. Our mechanistic analysis suggests that firms resort to heightened imports as a strategy for adapting to the warming climate, mitigating the elevated domestic production costs identified in existing studies. These findings bear relevance to the formulation of future “bottom-up” climate adaptation policies.

Suggested Citation

  • Zhang, Zhiyue & Zhang, Wenhao & Wu, Qingyang & Liu, Jiahe & Jiang, Lei, 2024. "Climate Adaptation through Trade: Evidence and Mechanism from Heatwaves on Firms' Imports," China Economic Review, Elsevier, vol. 84(C).
  • Handle: RePEc:eee:chieco:v:84:y:2024:i:c:s1043951x24000221
    DOI: 10.1016/j.chieco.2024.102133
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X24000221
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2024.102133?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Wagner, Joachim, 2015. "Credit constraints and the extensive margins of exports: First evidence for German manufacturing," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy, vol. 9, pages 1-17.
    2. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2016. "The connection between imported intermediate inputs and exports: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 101(C), pages 86-101.
    3. Li, Chengzheng & Cong, Jiajia & Yin, Lijuan, 2021. "Extreme heat and exports: Evidence from Chinese exporters," China Economic Review, Elsevier, vol. 66(C).
    4. Joachim Wagner, 2016. "Credit Constraints and Margins of Import: First Evidence for German Manufacturing Enterprises," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 13, pages 423-452, World Scientific Publishing Co. Pte. Ltd..
    5. Guofu Tan & Justin Yifu Lin, 1999. "Policy Burdens, Accountability, and the Soft Budget Constraint," American Economic Review, American Economic Association, vol. 89(2), pages 426-431, May.
    6. Bas, Maria, 2012. "Input-trade liberalization and firm export decisions: Evidence from Argentina," Journal of Development Economics, Elsevier, vol. 97(2), pages 481-493.
    7. 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.
    8. Apostolos Serletis & Guohua Feng, 2015. "Imposing Theoretical Regularity on Flexible Functional Forms," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 198-227, February.
    9. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
    10. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    11. 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.
    12. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    13. Maria Bas, 2012. "Input-trade liberalization and firm export decisions: Evidence from Argentina," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01297739, HAL.
    14. Ludema, Rodney D. & Mayda, Anna Maria & Yu, Zhi & Yu, Miaojie, 2021. "The political economy of protection in GVCs: Evidence from Chinese micro data," Journal of International Economics, Elsevier, vol. 131(C).
    15. Maulik Jagnani & Christopher B Barrett & Yanyan Liu & Liangzhi You, 2021. "Within-Season Producer Response to Warmer Temperatures: Defensive Investments by Kenyan Farmers [Sequential decision making in production models]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 392-419.
    16. Lin, Justin Yifu & Cai, Fang & Li, Zhou, 1998. "Competition, Policy Burdens, and State-Owned Enterprise Reform," American Economic Review, American Economic Association, vol. 88(2), pages 422-427, May.
    17. 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.
    18. Ingrid Dallmann, 2019. "Weather Variations and International Trade," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(1), pages 155-206, January.
    19. Maria Waldinger, 2022. "The Economic Effects of Long-Term Climate Change: Evidence from the Little Ice Age," Journal of Political Economy, University of Chicago Press, vol. 130(9), pages 2275-2314.
    20. Wang, Yaqi & Yu, Miaojie, 2021. "Imports and RMB exchange rate pass-through: The role of quality sorting," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 470-487.
    21. Jiang, Lei & Yang, Yue & Wu, Qingyang & Yang, Linshuang & Yang, Zaoli, 2024. "Hotter days, dirtier air: The impact of extreme heat on energy and pollution intensity in China," Energy Economics, Elsevier, vol. 130(C).
    22. Wangyang Lai & Shanjun Li & Yanyan Liu & Panle Jia Barwick, 2022. "Adaptation mitigates the negative effect of temperature shocks on household consumption," Nature Human Behaviour, Nature, vol. 6(6), pages 837-846, June.
    23. Leonardsson, Hanna & Kronsell, Annica & Andersson, Erik & Burman, Anders & Blanes, Ruy & Da Costa, Karen & Hasselskog, Malin & Stepanova, Olga & Öjendal, Joakim, 2021. "Achieving peaceful climate change adaptation through transformative governance," World Development, Elsevier, vol. 147(C).
    24. 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.
    25. Johannes C Buggle & Ruben Durante, 2021. "Climate Risk, Cooperation and the Co-Evolution of Culture and Institutions," The Economic Journal, Royal Economic Society, vol. 131(637), pages 1947-1987.
    26. Quiroga, Sonia & Suárez, Cristina & Diego Solís, Juan & Martinez-Juarez, Pablo, 2020. "Framing vulnerability and coffee farmers’ behaviour in the context of climate change adaptation in Nicaragua," World Development, Elsevier, vol. 126(C).
    27. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    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. Niu, Niu & Ma, Junhua & Zheng, Deyuan & Lu, Yang & Zhang, Bin, 2025. "Extreme weather and the green transition of energy firms: The moderating effect of digital technology and digital inclusive finance," Research in International Business and Finance, Elsevier, vol. 76(C).
    2. Qingyang Wu, 2024. "From bits to emissions: how FinTech benefits climate resilience?," Empirical Economics, Springer, vol. 67(5), pages 2009-2037, November.
    3. Liang, Jing & Wu, Di, 2025. "Heatwaves worsen the air pollution from energy systems: Empirical evidence from balancing authorities in the United States," Energy Economics, Elsevier, vol. 148(C).
    4. Jiang, Lei & Yang, Linshuang & Wu, Qingyang & Zhang, Xinyue, 2024. "How does extreme heat affect carbon emission intensity? Evidence from county-level data in China," Economic Modelling, Elsevier, vol. 139(C).
    5. Wu, Qingyang, 2024. "Power play in carbon trading market: How status of executives with R&D background incentives companies’ low-carbon innovation," Energy Policy, Elsevier, vol. 188(C).
    6. Yanying Wang & Qingyang Wu, 2024. "Robots, firm relocation, and air pollution: unveiling the unintended spatial spillover effects of emerging technology," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.

    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. Lyu, Zhuoyang & Yu, Li & Liu, Chen & Ma, Tiemeng, 2024. "When temperatures matter: Extreme heat and labor share," Energy Economics, Elsevier, vol. 138(C).
    2. 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.
    3. Xi, Chen & Xie, Wei & Chen, Xiaoguang & He, Pan, 2023. "Weather shocks and movie recreation demand in China," Energy Economics, Elsevier, vol. 127(PB).
    4. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 124251, London School of Economics and Political Science, LSE Library.
    5. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
    6. Lehr, Jakob & Rehdanz, Katrin, 2024. "The effect of temperature on energy related CO2 emissions and economic performance in German industry," Energy Economics, Elsevier, vol. 138(C).
    7. Xie, Victoria Wenxin, 2024. "Labor market adjustment to extreme heat shocks: Evidence from Brazil," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 266-283.
    8. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    9. Jaqueline Oliveira & Bruno Palialol & Paula Pereda, 2021. "Do temperature shocks affect non-agriculture wages in Brazil? Evidence from individual-level panel data," Working Papers, Department of Economics 2021_13, University of São Paulo (FEA-USP).
    10. Moustafa Feriga & Nancy Lozano Gracia & Pieter Serneels, 2025. "The Impact of Climate Change on Work: Lessons for Developing Countries," The World Bank Research Observer, World Bank, vol. 40(1), pages 104-146.
    11. Tang, Yuwei & He, Zhenyu, 2024. "Extreme heat and firms' robot adoption: Evidence from China," China Economic Review, Elsevier, vol. 85(C).
    12. Ouyang, Yanyan & Wang, Shengquan & Weng, Dabin & Zhang, Wenhao, 2024. "Temperature and domestic trade: City evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 130-149.
    13. 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).
    14. Joshua S. Graff Zivin & Anthony Lepinteur & Matthew J. Neidell & Adrian Nieto Castro, 2025. "A Cold Stop: Temperature, Unemployment and Joblessness Dynamics," NBER Working Papers 34487, National Bureau of Economic Research, Inc.
    15. Li, Chengzheng & Cong, Jiajia & Yin, Lijuan, 2021. "Extreme heat and exports: Evidence from Chinese exporters," China Economic Review, Elsevier, vol. 66(C).
    16. Moustafa Feriga & Nancy Lozano Gracia & Pieter Serneels, 2025. "The Impact of Climate Change on Work: Lessons for Developing Countries," The World Bank Research Observer, World Bank, vol. 40(1), pages 104-146.
    17. Xiaojun Yu & Russell Smyth & Yao Yao & Quanda Zhang, 2024. "Water stress and industrial firm productivity: Evidence from China," Monash Economics Working Papers 2024-20, Monash University, Department of Economics.
    18. Gong, Jiaowei & Shi, Xiangyu & Wang, Chang & Zhang, Xin, 2025. "Extreme high temperatures and adaptation by social dynamics: Theory and evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    19. Huang, Yi & Li, Yanjun, 2023. "Labor activism over searing heat," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    20. Jefferson Muñoz & Alex Pérez & Jaime Carabali & Guillermo Buenaventura, 2026. "Weather shocks, productivity, and performance of manufacturing firms in Colombia," Empirical Economics, Springer, vol. 70(3), pages 1-28, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:84:y:2024:i:c:s1043951x24000221. 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.