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Impacts of Climate Change on Agricultural Chemical Inputs: Evidence from Pesticide Usage in China

Author

Listed:
  • Fujin Yi
  • Huilin Liu
  • Quan Quan

Abstract

Pesticides are commonly used for pest control to improve crop yield and quality. Global warming has been suggested to influence pest pressure and optimal pesticide utilization. This study systemically assesses the impacts of rising temperatures on pesticide usage based on novel panel data from China during 1998−2016. Estimation results show a nonlinear relationship between pesticide usage and temperature. This effect is notably more pronounced in southern China compared to the north, especially under extremely hot weather conditions. The overall influence of temperature on pesticide usage is further broken down into three components: pesticide usage intensity, crop mix, and total planted area. Owing to the limited potential for expanding cultivation in China, the intensity effect dominates the impacts of temperature on pesticide usage. Our findings suggest that the rising temperature over the past two decades has led to a moderate reduction in pesticide usage in China.

Suggested Citation

  • Fujin Yi & Huilin Liu & Quan Quan, 2025. "Impacts of Climate Change on Agricultural Chemical Inputs: Evidence from Pesticide Usage in China," Agricultural Economics, International Association of Agricultural Economists, vol. 56(6), pages 1207-1224, November.
    • Handle: RePEc:bla:agecon:v:56:y:2025:i:6:p:1207-1224
    DOI: 10.1111/agec.70057
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    as
    1. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    2. Parks, Richard W., 1980. "On the estimation of multinomial logit models from relative frequency data," Journal of Econometrics, Elsevier, vol. 13(3), pages 293-303, August.
    3. Xiaomeng Cui, 2020. "Beyond Yield Response: Weather Shocks and Crop Abandonment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(5), pages 901-932.
    4. Kentaro Kawasaki, 2023. "Impact of Climate Change on Crop Pests and Diseases: Ensemble Modeling of Time-Varying Weather Effects," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(6), pages 1515-1543.
    5. Chen, Xiaoguang & Cui, Xiaomeng & Gao, Jing, 2023. "Differentiated agricultural sensitivity and adaptability to rising temperatures across regions and sectors in China," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    6. François Bareille & Raja Chakir, 2024. "Structural identification of weather impacts on crop yields: Disentangling agronomic from adaptation effects," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 989-1019, May.
    7. Juan Sesmero & Jacob Ricker-Gilbert & Aaron Cook, 2018. "How Do African Farm Households Respond to Changes in Current and Past Weather Patterns? A Structural Panel Data Analysis from Malawi," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 115-144.
    8. Alain Carpentier & Elodie Letort, 2012. "Accounting for Heterogeneity in Multicrop Micro-Econometric Models: Implications for Variable Input Demand Modeling," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 209-224.
    9. Peng Zhu & Jennifer Burney & Jinfeng Chang & Zhenong Jin & Nathaniel D. Mueller & Qinchuan Xin & Jialu Xu & Le Yu & David Makowski & Philippe Ciais, 2022. "Warming reduces global agricultural production by decreasing cropping frequency and yields," Nature Climate Change, Nature, vol. 12(11), pages 1016-1023, November.
    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. 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.
    12. David Tilman & Kenneth G. Cassman & Pamela A. Matson & Rosamond Naylor & Stephen Polasky, 2002. "Agricultural sustainability and intensive production practices," Nature, Nature, vol. 418(6898), pages 671-677, August.
    13. McCarl, Bruce A. & Thayer, Anastasia W. & Jones, Jason P.H., 2016. "The Challenge of Climate Change Adaptation for Agriculture: an Economically Oriented Review," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 48(4), November.
    14. Pierre Mérel & Matthew Gammans, 2021. "Climate Econometrics: Can the Panel Approach Account for Long‐Run Adaptation?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(4), pages 1207-1238, August.
    15. 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.
    16. Xiaomeng Cui & Wei Xie, 2022. "Adapting Agriculture to Climate Change through Growing Season Adjustments: Evidence from Corn in China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 249-272, January.
    17. Seo, S. Niggol & Mendelsohn, Robert, 2008. "An analysis of crop choice: Adapting to climate change in South American farms," Ecological Economics, Elsevier, vol. 67(1), pages 109-116, August.
    18. Jonathan Kaminski & Iddo Kan & Aliza Fleischer, 2013. "A Structural Land-Use Analysis of Agricultural Adaptation to Climate Change: A Proactive Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 70-93.
    19. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    20. Niklas Möhring & Martina Bozzola & Stefan Hirsch & Robert Finger, 2020. "Are pesticides risk decreasing? The relevance of pesticide indicator choice in empirical analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 429-444, May.
    21. Ruiqing Miao & Madhu Khanna & Haixiao Huang, 2016. "Responsiveness of Crop Yield and Acreage to Prices and Climate," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 191-211.
    22. Edward D. Perry & Jisang Yu & Jesse Tack, 2020. "Using insurance data to quantify the multidimensional impacts of warming temperatures on yield risk," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    23. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    24. Bruce A. McCarl & Xavier Villavicencio & Ximing Wu, 2008. "Climate Change and Future Analysis: Is Stationarity Dying?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1241-1247.
    25. François Bareille & Raja Chakir & Derya Keles, 2024. "Weather shocks and pesticide purchases," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 51(2), pages 309-353.
    26. Amy Maxmen, 2013. "Crop pests: Under attack," Nature, Nature, vol. 501(7468), pages 15-17, September.
    27. Kentaro Kawasaki, 2019. "Two Harvests Are Better than One: Double Cropping as a Strategy for Climate Change Adaptation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 172-192.
    28. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
    29. Noah Miller & Jesse Tack & Jason Bergtold, 2021. "The Impacts of Warming Temperatures on US Sorghum Yields and the Potential for Adaptation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1742-1758, October.
    30. 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.
    31. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    32. repec:ags:aaea22:335522 is not listed on IDEAS
    33. 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.
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