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Exploring the influence of extreme heat on corporate energy efficiency

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  • Hou, Xiaojuan
  • Xiang, Ruojun

Abstract

This paper aims to assess how extreme heat affects the energy efficiency of enterprises. By using the samples of industrial enterprises in China from 2001 to 2009, our findings indicate that with each unit rise in standardized temperature, the energy efficiency of enterprises improves by 0.2 %. This scenario can reduce the energy cost of an enterprise by 52,434 yuan. Our estimates provide robust evidence even after addressing endogeneity issues such as firm relocation. Furthermore, we find that in regions with higher levels of economic development, firms facing greater financing constraints, low-energy-consuming firms, and large-scale enterprises experience a positive impact of extreme heat on energy efficiency. Mechanism analysis demonstrates that extreme heats can promote capital renewal, production process innovation, and energy structure restructuring, which can improve energy efficiency. In further analysis, we assess the environmental benefits brought about by the energy efficiency improvement caused by extreme heats. We also explore the factors that affecting the relationship between extreme heats and energy efficiency, with local environmental regulations, fiscal subsidies, and financial development being effective catalysts. These findings supplement the insufficient literature on the response behavior of enterprises facing extreme heats.

Suggested Citation

  • Hou, Xiaojuan & Xiang, Ruojun, 2025. "Exploring the influence of extreme heat on corporate energy efficiency," Journal of Asian Economics, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:asieco:v:97:y:2025:i:c:s1049007825000235
    DOI: 10.1016/j.asieco.2025.101899
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    1. Haider, Salman & Danish, Mohd Shadab & Sharma, Ruchi, 2019. "Assessing energy efficiency of Indian paper industry and influencing factors: A slack-based firm-level analysis," Energy Economics, Elsevier, vol. 81(C), pages 454-464.
    2. 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.
    3. Mansur, Erin T. & Mendelsohn, Robert & Morrison, Wendy, 2008. "Climate change adaptation: A study of fuel choice and consumption in the US energy sector," Journal of Environmental Economics and Management, Elsevier, vol. 55(2), pages 175-193, March.
    4. Svetlana Batrakova & Ronald Davies, 2012. "Is there an environmental benefit to being an exporter? Evidence from firm-level data," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(3), pages 449-474, September.
    5. Zhang, Zhaowen & Jiang, Yaohui, 2022. "Can green public procurement change energy efficiency? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 113(C).
    6. Masahiro Sugiyama & Osamu Akashi & Kenichi Wada & Amit Kanudia & Jun Li & John Weyant, 2014. "Energy efficiency potentials for global climate change mitigation," Climatic Change, Springer, vol. 123(3), pages 397-411, April.
    7. Bai, Dongbei & Du, Lizhao & Xu, Yang & Abbas, Shujaat, 2023. "Climate policy uncertainty and corporate green innovation: Evidence from Chinese A-share listed industrial corporations," Energy Economics, Elsevier, vol. 127(PB).
    8. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    9. He, Feng & Hao, Jing & Lucey, Brian, 2024. "Effects of climate risk on corporate green innovation cycles," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    10. Enrica Cian & Ian Sue Wing, 2019. "Correction to: Global Energy Consumption in a Warming Climate," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1415-1415, August.
    11. Doremus, Jacqueline M. & Jacqz, Irene & Johnston, Sarah, 2022. "Sweating the energy bill: Extreme weather, poor households, and the energy spending gap," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    12. Tang, Jiaomei & Li, Wanting & Hu, Jiahan & Ren, Yayun, 2025. "Can government digital transformation improve corporate energy efficiency in resource-based cities?," Energy Economics, Elsevier, vol. 141(C).
    13. Chen, Fanglin & Chen, Zhongfei & Zhang, Xin, 2024. "Belated stock returns for green innovation under carbon emissions trading market," Journal of Corporate Finance, Elsevier, vol. 85(C).
    14. Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "Energy consumption, pollutant emissions and economic growth in South Africa," Energy Economics, Elsevier, vol. 32(6), pages 1374-1382, November.
    15. Crick, Florence & Eskander, Shaikh M.S.U. & Fankhauser, Sam & Diop, Mamadou, 2018. "How do African SMEs respond to climate risks? Evidence from Kenya and Senegal," World Development, Elsevier, vol. 108(C), pages 157-168.
    16. Shang, Yuping & Raza, Syed Ali & Huo, Zhe & Shahzad, Umer & Zhao, Xin, 2023. "Does enterprise digital transformation contribute to the carbon emission reduction? Micro-level evidence from China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1-13.
    17. Chen, Fanglin & Zhang, Jie & Chen, Zhongfei, 2024. "Assessment of the effects of extreme temperature on economic activity," Ecological Economics, Elsevier, vol. 222(C).
    18. Zhang, Yu & Hu, Shan & Chen, Lingqiao, 2024. "Internet technology adoption and firm energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
    19. Sen, Suphi & von Schickfus, Marie-Theres, 2020. "Climate policy, stranded assets, and investors’ expectations," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    20. Gopal Murali & Takuya Iwamura & Shai Meiri & Uri Roll, 2023. "Future temperature extremes threaten land vertebrates," Nature, Nature, vol. 615(7952), pages 461-467, March.
    21. Zhao, Xin-Xin & Zheng, Mingbo & Fu, Qiang, 2022. "How natural disasters affect energy innovation? The perspective of environmental sustainability," Energy Economics, Elsevier, vol. 109(C).
    22. Zhang, Yixiang & Zhou, Weiyi & Liu, Meiling, 2022. "Driving factors of enterprise energy-saving and emission reduction behaviors," Energy, Elsevier, vol. 256(C).
    23. 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).
    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. Yan, Zheming & Zhou, Zicheng & Du, Kerui, 2023. "How does environmental regulatory stringency affect energy consumption? Evidence from Chinese firms," Energy Economics, Elsevier, vol. 118(C).
    26. Huang, Geng & Lin, Xi & He, Ling-Yun, 2023. "Good for the environment? Foreign investment opening in service sector and firm's energy efficiency," Energy Economics, Elsevier, vol. 127(PA).
    27. Enrica Cian & Ian Sue Wing, 2019. "Global Energy Consumption in a Warming Climate," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(2), pages 365-410, February.
    28. Chen, Fanglin & Zhang, Xin & Chen, Zhongfei, 2023. "Behind climate change: Extreme heat and health cost," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 101-110.
    29. Nora Pankratz & Rob Bauer & Jeroen Derwall, 2023. "Climate Change, Firm Performance, and Investor Surprises," Management Science, INFORMS, vol. 69(12), pages 7352-7398, December.
    30. Joshua S. Gans, 2012. "Innovation and Climate Change Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 125-145, November.
    31. Wen, Jun & Zhao, Xin-Xin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of extreme weather events on green innovation: Which ones bring to the most harm?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    32. Liu, Yajun & Zhang, Xiuwu & Shen, Yang, 2024. "Technology-driven carbon reduction: Analyzing the impact of digital technology on China's carbon emission and its mechanism," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    33. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    34. Feeny, Simon & Trinh, Trong-Anh & Zhu, Anna, 2021. "Temperature shocks and energy poverty: Findings from Vietnam," Energy Economics, Elsevier, vol. 99(C).
    35. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    36. Pan, Xiongfeng & Ai, Bowei & Li, Changyu & Pan, Xianyou & Yan, Yaobo, 2019. "Dynamic relationship among environmental regulation, technological innovation and energy efficiency based on large scale provincial panel data in China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 428-435.
    37. Auffhammer, Maximilian & Mansur, Erin T., 2014. "Measuring climatic impacts on energy consumption: A review of the empirical literature," Energy Economics, Elsevier, vol. 46(C), pages 522-530.
    38. Tan, Qingmei & Ling, Yuzhu & Yang, Baochen & Geng, Peixuan, 2023. "Does CEO early-life famine experience affect corporate tax avoidance? Evidence from China," Research in International Business and Finance, Elsevier, vol. 66(C).
    39. Wang, He-tong & Qi, Shao-zhou & Li, Kai, 2023. "Impact of risk-taking on enterprise value under extreme temperature: From the perspectives of external and internal governance," Journal of Asian Economics, Elsevier, vol. 84(C).
    40. Melissa LoPalo, 2023. "Temperature, Worker Productivity, and Adaptation: Evidence from Survey Data Production," American Economic Journal: Applied Economics, American Economic Association, vol. 15(1), pages 192-229, January.
    41. Wang, Hai-jie & Tang, Kai, 2023. "Extreme climate, innovative ability and energy efficiency," Energy Economics, Elsevier, vol. 120(C).
    42. He, Xin & Xu, Xinwei & Shen, Yu, 2023. "How climate change affects enterprise inventory management —— From the perspective of regional traffic," Journal of Business Research, Elsevier, vol. 162(C).
    43. Gopal Murali & Takuya Iwamura & Shai Meiri & Uri Roll, 2023. "Publisher Correction: Future temperature extremes threaten land vertebrates," Nature, Nature, vol. 614(7949), pages 46-46, February.
    44. Cui, Yadong & Jiang, Yaohui & Zhang, Zhaowen & Xu, Su, 2023. "Tax reduction, technological progress, and energy efficiency improvement: A quasi-natural experiment from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 618-633.
    45. Zhang, Weike & Zeng, Ming, 2024. "Is artificial intelligence a curse or a blessing for enterprise energy intensity? Evidence from China," Energy Economics, Elsevier, vol. 134(C).
    46. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    47. Zeng, Huixiang & Ren, Lei & Chen, Xiaohong & Zhou, Qiong & Zhang, Tao & Cheng, Xu, 2024. "Punishment or deterrence? Environmental justice construction and corporate equity financing––Evidence from environmental courts," Journal of Corporate Finance, Elsevier, vol. 86(C).
    48. Cao, Jing & Yong, Soo Keong, 2024. "Management practices and energy efficiency: Evidence from firms in China," Journal of Comparative Economics, Elsevier, vol. 52(4), pages 848-870.
    49. Maggie Liu & Yogita Shamdasani & Vis Taraz, 2023. "Climate Change and Labor Reallocation: Evidence from Six Decades of the Indian Census," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 395-423, May.
    50. Tang, Wenliang & Yang, Mian & Duan, Hongbo, 2023. "Temperature and corporate tax avoidance: Evidence from Chinese manufacturing firms," Energy Economics, Elsevier, vol. 117(C).
    51. Laimi Yang, 2023. "Country-by-country reporting and corporate tax avoidance: evidence from China," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2106283-210, December.
    52. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial intelligence and energy intensity in China’s industrial sector: Effect and transmission channel," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 276-293.
    53. Schaeffer, Roberto & Szklo, Alexandre Salem & Pereira de Lucena, André Frossard & Moreira Cesar Borba, Bruno Soares & Pupo Nogueira, Larissa Pinheiro & Fleming, Fernanda Pereira & Troccoli, Alberto & , 2012. "Energy sector vulnerability to climate change: A review," Energy, Elsevier, vol. 38(1), pages 1-12.
    54. Nicholas Stern, 2008. "The Economics of Climate Change," American Economic Review, American Economic Association, vol. 98(2), pages 1-37, May.
    55. Tang, Yuwei & He, Zhenyu, 2024. "Extreme heat and firms' robot adoption: Evidence from China," China Economic Review, Elsevier, vol. 85(C).
    56. Addoum, Jawad M. & Ng, David T. & Ortiz-Bobea, Ariel, 2023. "Temperature shocks and industry earnings news," Journal of Financial Economics, Elsevier, vol. 150(1), pages 1-45.
    57. Zhang, Shaohui & Guo, Qinxin & Smyth, Russell & Yao, Yao, 2022. "Extreme temperatures and residential electricity consumption: Evidence from Chinese households," Energy Economics, Elsevier, vol. 107(C).
    58. Zhu, Junming & Niu, Limin & Ruth, Matthias & Shi, Lei, 2018. "Technological Change and Energy Efficiency in Large Chinese Firms," Ecological Economics, Elsevier, vol. 150(C), pages 241-250.
    59. Liang, Yuchao & Tan, Qi & Pang, Jun, 2024. "Bless or curse, how does extreme temperature shape heavy pollution companies' ESG performance?-Evidence from China," Energy Economics, Elsevier, vol. 131(C).
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    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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