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Temperature and industrial output: Firm-level evidence from China

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  1. 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).
  2. 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).
  3. Chen, Xiaodong & Lin, Yatang & Zhu, Pengyu, 2025. "The impact of rainfall on productivity: Implications for Chinese manufacturing," Journal of Comparative Economics, Elsevier, vol. 53(2), pages 389-411.
  4. Zhou, Mengling & Jiang, Kangqi & Chen, Zhongfei, 2022. "Temperature and corporate risk taking in China," Finance Research Letters, Elsevier, vol. 48(C).
  5. Lyu, Zhuoyang & Yu, Li & Liu, Chen & Ma, Tiemeng, 2024. "When temperatures matter: Extreme heat and labor share," Energy Economics, Elsevier, vol. 138(C).
  6. Nikhil Kaushik & Ashish Sharma & Poornima Mishra & Sunil Kumar, 2024. "Temperature Rising, Growth Descending: Climate Change Impacts on Asian Economies," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 16(3), pages 295-320, September.
  7. 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).
  8. 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.
  9. Hai Li & Hui Liu, 2023. "Climate Change, Farm Irrigation Facilities, and Agriculture Total Factor Productivity: Evidence from China," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
  10. Long, Xianling & Wang, Zhiqiang, 2025. "From heat to high-tech: How innovation responds to climate change," Journal of Development Economics, Elsevier, vol. 176(C).
  11. Elliott, Robert J.R. & Liu, Yi & Strobl, Eric & Tong, Meng, 2019. "Estimating the direct and indirect impact of typhoons on plant performance: Evidence from Chinese manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
  12. 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.
  13. Dang, Hai-Anh H & Trinh, Trong-Anh, 2022. "Does Hotter Temperature Increase Poverty? Global Evidence from Subnational Data Analysis," IZA Discussion Papers 15326, IZA Network @ LISER.
  14. Jasmin Gröschl & Alexander Sandkamp, 2023. "Flood Events and Plant Level Trade: A Chinese Experience," ifo Working Paper Series 389, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
  15. Giulia Valenti & Francesco Vona, 2024. "Hot Wages: How Do Heat Waves Change the Earnings Distribution?," Working Papers 2024.31, Fondazione Eni Enrico Mattei.
  16. Tang, Wenliang & Yang, Mian & Duan, Hongbo, 2023. "Temperature and corporate tax avoidance: Evidence from Chinese manufacturing firms," Energy Economics, Elsevier, vol. 117(C).
  17. He, Feng & Ren, Xingzi & Wang, Yueren & Lei, Xingfan, 2025. "Climate risk and corporate bond credit spreads," Journal of International Money and Finance, Elsevier, vol. 154(C).
  18. Yang, Jie & Huang, Yijing & Takeuchi, Kenji, 2022. "Does drought increase carbon emissions? Evidence from Southwestern China," Ecological Economics, Elsevier, vol. 201(C).
  19. 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).
  20. 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).
  21. Jefferson Muñoz & Alex Perez & Jaime Carabali, 2025. "Choques climáticos, productividad y desempeño de las firmas de la industria manufacturera en Colombia," Borradores de Economia 1298, Banco de la Republica de Colombia.
  22. Chang, Jun-Jie & Mi, Zhifu & Wei, Yi-Ming, 2023. "Temperature and GDP: A review of climate econometrics analysis," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 383-392.
  23. Jakob Lehr & Katrin Rehdanz, 2023. "The Effect of Temperature on Energy Use, CO2 Emissions, and Economic Performance in German Industry," CRC TR 224 Discussion Paper Series crctr224_2023_489, University of Bonn and University of Mannheim, Germany.
  24. Huang, Yi & Li, Yanjun, 2023. "Labor activism over searing heat," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
  25. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
  26. 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.
  27. Fanglin Chen & Jie Zhang & Zhongfei Chen, 2025. "Heat Waves and Housing Markets: Assessing the Effects on Real Estate Prices in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(6), pages 1541-1579, June.
  28. Gagliardi, Nicola & Grinza, Elena & Rycx, François, 2024. "The Productivity Impact of Global Warming: Firm-Level Evidence for Europe," GLO Discussion Paper Series 1485, Global Labor Organization (GLO).
  29. 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.
  30. Yan Chen & Xiaohong Chen & Hongshan Ai & Xiaoqing Tan, 2022. "Temperature and Migration Intention: Evidence from the Unified National Graduate Entrance Examination in China," IJERPH, MDPI, vol. 19(16), pages 1-23, August.
  31. Yuan, Zhengrong & Ding, Hai & Yu, Qiuzuo, 2024. "High temperature, bargaining power and within-firm wage inequality: Evidence from China," Economic Modelling, Elsevier, vol. 135(C).
  32. Xinan Zhang & Fan Yang & Jun Zhang & Qiang Dai, 2024. "Using GAMs to Explore the Influence Factors and Their Interactions on Land Surface Temperature: A Case Study in Nanjing," Land, MDPI, vol. 13(4), pages 1-18, April.
  33. Paolo Nota & Daniele Curzi & Oliver Ken Haase & Alessandro Olper, 2024. "The impact of heat waves on food industry productivity: Firm‐level evidence from Italy," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(3), pages 914-930, September.
  34. Lingke Wu & Dehong Liu & Tiantian Lin, 2023. "The Impact of Climate Change on Financial Stability," Sustainability, MDPI, vol. 15(15), pages 1-18, July.
  35. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 128533, London School of Economics and Political Science, LSE Library.
  36. Chen, Xiaoguang & Cui, Xiaomeng & Gao, Jing, 2023. "Differentiated Agricultural Sensitivity and Adaptability to Rising Temperatures across Regions and Sectors in China," 2023 Annual Meeting, July 23-25, Washington D.C. 335522, Agricultural and Applied Economics Association.
  37. Qi, Yu & Zhang, Hongxuan & Shao, Shuai, 2024. "Valuing high temperature's fiscal costs: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 134-152.
  38. Li, Ying, 2025. "Greater vulnerability but stronger recovery: The double-edged role of industrial clustering in climate risk scenarios," China Economic Review, Elsevier, vol. 93(C).
  39. Chen, Jiana, 2025. "Regional heterogeneity in the impacts of drought in China," International Economics, Elsevier, vol. 183(C).
  40. Zheng, Huanyu & Cai, Jinyang, 2024. "Driving Force or Barrier? The impact of climate change on the progress of green technologies," Energy, Elsevier, vol. 307(C).
  41. Ye, Yuxiang & Koch, Steven F. & Ye, Xianming, 2025. "The effect of temperature on household hourly electricity consumption: Evidence from South Africa," Energy, Elsevier, vol. 319(C).
  42. Wei, Xiahai & Li, Jianan & Liu, Hongyou & Wan, Jiangtao, 2023. "Temperature and outdoor productivity: Evidence from professional soccer players," Journal of Asian Economics, Elsevier, vol. 87(C).
  43. Goicoechea, Ana & Lang, Megan Elizabeth, 2023. "Firms and Climate Change in Low- and Middle-Income Countries," Policy Research Working Paper Series 10644, The World Bank.
  44. Xi, Chen & Xie, Wei & Chen, Xiaoguang & He, Pan, 2023. "Weather shocks and movie recreation demand in China," Energy Economics, Elsevier, vol. 127(PB).
  45. Wang, Hongtian & Shan, Jinghan & Zhang, Xuemei & Nie, Pu-yan & Wang, Chan, 2025. "Labor force allocation changes triggered by extreme heat events—Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2142-2160.
  46. Junmei Zhang & Lianying Yao, 2024. "Climate effects on the diversification strategy of export firms: Evidence from China," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-28, August.
  47. Liu, Xinheng & Lv, Shumei & Yang, Xin & Cao, Jie & Huang, Chuangxia, 2025. "Extreme temperature shocks and firms’ financial distress," International Review of Economics & Finance, Elsevier, vol. 98(C).
  48. Hao, Xinya & Huang, Yongying & Zhang, Lin, 2025. "High temperature, power rationing, and firm performance," Journal of Development Economics, Elsevier, vol. 176(C).
  49. 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.
  50. Wang, Hai-jie & Tang, Kai, 2023. "Extreme climate, innovative ability and energy efficiency," Energy Economics, Elsevier, vol. 120(C).
  51. Liu, Dan & Liu, Yaru & Jin, Yanhong & Deng, Haiyan, 2025. "Climate-Induced Innovation in China’s Crop Seed Industry: Evidence from Firm-Level Data," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361183, Agricultural and Applied Economics Association.
  52. Hao Dong & Tao Li, 2023. "Climate Economics and Finance: A Literature Review," Climate Economics and Finance, Anser Press, vol. 1(1), pages 29-45, November.
  53. 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).
  54. 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.
  55. Shi, Xiangyu & Zhang, Xin, 2025. "Extreme high temperatures, firm dynamics and heterogeneity, and aggregate productivity: The case of Chinese manufacturing," International Journal of Industrial Organization, Elsevier, vol. 101(C).
  56. 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.
  57. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
  58. 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).
  59. Li, Chengzheng & Cong, Jiajia & Yin, Lijuan, 2021. "Extreme heat and exports: Evidence from Chinese exporters," China Economic Review, Elsevier, vol. 66(C).
  60. 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).
  61. Xue, Mengzhe & Lu, Mengyuan & Du, Anna Min & Zheng, Bowen, 2025. "How do firms respond to climate change? Evidence based on ESG performance," International Review of Economics & Finance, Elsevier, vol. 98(C).
  62. Wei Wan & Jue Wang, 2024. "The Impact of Weather on Economic Growth: County-Level Evidence from China," Sustainability, MDPI, vol. 16(22), pages 1-21, November.
  63. 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.
  64. Dasgupta, Shouro & Robinson, Elizabeth J. Z. & Shayegh, Soheil & Bosello, Francesco & Park, R. Jisung & Gosling, Simon N., 2024. "Heat stress and the labour force," LSE Research Online Documents on Economics 126135, London School of Economics and Political Science, LSE Library.
  65. 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).
  66. 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.
  67. Bellocca, Gian Pietro Enzo & Poncela, Pilar & Ruiz Ortega, Esther, 2024. "Extreme temperatures and the profitability of large European firms," DES - Working Papers. Statistics and Econometrics. WS 44217, Universidad Carlos III de Madrid. Departamento de Estadística.
  68. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and the Timing of Work," CESifo Working Paper Series 10681, CESifo.
  69. Yi, Fujin & Ye, Haijian & Wu, Ximing & Zhang, Y. Yvette & Jiang, Fei, 2020. "Self-aggravation effect of air pollution: Evidence from residential electricity consumption in China," Energy Economics, Elsevier, vol. 86(C).
  70. Naveen Kumar & Dibyendu Maiti, 2024. "The Dynamic Causal Impact of Climate Change on Economic Activity - A Disaggregated Panel Analysis of India," Working papers 345, Centre for Development Economics, Delhi School of Economics.
  71. Xiaohui Chen & Wen Chen & Tao Hu & Bo Yang & Jianguang Zeng, 2023. "Regional carbon efficiency and corporate cash holdings: evidence from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
  72. Ling Tan & Kun Zhou & Hui Zheng & Lianshui Li, 2021. "Revalidation of temperature changes on economic impacts: a meta-analysis," Climatic Change, Springer, vol. 168(1), pages 1-19, September.
  73. Huaxi Yuan & Yidai Feng & Jay Lee & Haimeng Liu, 2020. "The Spatio-Temporal Heterogeneity of Financial Agglomeration on Green Development in China Cities Using GTWR Model," Sustainability, MDPI, vol. 12(16), pages 1-19, August.
  74. Yun Qiu & Jinhua Zhao, 2022. "Adaptation and the distributional effects of heat: Evidence from professional archery competitions," Southern Economic Journal, John Wiley & Sons, vol. 88(3), pages 1149-1177, January.
  75. Du, Qunyang & Xue, Mengzhe & Li, Zhongyuan & Min Du, Anna & Yang, Tianle, 2024. "Economic vulnerabilities and sustainability in energy utilities: Managing climate change in the face of geopolitical turmoil," Research in International Business and Finance, Elsevier, vol. 71(C).
  76. Shijia Xie & Jixing Duan & Yongliang Yang, 2025. "Climate Change and Corporate Operating Risk: Evidence from China," Sustainability, MDPI, vol. 17(8), pages 1-19, April.
  77. Philippe Kabore & Nicholas Rivers, 2023. "Manufacturing output and extreme temperature: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(1), pages 191-224, February.
  78. An, Chao & Zhou, Peng & Ma, Chunbo, 2025. "Regional abatement cost-saving effects of industrial agglomeration," Energy Economics, Elsevier, vol. 151(C).
  79. 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).
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  81. Yu, Zhijian, 2025. "Reluctant participants? Weather extremes and ESG inconsistencies," International Review of Financial Analysis, Elsevier, vol. 106(C).
  82. 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.
  83. 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).
  84. Rao, Sandeep & Koirala, Santosh & Thapa, Chandra & Neupane, Suman, 2022. "When rain matters! Investments and value relevance," Journal of Corporate Finance, Elsevier, vol. 73(C).
  85. 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).
  86. Wu, Zhiyang & Zhou, Tao & Zhang, Ning & Choi, Yongrok & Kong, Fanbin, 2023. "A hidden risk in climate change: The effect of daily rainfall shocks on industrial activities," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 161-180.
  87. Bin Wang & Jiaxin Liu, 2024. "Impact of Climate Change on Green Technology Innovation—An Examination Based on Microfirm Data," Sustainability, MDPI, vol. 16(24), pages 1-25, December.
  88. Tang, Yuwei & He, Zhenyu, 2024. "Extreme heat and firms' robot adoption: Evidence from China," China Economic Review, Elsevier, vol. 85(C).
  89. Jiaxin Wang & Jingyi Zhuang & Chao Yan & Kam C. Chan, 2025. "Standing Up or Standing By: Abnormally Hot Temperatures and Corporate Environmental Engagement," Journal of Business Ethics, Springer, vol. 196(1), pages 93-127, January.
  90. Lehr, Jakob & Rehdanz, Katrin, 2021. "The Effect of Temperature on Energy Use and CO₂ Emissions in the German Industry," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242373, Verein für Socialpolitik / German Economic Association.
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  93. Peillex, Jonathan & El Ouadghiri, Imane & Gomes, Mathieu & Jaballah, Jamil, 2021. "Extreme heat and stock market activity," Ecological Economics, Elsevier, vol. 179(C).
  94. 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).
  95. Shao, Meiqi & Li, Jieyu & Zhang, Changzheng & Zhang, Xiaomin, 2025. "Impact of extreme weather events on manufacturing productivity: Evidence from typhoon shocks in China," International Review of Financial Analysis, Elsevier, vol. 107(C).
  96. Admire Tarisirayi Chirume & James Hurungo & Brandon Aaron Chinoperekweyi, 2025. "Climate change shocks and monetary policy in South Africa a simulationbased analysis," Working Papers 11087, South African Reserve Bank.
  97. 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.
  98. Xiaodong Chen & Ding Li & Pengyu Zhu, 2025. "Long-term impacts of historical education policy on wages in China: insights on over-education," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-22, December.
  99. Dong, Yangzi & Wong, Wing-Keung & Muda, Iskandar & Cong, Phan The & Duong Hoang, Anh & Ghardallou, Wafa & Ha, Ngo Ngan, 2023. "Do natural resources utilization and economic development reduce greenhouse gas emissions through consuming renewable and Clean Technology? A case study of China towards sustainable development goals," Resources Policy, Elsevier, vol. 85(PB).
  100. Li, Yong & Mao, Kun & Gan, Hongwu & Zhou, Yang, 2025. "Climate risk and household stock market participation," China Economic Review, Elsevier, vol. 94(PC).
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