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Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China
[Management and shocks to worker productivity]

Citations

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Cited by:

  1. Li, Sen & Zhang, Yi, 2025. "Environmental risk and stock price crash risk: Evidence from energy substitution policy adoption," International Review of Economics & Finance, Elsevier, vol. 99(C).
  2. Zhao, Yu & Zhong, Honglin & Kong, Fanbin & Zhang, Ning, 2023. "Can China achieve carbon neutrality without power shortage? A substitutability perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(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. Kuang, Yunming & Tan, Ruipeng & Zhang, Zihan, 2023. "Saving energy by cleaning the air?: Endogenous energy efficiency and energy conservation potential," Energy Economics, Elsevier, vol. 126(C).
  5. Nicolò Bellanca, 2025. "The Structural Feasibility of Environmental Governance under Power Concentration in the Anthropocene," Working Papers - Economics wp2025_22.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
  6. Li, Jianwen & Li, Keyang & Ren, Yuan, 2025. "Missing repayments on haze days: Evidence from China," Journal of Development Economics, Elsevier, vol. 175(C).
  7. Qi, Yu & Zhang, Jianshun & Chen, Jianwei, 2023. "Tax incentives, environmental regulation and firms’ emission reduction strategies: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
  8. repec:cam:camjip:2301 is not listed on IDEAS
  9. Liu, Xin & Wu, Dewang, 2024. "Does PM2.5 accelerate the firm evolution? Evidence from 800-mm isoline in China," Energy Policy, Elsevier, vol. 184(C).
  10. Long, Houyin & Wu, Guilin & Wang, Jiaxin & Zhang, Pengdong, 2023. "How U.S. job policy affects China's scientific and technological manufacturing firms? A perspective based on the competitive environment," Energy Economics, Elsevier, vol. 126(C).
  11. Zhen Feng & Sainan Cheng & Guohua Qu & Yunlong Cui & Jiameng Ye, 2022. "Research on Theoretical Mechanism and Promotion Path of Digital Economy Driving China’s Green Development under “Double Carbon” Background," IJERPH, MDPI, vol. 20(1), pages 1-27, December.
  12. Yayun Ren & Jian Yu & Guanglai Zhang & Chang Zhang & Wenmei Liao, 2023. "The Short- and Long-Run Impacts of Air Pollution on Human Health: New Evidence from China," IJERPH, MDPI, vol. 20(3), pages 1-23, January.
  13. Clara Kögel, 2022. "The impact of air pollution on labour productivity in France," Documents de travail du Centre d'Economie de la Sorbonne 22020, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  14. Avila Uribe, Antonio, 2023. "The effect of air pollution on US aggregate production," LSE Research Online Documents on Economics 118481, London School of Economics and Political Science, LSE Library.
  15. Ge, Liming & Zheng, Heyun & Lv, Kangjuan & Huang, Han & Tan-Soo, Jie-Sheng & Feng, Chen, 2025. "The effect of low-carbon city construction on PM2.5: Evidence from China," Energy Economics, Elsevier, vol. 149(C).
  16. Dragana Cvijanović & Lyndsey Rolheiser & Alex Van de Minne, 2024. "Commercial real estate and air pollution," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(3), pages 951-989, May.
  17. Zining Liu & Cheng Wan, 2024. "Air pollution and the burden of long‐term care: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 33(6), pages 1241-1265, June.
  18. Hoffmann,Bridget & Milusheva, Sveta, 2024. "Designing Air Quality Measurement Systems in Data-Scarce Settings," Policy Research Working Paper Series 10957, The World Bank.
  19. Feng, Yanchao & Yan, Tong & Zhang, Ci & Zhang, Zhenhua & Pan, Yuxi, 2025. "Assessing the internal nexus of energy transition at the global level: Insights from triple aspects of scale, structure, and efficiency," Energy, Elsevier, vol. 320(C).
  20. Ju, Heng & Tang, Yao & Zhang, Meilan, 2024. "Air Pollution's Grip: Drug Cost and Its Heterogeneity in China," MPRA Paper 121154, University Library of Munich, Germany.
  21. Huang, Wei & Xiang, Keyan & Yu, Xi & Zou, Hong, 2025. "Polluted air, healthier diets: Household food consumption patterns in response to air quality in China," Journal of Health Economics, Elsevier, vol. 104(C).
  22. Chen, Zhuo & Wang, Kunlun, 2025. "How air pollution affects innovation value in China urban area?," China Economic Review, Elsevier, vol. 94(PA).
  23. Ma, Wenjing & Wang, Ruitian & Li, Yunlong & Yang, Junjie, 2024. "Can the policy of income taxes merger reduce air pollution emission of enterprises? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PB).
  24. Marion Leroutier & Hélène Ollivier, 2025. "The Cost of Air Pollution for Workers and Firms," Working Papers hal-05009744, HAL.
  25. Weibing Li & Siyuan Chen & Kaixia Zhang, 2023. "Responsible Behavior of Irresponsible Companies: Air Pollution and Charitable Donations of Polluting Companies," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 90-119, July.
  26. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
  27. Chen, Fanglin & Zhang, Xin & Chen, Zhongfei, 2023. "Air pollution and mental health: Evidence from China Health and Nutrition Survey," Journal of Asian Economics, Elsevier, vol. 86(C).
  28. Olexiy Kyrychenko, 2025. "Environmental Regulations and Air Pollution in India: A Reexamination," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(5), pages 569-576, August.
  29. 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).
  30. Wang, Yangjie & Zang, Shoujuan & Qiang, Hongjie & Wang, Jinxian, 2023. "Air pollution disclosing and tourism: Who are winners?," Annals of Tourism Research, Elsevier, vol. 103(C).
  31. Chen, Xiaoguang & Chen, Luoye & Xie, Wei & Mueller, Nathaniel D. & Davis, Steven J., 2023. "Flight delays due to air pollution in China," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
  32. Junhui Shi & Umar Farooq & Mosab I. Tabash & Hosam Alden Riyadh & Tha’er Abdelwahab Almajali, 2025. "Air Pollution and the Innovation Gap: A Challenge for Sustainable Growth in Emerging and Growth Leading Economies (EAGLE)," Sustainability, MDPI, vol. 17(10), pages 1-22, May.
  33. Qiuyun Wang & Lu Liu, 2025. "Study on the air pollution and economic growth in the work resumption of the COVID-19," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 5339-5367, February.
  34. Zhao, Xiaolei & Zhao, Ziyao & Mao, Yumeng & Li, Xuemei, 2024. "The role of air pollution in electric vehicle adoption: Evidence from China," Transport Policy, Elsevier, vol. 154(C), pages 26-39.
  35. Kai Lin & Yanli Shi & Hong Xu, 2023. "Can Grassroots Governments’ Environmental Attention Effectively Improve Air Pollution? Empirical Evidence from Satellite Remote Sensing Technology," Sustainability, MDPI, vol. 15(21), pages 1-19, October.
  36. ZhengZheng Shi & Hongwen Chen & Kunxian Chen, 2023. "Does the economic growth target overweight induce more polluting activities? Evidence from China," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-17, March.
  37. Wenqi Zhang & Zuogong Wang, 2026. "Carbon finance and low-carbon technological change: Evidence from China," Energy & Environment, , vol. 37(1), pages 99-132, February.
  38. Lin, Jiada & Wan, Haiyuan & Yu, Yangcheng, 2024. "What you breathe makes you poor: The effect of air pollution on income," China Economic Review, Elsevier, vol. 83(C).
  39. Mark Borgschulte & David Molitor & Eric Yongchen Zou, 2024. "Air Pollution and the Labor Market: Evidence from Wildfire Smoke," The Review of Economics and Statistics, MIT Press, vol. 106(6), pages 1558-1575, November.
  40. Guo, Liwen & Cheng, Zhiming & Tani, Massimiliano & Cook, Sarah & Zhao, Jiaqi & Chen, Xi, 2025. "Air pollution and entrepreneurship," China Economic Review, Elsevier, vol. 89(C).
  41. Chen, Xiaodong & Miao, Zhuang & Wu, Ge & Zhu, Pengyu, 2024. "City-level green growth accounting: Evidence from China's thirteen urban agglomerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
  42. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
  43. Chang, Simon & Chatterjee, Ishita & Yu, Li, 2024. "Ambient Air Pollution and Helping Behavior: Evidence from the Streets in Beijing," IZA Discussion Papers 17011, IZA Network @ LISER.
  44. Gong, Da & Shang, Zhuocheng & Su, Yaqin & Yan, Andong & Zhang, Qi, 2024. "Economic impacts of China's zero-COVID policies," China Economic Review, Elsevier, vol. 83(C).
  45. Ao, Chon-Kit & Dong, Yilin & Kuo, Pei-Fen, 2021. "Industrialization, indoor and ambient air quality, and elderly mental health," China Economic Review, Elsevier, vol. 69(C).
  46. Zhang, Dongyang & Bai, Dingchuan & He, Yurun & Sun, Qiaobing, 2024. "Synergistic abatement effects of Broadband China and environmental regulation: Firm-level evidence," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  47. repec:cam:camjip:2428 is not listed on IDEAS
  48. Bracht, Felix & Verhoeven, Dennis, 2025. "Air pollution and innovation," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
  49. Mikula, Štěpán & Pytliková, Mariola, 2026. "Migratory responses to air pollution reduction: Evidence from large-scale desulfurization programme," European Economic Review, Elsevier, vol. 181(C).
  50. He, Guojun & Pan, Yuhang & Tanaka, Takanao, 2025. "Air pollution and the airborne diseases: Evidence from China and Japan," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
  51. Yizhen Zhang & Zhen Deng & Agus Supriyadi & Rui Song & Tao Wang, 2022. "Spatiotemporal spread characteristics and influencing factors of COVID‐19 cases: Based on big data of population migration in China," Growth and Change, Wiley Blackwell, vol. 53(4), pages 1694-1715, December.
  52. Jiangnan Zeng & Qiyao Zhou & Dali Yang, 2023. "Estimating the Economic Impact of Intensifying Environmental Regulation in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 147-172, October.
  53. Xiaoke Zhu & Qiyun Deng, 2025. "The impacts of extreme heat on wage losses: Evidence from the Chinese agri‐food industry," Agribusiness, John Wiley & Sons, Ltd., vol. 41(3), pages 738-764, July.
  54. Ren, Shenggang & Zhao, Li & Zhang, Peng & Bai, Caiquan, 2026. "Pollution reduction effects of new transregional power transmission systems: Evidence from ultra-high-voltage projects of China," Journal of Development Economics, Elsevier, vol. 179(C).
  55. Zhou, Peng & Huang, Xiaoqi & Song, Frank M., 2024. "The deterrent effect of environmental judicature on firms' pollution emissions: Evidence from a quasi-natural experiment in China," China Economic Review, Elsevier, vol. 88(C).
  56. Deng, Yongheng & He, Jia & Li, Bingqing & Shen, Xixi, 2024. "Does air pollution cause more car accidents? Evidence from auto insurance claims," China Economic Review, Elsevier, vol. 88(C).
  57. 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.
  58. Zhu, Mingying & Chen, Bo & Hu, Zhiren & Du, Wei, 2025. "Greening through Tourism," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360758, Agricultural and Applied Economics Association.
  59. Linhui Wang & Zhanglu Cao & Hui Wang & Junsen Zhang & Jun Luo, 2025. "Air pollution, health, migration, and innovation: evidence from urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-62, September.
  60. Brandt, Loren & Van Biesebroeck, Johannes & Wang, Luhang & Zhang, Yifan, 2026. "Where has all the dynamism gone? Productivity growth in China’s manufacturing sector, 1998–2013," Journal of Development Economics, Elsevier, vol. 181(C).
  61. Sandra Aguilar-G√≥mez & Juan Camilo C√°rdenas & Ricardo Salas D√≠az, 2024. "Environmental Justice Beyond Race: Skin Tone and Exposure to Air Pollution," Documentos CEDE 21042, Universidad de los Andes, Facultad de Economía, CEDE.
  62. Cavalcanti, Tiago & Mohaddes, Kamiar & Nian, Hongyu & Yin, Haitao, 2026. "How air pollution makes firms less innovative: Human capital and adaptive strategies," Journal of Environmental Economics and Management, Elsevier, vol. 137(C).
  63. Hou, Zaikun & Chen, Huan & Zhang, Ning, 2025. "Devil particles: Air pollution and safety liability accidents," Energy Economics, Elsevier, vol. 151(C).
  64. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
  65. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
  66. Liu, Ziheng & Lu, Qinan, 2023. "Invisible pollution and hypertension: Evidence from the aging population in China," China Economic Review, Elsevier, vol. 82(C).
  67. Yu Zhang & Lijun Hu & Ruilei Liu, 2025. "Environmental Target Constraint and Corporate Pollution Emissions: Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-20, April.
  68. Hou, Xiaojuan & Xiang, Ruojun, 2025. "Exploring the influence of extreme heat on corporate energy efficiency," Journal of Asian Economics, Elsevier, vol. 97(C).
  69. Hansen-Lewis, Jamie, 2026. "Air pollution and manufacturing productivity: Understanding the roles of technology and adaptation," Journal of Development Economics, Elsevier, vol. 179(C).
  70. Li, Jianglong & Meng, Guanfei, 2023. "Pollution exposure and social conflicts: Evidence from China's daily data," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
  71. Dan Ye & Lingyun Huang & Tor Eriksson, 2025. "Air pollution induces aggregate productivity growth: evidence from Chinese firms through productivity decomposition analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 12153-12192, May.
  72. Hui Deng & Rui Du & Dongmei Guo & Weizeng Sun & Yuhuan Xia, 2023. "High‐stakes examinations and educational inequality: Evidence from transitory exposure to air pollution," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 546-571, July.
  73. Zhenyu Yao & Wei Zhang & Xinde Ji & Weizhe Weng, 2023. "Short-Term Exposure to Air Pollution and Cognitive Performance: New Evidence from China’s College English Test," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 211-237, May.
  74. Jiang, Weijie & Ye, Mengke & Yang, Xingzhe, 2025. "Market access and firms’ energy intensity: Evidence from China’s highway construction," Journal of Asian Economics, Elsevier, vol. 99(C).
  75. Wang, Mingyue & Sun, Tianshi, 2023. "Leave for where? The impact of air quality on migration: Evidence at the city-pair level in China," Economics & Human Biology, Elsevier, vol. 51(C).
  76. Xi, Chen & Xie, Wei & Chen, Xiaoguang & He, Pan, 2023. "Weather shocks and movie recreation demand in China," Energy Economics, Elsevier, vol. 127(PB).
  77. Chao Xu & Xiulei Wang, 2022. "Air Pollution and Migration Intention: Evidence from the Unified National Graduate Entrance Examination," IJERPH, MDPI, vol. 19(14), pages 1-19, July.
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  80. Tang, Lianzhou & Xu, Wenli, 2025. "Patronage and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
  81. Xie, Tingting & Yuan, Ye & Zhang, Hui, 2023. "Information, awareness, and mental health: Evidence from air pollution disclosure in China," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
  82. Xinghua Wang & Shunchen Wu & Xiaojuan Qin & Meixiang La & Haixia Zuo, 2022. "Informal Environment Regulation, Green Technology Innovation and Air Pollution: Quasi-Natural Experiments from Prefectural Cities in China," Sustainability, MDPI, vol. 14(10), pages 1-13, May.
  83. Qi He & Xinde (James) Ji, 2021. "The Labor Productivity Consequences of Exposure to Particulate Matters: Evidence from a Chinese National Panel Survey," IJERPH, MDPI, vol. 18(23), pages 1-22, December.
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  85. Zhang, Yongji & Cao, Liyuan & Lan, Minghui & Su, Zhi & Wang, Ke, 2024. "Air pollution and issuance credit spread of municipal investment bond," Energy Economics, Elsevier, vol. 139(C).
  86. Wang, Weilong & Xiao, Deheng & Wang, Jianlong & Wu, Haitao, 2024. "The cost of pollution in the digital era: Impediments of air pollution on enterprise digital transformation," Energy Economics, Elsevier, vol. 134(C).
  87. Cui, Jingbo & Huang, Shaoqing & Wang, Chunhua, 2023. "The impact of air quality on innovation activities in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
  88. Li, Xuan & Zhou, Xiang, 2026. "The cognitive benefit of a window view," Journal of Economic Behavior & Organization, Elsevier, vol. 241(C).
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  91. Wang, Chunchao & Lin, Qianqian & Qiu, Yun, 2022. "Productivity loss amid invisible pollution," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
  92. Liang, Yuchao & Zheng, Guohua & Wang, Jinuo & Pang, Jun, 2025. "Does freight structure transformation improve air quality?–Evidence from China's “shifting freight from truck to rail” policy," Journal of Environmental Economics and Management, Elsevier, vol. 132(C).
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  96. Xie, Tingting & Yuan, Ye, 2023. "Go with the wind: Spatial impacts of environmental regulations on economic activities in China," Journal of Development Economics, Elsevier, vol. 164(C).
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  98. Wu, Yaqian & Li, Jiyuan, 2025. "Does air pollution matter for audit process and audit outcomes? Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(1).
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  114. Shuai Chen & Min Wang & Dandan Zhang, 2025. "Air pollution, labor productivity, and individual consumption," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-28, September.
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  125. Behrer,Arnold Patrick & Choudhary,Rishabh & Sharma,Dhruv, 2023. "Air Pollution Reduces Economic Activity: Evidence from India," Policy Research Working Paper Series 10515, The World Bank.
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  127. Li, Lyuxiu & Zhang, Xin, 2024. "The causal impact of fetal exposure to PM2.5 on birth outcomes: Evidence from rural China," Economics & Human Biology, Elsevier, vol. 53(C).
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  129. Shi Wang, 2025. "Green Credit, Digital Economy and Enterprise Pollution Reduction," Sustainability, MDPI, vol. 17(9), pages 1-24, April.
  130. Jinli Wang & Qiyong Xiao & Xin Han, 2026. "Curbing Corporate Environmental, Social and Governance Greenwashing Through Centralisation of Environmental Monitoring: Evidence From China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 66(1), pages 657-694, March.
  131. Sandra Aguilar-Gomez & Nathaly M. Rivera, 2024. "Air Pollution in the Global South: An Overview of Its Sources and Impacts," Working Papers wp561, University of Chile, Department of Economics.
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