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Tong Liu

Citations

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Working papers

  1. Michael Greenstone & Guojun He & Ruixue Jia & Tong Liu, 2020. "Can Technology Solve the Principal-Agent Problem? Evidence from ChinaÂ’s War on Air Pollution," NBER Working Papers 27502, National Bureau of Economic Research, Inc.

    Cited by:

    1. Wan, Kai & Yu, Xiaolin, 2024. "Optimal governance radius of environmental information disclosure policy: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 618-630.
    2. Robert Metcalfe & Sefi Roth, 2025. "Making the Invisible Visible: The Impact of Revealing Indoor Air Pollution on Behavior and Welfare," Framed Field Experiments 00819, The Field Experiments Website.
    3. Aguirre-Hormann, Pablo & Donoso, Francisco & Domínguez, Patricio & De la Maza, Cristóbal & Sauma, Enzo E., 2026. "Is a nudge enough? Evidence from environmental compliance in Chile's industrial wastewater regulation," Journal of Environmental Economics and Management, Elsevier, vol. 136(C).
    4. Zhenbo Zhang & Xinran Zheng & Xiaohua Meng, 2026. "Corporate ESG-washing strategies responding to external rating divergence: moderating effects of normative institutional pressures," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-11, December.
    5. Jiang, Hai & Chen, Shuangyi & Chen, Peng, 2026. "Do online judicial auctions matter for bank risk-taking? Evidence of Chinese commercial banks," Research in International Business and Finance, Elsevier, vol. 83(C).
    6. Liu, Yi & Li, Yao & Pang, Jindong, 2025. "JUE insight: Do ride-sharing services cause urban air pollution?," Journal of Urban Economics, Elsevier, vol. 149(C).
    7. Zhao, Yikai & Tian, Jingyi & Zhang, Shutong & Nagayasu, Jun, 2026. "Beyond computation: How National Supercomputing Centers facilitate new business entry," Journal of Business Venturing, Elsevier, vol. 41(3).
    8. Jin, Xin, 2025. "Regulation automation and green innovation: Evidence from China's industrial firms," International Review of Economics & Finance, Elsevier, vol. 99(C).
    9. Wang, Ruqi & Xu, Pei & Gao, Honggui, 2024. "Rectifying local governments’ strategic environmental enforcement: Can refined air pollution monitoring enhance local air quality in China?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 978-995.
    10. Jiang, Na & Wu, Ge & Zou, Weiyong & Chen, Xiaodong, 2026. "Responsible use of artificial intelligence and the mitigation of corporate greenwashing: The role of executive oversight," Socio-Economic Planning Sciences, Elsevier, vol. 105(C).
    11. Lunyu Xie & Tianhua Zou & Joshua Linn & Haosheng Yan, 2024. "Can Building Subway Systems Improve Air Quality? New Evidence from Multiple Cities and Machine Learning," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 1009-1044, April.
    12. Li, Pei & Wu, JunJie & Xu, Wenchao, 2024. "The impact of industrial sulfur dioxide emissions regulation on agricultural production in China †," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    13. Cao, Jing & Ma, Rong, 2023. "Mitigating agricultural fires with carrot or stick? Evidence from China," Journal of Development Economics, Elsevier, vol. 165(C).
    14. Huang, Yuhong & Cai, Hui, 2026. "Minimum wage and enterprise digital transformation: Evidence from China," Economic Modelling, Elsevier, vol. 155(C).
    15. 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).
    16. Guo, Zhangdong & Zhang, Xiaoning, 2024. "Has the healthy city pilot policy improved urban air quality in China? Evidence from a quasi-natural experiment," Energy Economics, Elsevier, vol. 129(C).
    17. Zhang, Ming-ang & Lu, Shuling & Zhang, Sihan & Bai, Yanfeng, 2023. "The unintended consequence of minimum wage hikes: Evidence based on firms' pollution emission," Energy Economics, Elsevier, vol. 125(C).
    18. Wu, Shaohui & Yin, Ge & Zhang, Xin, 2026. "Information, pollution, and cognition: The impact of air pollution disclosure on aging minds," China Economic Review, Elsevier, vol. 96(C).
    19. Cao, Guangyu & Weng, Xi & Xu, Mingwei & Zhou, Li-An, 2026. "How do bureaucrats respond to hybrid incentive contract? Evidence from China’s air pollution controls," Journal of Public Economics, Elsevier, vol. 259(C).
    20. Fisman, Raymond & Ghosh, Pulak & Sarkar, Arkodipta & Zhang, Jian, 2026. "Dirty air and green investments: The impact of pollution information on portfolio allocations," Journal of Financial Economics, Elsevier, vol. 182(C).
    21. Liu, Duan & Chen, Chang & Yao, Shujie & Yu, Nizhou, 2025. "Environmental litigation risk premium in corporate equity financing costs," Energy Economics, Elsevier, vol. 143(C).
    22. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Zou, 2019. "From Fog to Smog: the Value of Pollution Information," NBER Working Papers 26541, National Bureau of Economic Research, Inc.
    23. Yuan, Huaxi & Zou, Longhui & Feng, Yidai, 2023. "How to achieve emission reduction without hindering economic growth? The role of judicial quality," Ecological Economics, Elsevier, vol. 209(C).
    24. Chen, He & Zhu, Shujin & Tang, Yiding, 2024. "Bluer skies and clearer rivers? Returnees as silver bullets for pollution abatement in an emerging economy," Energy Economics, Elsevier, vol. 139(C).
    25. Gong, Binlei & Li, Haoyang & Lin, Liguo & Ling, Hanxiang & Sun, Wei, 2026. "Two birds, one stone: Responses of agriculture to water pollution regulation," Journal of Development Economics, Elsevier, vol. 179(C).
    26. Li, Pei & Lu, Yi & Peng, Lu & Wang, Jin, 2024. "Information, incentives, and environmental governance: Evidence from China’s ambient air quality standards," Journal of Environmental Economics and Management, Elsevier, vol. 128(C).
    27. Kong, Dongmin & Liang, Junwei & Liu, Chenhao, 2022. "Invisible enemy: The health impact of ozone," China Economic Review, Elsevier, vol. 72(C).
    28. Wang, Minzhi & Guo, Xinxin & Gu, Yu, 2026. "Greening through credit: Green credit and polluting firm dynamics in China," Economic Modelling, Elsevier, vol. 156(C).
    29. Juliette Caucheteux & Sam Fankhauser & Sugandha Srivastav, 2025. "Climate Change Mitigation Policies for Developing Countries," Review of Environmental Economics and Policy, University of Chicago Press, vol. 19(1), pages 69-89.
    30. Wang, Linfeng & Shi, Tie & Chen, Hanyi, 2023. "Air pollution and infant mortality: Evidence from China," Economics & Human Biology, Elsevier, vol. 49(C).
    31. Agarwal, Sumit & Han, Yajie & Qin, Yu & Zhu, Hongjia, 2023. "Disguised pollution: Industrial activities in the dark," Journal of Public Economics, Elsevier, vol. 223(C).
    32. Lu, Yangsiyu & Pless, Jacquelyn, 2026. "Greening to grow: Evidence from environmental regulation and industrial firm productivity in China," Journal of Public Economics, Elsevier, vol. 256(C).
    33. Hong, Hai & Huang, Yongbin, 2025. "Order! the border: Multitasking, air pollution regulation and local government responses," Journal of Environmental Economics and Management, Elsevier, vol. 131(C).
    34. Shilei Liu & Jinlei Qi & Jintao Xu & Yuanyuan Yi & Peng Yin & Maigeng Zhou, 2024. "Forest Mitigates Short-Term Health Risk of Air Pollution: Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(8), pages 2163-2204, August.
    35. Qin, Zhilong & Chen, Xiaoguang & Chen, Luoye, 2025. "High-speed rail opening and urban air quality," Regional Science and Urban Economics, Elsevier, vol. 114(C).
    36. 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.
    37. Hartmann, Sven A., 2026. "Fog or smog? The impact of uncensored reporting on pollution on individuals’ environmental preferences," Journal of Environmental Economics and Management, Elsevier, vol. 138(C).
    38. Edward Chan & Eddie C. M. Hui & Jianfu Shen & Liya Zhang, 2025. "Capital structure and financial distress in China’s real estate sector: a perspective from sales tournament," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    39. Bi, Ruigang & Kou, Zonglai & Zhao, Cheng & Zhong, Yiwen & Zhou, Min, 2024. "Information disclosure and pollution reduction: evidence from environmental NGO monitoring in China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1459-1473.
    40. Qiu, Zhaoxuan & Li, Jincheng & Liu, Bei & Jin, Meilin & Wang, Jinmin, 2025. "How does energy quota trading affect the corporate pollution gap? Evidence from China," Economic Modelling, Elsevier, vol. 146(C).
    41. Stefano Carattini & Hanwei Huang & Frank Pisch & Tejendra Pratap Singh, 2025. "Trade and the Scopes of Pollution: Evidence from China’s World Market Integration," CESifo Working Paper Series 12119, CESifo.
    42. Tang, Lianzhou & Xu, Wenli, 2025. "Patronage and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    43. Baquie,Sandra & Behrer,Arnold Patrick & Du,Xinming & Fuchs Tarlovsky,Alan & Nozaki,Natsuko Kiso, 2024. "Know Thy Foe : Information Provision and Air Pollution in Tbilisi," Policy Research Working Paper Series 10852, The World Bank.
    44. Bai, Caiquan & Yao, Di & Xue, Qihang, 2025. "Does artificial intelligence suppress firms' greenwashing behavior? Evidence from robot adoption in China," Energy Economics, Elsevier, vol. 142(C).
    45. Wang, Ye & Yu, Feng & Lin, Faqin & Feng, Kuo, 2025. "Air quality impacts of EV promotion: Evidence from local charging pile adoption in China," Journal of Asian Economics, Elsevier, vol. 98(C).
    46. Yan, Tingxian & Wang, Changlong & Wang, Shuxiao, 2026. "How does digital transformation affect greenwashing?," International Review of Economics & Finance, Elsevier, vol. 108(C).
    47. Li, Xue & Smyth, Russell & Yao, Yao, 2023. "Extreme temperatures and out-of-pocket medical expenditure: Evidence from China," China Economic Review, Elsevier, vol. 77(C).
    48. Chen, Liming & Dai, Tao & Zhang, Chen & Zhang, Zhi, 2025. "Digital government and corporate ESG performance," International Review of Financial Analysis, Elsevier, vol. 105(C).
    49. 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).
    50. Cheng, Yuhong & Ma, Ben & Sun, Yidan, 2023. "Does central ecological transfer payment enhance local environmental performance? Quasi-experimental evidence from China," Ecological Economics, Elsevier, vol. 212(C).
    51. Zhao, Yikai & Dai, Runyu & Nagayasu, Jun, 2025. "Generative AI: The transformative impact of ChatGPT on systemic financial risk in Chinese banks," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).
    52. Hong, Hai & Chen, Kevin, 2026. "When the fire ends: Straw burning, regulation, and pollution substitution," Journal of Development Economics, Elsevier, vol. 181(C).
    53. Xiao, Yile & Liu, Mengdi & Liu, Miaomiao & Zhang, Bing, 2026. "Local information, mismatch, and the cost of randomization in regulatory enforcement," Journal of Public Economics, Elsevier, vol. 257(C).
    54. 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).
    55. Dong, Yan & Tian, Jinhuan & Wen, Qiang, 2022. "Environmental regulation and outward foreign direct investment: Evidence from China," China Economic Review, Elsevier, vol. 76(C).
    56. Xi Liu & Yinhe Liang, 2026. "Information, Distance and Firms’ Responses: Evidence from Polluting Monitoring in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 89(2), pages 1-44, February.
    57. Unfried, Kerstin & Wang, Feicheng, 2024. "Importing air pollution? Evidence from China’s plastic waste imports," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    58. He, Wenjian & Wang, Xiaodong & Miao, Miao, 2024. "Network infrastructure and corporate environmental performance: Empirical evidence from “Broadband China”," Energy Economics, Elsevier, vol. 131(C).
    59. Sébastien Marchand & Damien Cubizol & Elda Nasho Ah-Pine & Huanxiu Guo, 2023. "Policy change, mass media and air quality in China: new paths to face air pollution?," Working Papers hal-03448375, HAL.
    60. Zhou, Zejia & Wu, Desheng, 2024. "Internal trade and environmental policy effectiveness in developing countries: A binary endogenous growth model with regional Heterogeneity," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 777-796.
    61. Daniel Bjorkegren & Joshua E. Blumenstock & Samsun Knight, 2020. "Manipulation-Proof Machine Learning," Papers 2004.03865, arXiv.org.
    62. Chu, Yin & Holladay, J. Scott & Qiu, Yun & Tian, Xian-Liang & Zhou, Maigeng, 2023. "Air pollution and mortality impacts of coal mining: Evidence from coalmine accidents in China," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
    63. Zhu, Xiaoyu (Ross) & Zhou, Changyun & Zeng, Hanzhe, 2025. "Can inclusive finance curb sustainability regulatory risk for corporations?," Research in International Business and Finance, Elsevier, vol. 77(PA).
    64. Sabatino, Lorien & Caramma, Giorgio, 2025. "Information technology and road safety," Regional Science and Urban Economics, Elsevier, vol. 115(C).
    65. Zhang, Cong & Tao, Ran & Su, Fubing, 2025. "Legislative decentralization and regulatory dilution: Evidence from air pollution control in China," World Development, Elsevier, vol. 191(C).
    66. Li, Zheng, 2025. "Polluting my downwind neighbor: Evidence of interjurisdictional free riding from air polluter locations in China," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    67. Yao, Yao & Li, Xue & Smyth, Russell & Zhang, Lin, 2022. "Air pollution and political trust in local government: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    68. Cao, Guangyu & Weng, Xi & Xu, Mingwei & Zhou, Li-An, 2025. "The political economy of ratchet effect: Evidence from China’s environmental regulation," Journal of Environmental Economics and Management, Elsevier, vol. 131(C).
    69. Zhao, Runhao & Yuan, Ye, 2026. "Strategic emissions in the rain," Journal of Development Economics, Elsevier, vol. 181(C).
    70. Wang, Quan-Jing & Zhu, Yi-Jing & Zhang, Yun & Chang, Chun-Ping, 2025. "Impact of digital economy on energy efficiency: Role of emerging technologies such as AI," Energy Economics, Elsevier, vol. 150(C).
    71. Yingfei Mu & Edward A. Rubin & Eric Zou, 2021. "What’s Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdowns of Pollution Monitors," NBER Working Papers 28735, National Bureau of Economic Research, Inc.
    72. He, Juan & Zheng, Xiaoyong, 2024. "Do consumers try to solve the air pollution problem themselves? the effects of air pollution on purchase of hybrid and electric cars," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 850-868.
    73. Wang, Feng & Shi, Dongjie & He, Jingze, 2026. "The impact of income inequality on haze pollution and health damage in China: A spatial econometrics perspective," Economic Analysis and Policy, Elsevier, vol. 90(C), pages 17-37.
    74. Taipeng LI & Lorenzo Trimarchi & Rui XIE & Guohao YANG, 2023. "The Unintended Consequences of Trade Protection on the Environment," Working Papers ECARES 2023-16, ULB -- Universite Libre de Bruxelles.
    75. You, Chen & Cifuentes-Faura, Javier & Liu, Xiaoqian & Wu, Jinqun, 2024. "Can the government environmental vertical reform reduce air pollution? A quasi-natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 947-963.
    76. Li, Pei & Liu, Kaihao & Lu, Yi & Peng, Lu, 2025. "Organizing regulatory structure and local air quality: Evidence from the environmental vertical management reform in China," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 139-164.
    77. Ruan, Lei & Yang, Liwen & Li, Dongningmei, 2025. "The impact of green finance policies on supply chain resilience," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 18-37.
    78. Chen, Jidong & Shi, Xinzheng & Zhang, Ming-ang & Zhang, Sihan, 2024. "Centralization of environmental administration and air pollution: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    79. Shanshan Wu & C. James Hueng, 2024. "Central-local collaborative environmental governance and firm-level environmental performance: the role of firm ownership," Economics of Governance, Springer, vol. 25(1), pages 57-80, March.
    80. Hua, Wenyuan, 2025. "On the distributional effects of principal-agent problems: Evidence from China’s shell farmer cooperatives," World Development, Elsevier, vol. 188(C).
    81. Meng, Xin & Yu, Yanni, 2023. "Does the Russia-Ukraine conflict affect gasoline prices?," Energy Economics, Elsevier, vol. 128(C).
    82. Hu, Wen-Quan & Su, Yunqing & Fang, Hongsheng, 2025. "Constraints and incentives: Promoting air pollution governance through performance evaluation system," Journal of Asian Economics, Elsevier, vol. 98(C).
    83. Yang, Zhijiu & Zhang, Feiyun & Zeng, Zhichun & Xu, Haijun & Li, Mengxu, 2025. "How does environmental disclosure impede regional carbon emissions? Insights from extensive and intensive margins," Energy Economics, Elsevier, vol. 146(C).
    84. Shu, Li & Wang, Chunhua & Wang, Wei, 2025. "Vehicle exhaust standards and urban air quality in China," Journal of Development Economics, Elsevier, vol. 172(C).
    85. Wang, Zhiwei & Zhang, Xianfeng & Ding, Chenxin & Sun, Hui, 2025. "Can digital environmental monitoring alleviate environmental inequality? Evidence from ambient air quality standards in China," Energy Policy, Elsevier, vol. 207(C).
    86. Alexandre, Fernando & Chaves, Miguel & Portela, Miguel, 2022. "Investment Grants and Firms' Productivity: How Effective Is a Grant Booster Shot?," IZA Discussion Papers 15779, IZA Network @ LISER.
    87. Wan, Panbing & Chen, Lin & Zhang, ZhongXiang, 2026. "Does central supervision mitigate border pollution? Evidence from the national specially monitored firms program in China," Journal of Environmental Economics and Management, Elsevier, vol. 136(C).
    88. Huang, Linyuan & Xie, Rui & Yang, Guohao, 2022. "The impact of lockdown on air pollution: Evidence from an instrument," China Economic Review, Elsevier, vol. 71(C).
    89. Li, Taipeng & Trimarchi, Lorenzo & Xie, Rui & Yang, Guohao, 2026. "The unintended consequences of trade protection on the environment," Journal of Development Economics, Elsevier, vol. 178(C).
    90. Zhang, Wei & Ke, Jinjun & Ding, Yougang & Chen, Sicen, 2024. "Greening through finance: Green finance policies and firms' green investment," Energy Economics, Elsevier, vol. 131(C).
    91. Huiping Wang & Xinge Guo, 2025. "The impact of resource misallocation on green technology innovation: evidence from 288 cities in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    92. Li, Zheng & Ding, Jiaojing & Jin, Bohan & Yan, Zheming, 2026. "Smoking cessation as an air pollution avoidance behavior: The unintended benefit of air quality information disclosure in China," Journal of Economic Behavior & Organization, Elsevier, vol. 245(C).
    93. Shi, Xinzheng & Zhang, Ming-ang, 2023. "Waste import and air pollution: Evidence from China's waste import ban," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
    94. Xun Cao & Mingqin Wu, 2025. "Can centralization of environmental regulations reduce firm emissions? Evidence from county‐prefecture centralization reforms in China," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(3), pages 964-996, June.
    95. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.
    96. Wei Zhang & Xinyu Li & Guanying Wang & Xiangqian Li, 2026. "Environmental pollution and IPO pricing efficiency: evidence from heavily polluting firms in China," Review of Quantitative Finance and Accounting, Springer, vol. 66(2), pages 757-798, February.

  2. Guojun He & Tony Liu & Maigeng Zhou, 2019. "Straw Burning, PM2.5 and Death: Evidence from China," HKUST IEMS Working Paper Series 2019-66, HKUST Institute for Emerging Market Studies, revised May 2019.

    Cited by:

    1. Jia, Ce & Guo, Xiaodan & Tian, Ziyue & Xiao, Bowen, 2025. "Unintended consequences of SO2 mitigation: Increased PM and infant mortality in China," Energy Economics, Elsevier, vol. 144(C).
    2. Jianglong Li & Shiqiang Sun & Mun Sing Ho, 2024. "Immediate Impacts of Air Pollution on the Performance of Football Players," Journal of Sports Economics, , vol. 25(6), pages 753-776, August.
    3. Ai, Hongshan & Zhou, Zhengqing & Li, Ke & Kang, Zhi-Yong, 2021. "Impacts of the desulfurization price subsidy policy on SO2 reduction: Evidence from China's coal-fired power plants," Energy Policy, Elsevier, vol. 157(C).
    4. Paudel, Jayash, 2023. "Do environmental disasters affect human capital? The threat of forest fires," Economics of Education Review, Elsevier, vol. 97(C).
    5. Chen, Yongli & Yin, Jinpeng & Cai, Yudan, 2026. "Decentralization and air pollution: Unintended environmental consequences of China’s fiscal hierarchy reform," Economic Analysis and Policy, Elsevier, vol. 90(C), pages 266-284.
    6. Yu, Wenguang & Gao, Yixin & Sun, Rong & Huang, Yujuan, 2025. "Environmental pollution, health depreciation and labor supply of elderly," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1962-1980.
    7. Xu, Peng & Best, Rohan & Mukhopadhaya, Pundarik, 2026. "Environmental regulation and energy poverty: Straw-burning bans in China," Energy Economics, Elsevier, vol. 156(C).
    8. Ziheng Liu & Xi Chen & Qinan Lu, 2025. "Blowin’ in the wind of an invisible killer: long-term exposure to ozone and respiratory mortality in the USA," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-30, September.
    9. Fan, Maoyong & He, Guojun & Zhou, Maigeng, 2020. "The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, Elsevier, vol. 71(C).
    10. Carneiro, Juliana & Cole, Matthew A. & Strobl, Eric, 2022. "Foetal Exposure to Air Pollution and Students Cognitive Performance : Evidence from Agricultural Fires in Brazil," The Warwick Economics Research Paper Series (TWERPS) 1425, University of Warwick, Department of Economics.
    11. Fujin Yi & Sihan Lyu & Lu Yang, 2024. "More Power Generation, More Wheat Losses? Evidence from Wheat Productivity in North China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 907-931, April.
    12. 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).
    13. Gao, Zhengye & Zhao, Li, 2025. "Health impacts of cross-regional transmission infrastructure: Evidence from China's ultra-high voltage projects," Energy Economics, Elsevier, vol. 148(C).
    14. Li, Pei & Wu, JunJie & Xu, Wenchao, 2024. "The impact of industrial sulfur dioxide emissions regulation on agricultural production in China †," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    15. Cao, Jing & Ma, Rong, 2023. "Mitigating agricultural fires with carrot or stick? Evidence from China," Journal of Development Economics, Elsevier, vol. 165(C).
    16. 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).
    17. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    18. Liao, Liping & Du, Minzhe, 2024. "How digital finance shapes residents' health: Evidence from China," China Economic Review, Elsevier, vol. 87(C).
    19. Lee, Wang-Sheng & Tran, Trang My & Yu, Lamont Bo, 2023. "Green infrastructure and air pollution: Evidence from highways connecting two megacities in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    20. An, Xiaoxu & Dang, Niu & Zhang, Fazi & Li, Yinan & Xie, Yongshun & Wang, Qiang, 2025. "Decoding the synergies of sustainable development goals in household energy transitions: A global knowledge network analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
    21. Liu, Xiaoxiao & Yang, Menghua & Nie, Xiaoli, 2023. "Can city brand reduce urban air pollution? — An empirical research based on “National Civilized City” in China," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    22. Tingting Xie & Yong Wang & Ye Yuan, 2024. "Health Benefits from Improved Air Quality: Evidence from Pollution Regulations in China’s “ $$2{+}26$$ 2 + 26 ” Cities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(5), pages 1175-1221, May.
    23. Liang Tang & Tongwei Qiu & Biliang Luo, 2025. "The Moderating Effect of Informal Institutions: Clans and Straw Burning in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(3), pages 566-583, July.
    24. Graff Zivin, Joshua & Liu, Tong & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "The unintended impacts of agricultural fires: Human capital in China," Journal of Development Economics, Elsevier, vol. 147(C).
    25. Hao, Xiaoli & Miao, Erxiang & Shen, Zhiyang & Li, Yuhong & Wang, Shuran & Wu, Haitao, 2026. "Funeral reform, land use, and environmental consequences: evidence from China," Food Policy, Elsevier, vol. 139(C).
    26. Mehdi H. Farahani & Milind Dawande & Ganesh Janakiraman & Shouqiang Wang, 2025. "Avoiding Fields on Fire: Information Dissemination Policies for Environmentally Safe Crop-Residue Management," Management Science, INFORMS, vol. 71(8), pages 6683-6706, August.
    27. Cao, Hong & Han, Liyan & Li, Lei & Yin, Libo & Yin, Peng, 2026. "The impact of low-carbon pilots policy on health," Journal of Comparative Economics, Elsevier, vol. 54(2), pages 578-597.
    28. Zhiwei Yu & Fan Li & Wei Si & Weifeng Zhang, 2025. "From Agri‐Waste to Sustainable Use: A Case Study of Straw Management Reform in Northeast China," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 3818-3830, June.
    29. David Wuepper & Wyclife Agumba Oluoch & Hadi Hadi, 2025. "Satellite Data in Agricultural and Environmental Economics: Theory and Practice," Agricultural Economics, International Association of Agricultural Economists, vol. 56(3), pages 493-511, May.
    30. 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).
    31. Luo, Yaping & Wu, Jianxian, 2024. "Before dinner: The health value of gaseous fuels," Energy Policy, Elsevier, vol. 185(C).
    32. Bai, Wuliyasu & Zhang, Long & Zhou, Zhiqiao & Yan, Liang, 2024. "Exploring the dilemma of straw economy in China: An analysis based on tripartite evolutionary game model," Energy Economics, Elsevier, vol. 139(C).
    33. Long, Xianling & Ji, Xi & Wu, Guowei & Zong, Xiaoxue & Su, Pinyi & Luo, Xuanyuan, 2026. "Does interagency power consolidation lead to better governance?," Structural Change and Economic Dynamics, Elsevier, vol. 78(C), pages 314-325.
    34. Liu, Ziheng & Chen, Xi & Lu, Qinan, 2023. "Blowin' in the Wind of an Invisible Killer: Long-Term Exposure to Ozone and Respiratory Mortality in the United States," IZA Discussion Papers 15981, IZA Network @ LISER.
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    Cited by:

    1. Emily L. Pakhtigian & Subhrendu K. Pattanayak & Jie-Sheng Tan-Soo, 2024. "Forest Fires, Smoky Kitchens, and Human Health in Indonesia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(8), pages 2115-2141, August.
    2. Zhang, Ning & Gong, Maoyu, 2022. "Economic and environmental outcomes of economic transition: Evidence from a quasi-experiment in China," Journal of Asian Economics, Elsevier, vol. 80(C).
    3. Cuibin Jiang & Ruipeng Tan & Yifan Yang & Gang Qiao, 2026. "Smog‐Induced Automation: The Rise of Robots in Polluted Skies of China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 47(6), pages 1504-1524, September.
    4. Li, Jianwen & Li, Keyang & Ren, Yuan, 2025. "Missing repayments on haze days: Evidence from China," Journal of Development Economics, Elsevier, vol. 175(C).
    5. Paudel, Jayash, 2023. "Do environmental disasters affect human capital? The threat of forest fires," Economics of Education Review, Elsevier, vol. 97(C).
    6. Ran Du & Qiyun Fang & Ke Liu, 2023. "Landscape Fire and Entrepreneurial Activity: An Empirical Study Based on Satellite Monitoring Data," Land, MDPI, vol. 12(7), pages 1-22, July.
    7. Zhang, Yinjunjie, 2026. "Unseen damage: Bushfire, infant health and early child development," Journal of Environmental Economics and Management, Elsevier, vol. 138(C).
    8. Liu, Ziheng & Lu, Qinan, 2023. "Ozone stress and crop harvesting failure: Evidence from US food production," Food Policy, Elsevier, vol. 121(C).
    9. Carneiro, Juliana & Cole, Matthew A. & Strobl, Eric, 2022. "Foetal Exposure to Air Pollution and Students Cognitive Performance : Evidence from Agricultural Fires in Brazil," The Warwick Economics Research Paper Series (TWERPS) 1425, University of Warwick, Department of Economics.
    10. Fujin Yi & Sihan Lyu & Lu Yang, 2024. "More Power Generation, More Wheat Losses? Evidence from Wheat Productivity in North China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 907-931, April.
    11. Fu, Shihe & Viard, V. Brian, 2021. "A Mayor’s Perspective on Tackling Air Pollution," MPRA Paper 107434, University Library of Munich, Germany.
    12. Cao, Jing & Ma, Rong, 2023. "Mitigating agricultural fires with carrot or stick? Evidence from China," Journal of Development Economics, Elsevier, vol. 165(C).
    13. Qingen Gai & Chengzheng Li & Peng Zhang, 2025. "How does temperature affect rural income: Channels and implication of adaptation," Southern Economic Journal, John Wiley & Sons, vol. 92(2), pages 272-312, October.
    14. Chujie Liu & Xiaoyun Li & Jordan Chamberlin & Liangzhi You, 2026. "Climate Change‐Driven Shifts in Staple Crop Structure: Evidence From Northern China," Agricultural Economics, International Association of Agricultural Economists, vol. 57(2), March.
    15. Zhang, Xin & Chen, Xi & Sun, Hong & Yang, Yuanjian, 2025. "Blowin’ in the wind: Smog and suicidal ideation among school-age children," China Economic Review, Elsevier, vol. 93(C).
    16. Lu, Wei & Yang, Po & Zheng, Shilin & Zhou, Sen, 2023. "Natural disasters and high-stakes exam performance: Evidence from the 2008 Wenchuan earthquake," China Economic Review, Elsevier, vol. 77(C).
    17. Heyes, Anthony & Saberian, Soodeh, 2024. "Pollution and learning: Causal evidence from Obama’s Iran sanctions," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    18. Chen, Pan, 2025. "Industrialization and pollution: The long-term Impact of early-life exposure on human capital formation," Journal of Public Economics, Elsevier, vol. 241(C).
    19. Huang, Hai & Huang, Wei & Shi, Xinzheng & Zhang, Ming-ang, 2025. "Gender composition, social context, and academic performance in high-stakes examinations," Journal of Development Economics, Elsevier, vol. 176(C).
    20. Agata Galkiewicz, 2025. "The Effects of Air Pollution on Teenagers' Cognitive Performance: Evidence from School Leaving Examination in Poland," Papers 2506.19801, arXiv.org.
    21. Jia, Ruixue & Li, Hongbin & Qin, Yu & Wang, Qiuyi & Wu, Jing, 2026. "English's significance: Exam performance by subject and future income in China," Journal of Development Economics, Elsevier, vol. 181(C).
    22. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    23. Nikolai Cook, Anthony Heyes, 2022. "Pollution Pictures: Psychological Exposure to Pollution Impacts Worker Productivity in a Large-scale Field Experiment," LCERPA Working Papers bm0129, Laurier Centre for Economic Research and Policy Analysis, revised 2022.
    24. Du, Rui & Mino, Ajkel & Wang, Jianghao & Zheng, Siqi, 2024. "Transboundary vegetation fire smoke and expressed sentiment: Evidence from Twitter," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    25. Hai Hong & Kevin Chen, 2026. "When the wind blows: agricultural fire exposure, parental investment, and long-term outcomes," Journal of Population Economics, Springer;European Society for Population Economics, vol. 39(1), pages 1-45, March.
    26. Ferguson, Joel, 2026. "Agricultural Burning Regulation Stringency, Air Quality, and Farm Performance," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404465, Agricultural and Applied Economics Association.
    27. Cavalcanti, T. & Mohaddes, K. & Nian, H. & Yin, H., 2024. "How Air Pollution Makes Firms Less Innovative: Human Capital and Adaptive Strategies," Cambridge Working Papers in Economics 2466, Faculty of Economics, University of Cambridge.
    28. Li, Gang & Yanase, Akihiko, 2025. "Cross-country heterogeneity in production–environment nexus and international trade," Economic Modelling, Elsevier, vol. 144(C).
    29. Tao Tang & Brayan Tillaguango & Rafael Alvarado & Ximena Songor-Jaramillo & Priscila Méndez & Stefania Pinzón, 2022. "Heterogeneity in the Causal Link between FDI, Globalization and Human Capital: New Empirical Evidence Using Threshold Regressions," Sustainability, MDPI, vol. 14(14), pages 1-27, July.
    30. Teevrat Garg & Maulik Jagnani & Hemant K. Pullabhotla, 2022. "Structural transformation and environmental externalities," Papers 2212.02664, arXiv.org.
    31. 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.
    32. 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.
    33. Nian, Yongwei, 2023. "Incentives, penalties, and rural air pollution: Evidence from satellite data," Journal of Development Economics, Elsevier, vol. 161(C).
    34. 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.
    35. Darwin Joel Lozada López, 2024. "Air Pollution and Educational Development in Ecuador: Relationship Between Air Quality and Academic Performance," Desarrollo Sostenible e Innovacion Global, Facultad de Ciencias Agrarias y Naturales de la Universidad Tecnica de Oruro, vol. 1, pages 1-2, January.
    36. 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).
    37. Tunahan Çınar & Mehmet Fatih Cakır & Abdurrahim Aydın, 2025. "Assessment of environmental and atmospheric impacts of stubble burning in Mardin-Diyarbakır (Southeastern of Türkiye): a remote sensing approach," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(15), pages 17895-17912, August.
    38. Li, Xuan & Zhou, Xiang, 2026. "The cognitive benefit of a window view," Journal of Economic Behavior & Organization, Elsevier, vol. 241(C).
    39. Chen, Yulong, 2024. "Early exposure to air pollution and cognitive development later in life: Evidence from China," China Economic Review, Elsevier, vol. 83(C).
    40. Hong, Hai & Chen, Kevin, 2026. "When the fire ends: Straw burning, regulation, and pollution substitution," Journal of Development Economics, Elsevier, vol. 181(C).
    41. Siwar Khelifa & Jie He, 2025. "Early-Life Exposure to Air Pollution Regulation and Later Educational Attainment: Evidence from China," IRENE Working Papers 25-08, IRENE Institute of Economic Research.
    42. Nikolai Cook, Anthony Heyes, Nicholas Rivers, 2023. "Clean Air and Cognitive Productivity: Effect and Adaptation," LCERPA Working Papers bm0137, Laurier Centre for Economic Research and Policy Analysis.
    43. Dong, Yan & Tian, Jinhuan & Wen, Qiang, 2022. "Environmental regulation and outward foreign direct investment: Evidence from China," China Economic Review, Elsevier, vol. 76(C).
    44. Lai, Wangyang & Lin, Liguo & Shen, Xiaochi & Zhou, Maigeng, 2025. "Investing in a transition fuel: The remarkable decline in mortality from China's rollout of natural gas infrastructure," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    45. 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).
    46. Dang, Hai-Anh H & Do, Minh N.N. & Nguyen, Cuong Viet, 2024. "The Impacts of Climate Change and Air Pollution on Children's Education Outcomes: Evidence from Vietnam," IZA Discussion Papers 17160, IZA Network @ LISER.
    47. Demirdogen, Alper & Guldal, Huseyin Tayyar & Sanli, Hasan, 2023. "Monoculture, crop rotation policy, and fire," Ecological Economics, Elsevier, vol. 203(C).
    48. Steffen Künn & Juan Palacios & Nico Pestel, 2023. "Indoor Air Quality and Strategic Decision Making," Management Science, INFORMS, vol. 69(9), pages 5354-5377, September.
    49. Jing Cao & Tracy Xiao Liu & Rong Ma & Ang Sun, 2025. "Antisocial Responses to the “Coal to Gas” Regulation: An Unintended Consequence of a Residential Energy Policy," Management Science, INFORMS, vol. 71(10), pages 8698-8726, October.
    50. Ron Chan & Martino Pelli & Veronica Vienne, 2023. "Air Pollution, Smoky Days and Hours Worked," CIRANO Working Papers 2023s-15, CIRANO.
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Articles

  1. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    See citations under working paper version above.
  2. Tong Liu & Guojun He & Alexis Lau, 2018. "Avoidance behavior against air pollution: evidence from online search indices for anti-PM2.5 masks and air filters in Chinese cities," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(2), pages 325-363, April.

    Cited by:

    1. He, Xiaobo & Luo, Zijun & Zhang, Junjie, 2022. "The impact of air pollution on movie theater admissions," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    2. Ming, Yaxin & Deng, Huixin & Wu, Xiaoyue, 2022. "The negative effect of air pollution on people's pro-environmental behavior," Journal of Business Research, Elsevier, vol. 142(C), pages 72-87.
    3. Wei Chen & Jian Chen & Guopeng Yin, 2022. "Exploring side effects of ridesharing services in urban China: role of pollution–averting behavior," Electronic Commerce Research, Springer, vol. 22(4), pages 1007-1034, December.
    4. Cheung, Chun Wai & He, Guojun & Pan, Yuhang, 2020. "Mitigating the air pollution effect? The remarkable decline in the pollution-mortality relationship in Hong Kong," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    5. Guo, Feng & Lin, Zhiyuan & Lyu, Xiaoliang & Shi, Qingling, 2023. "Does air pollution influence music sentiment? Measuring music sentiment by machine learning," Journal of Asian Economics, Elsevier, vol. 87(C).
    6. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    7. Quiñones, Laura Alcocer & Hadachek, Jeffrey & Troske, William, 2026. "Behavioral Responses to PFAS in Drinking Water," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404490, Agricultural and Applied Economics Association.
    8. Patrick Gourley, 2020. "What are the Long-Term Effects of Prenatal Air Pollution Exposure? Evidence from the BHPS," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(4), pages 603-635, October.
    9. Du, Rui & Mino, Ajkel & Wang, Jianghao & Zheng, Siqi, 2024. "Transboundary vegetation fire smoke and expressed sentiment: Evidence from Twitter," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    10. Magali A. Delmas & Aanchal Kohli, 2020. "Can Apps Make Air Pollution Visible? Learning About Health Impacts Through Engagement with Air Quality Information," Journal of Business Ethics, Springer, vol. 161(2), pages 279-302, January.
    11. Wang, Yucheng & Zhang, Lei & Zhou, Liyang, 2026. "Consumer response to environmental standards: Evidence from gasoline regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 138(C).
    12. Nawhath Thanvisitthpon & Jarasphol Rintra & Phakkharawat Sittiprapaporn & Akkarach Bumrungpert & Phaisit Trakulkongsmut, 2021. "Self-Assessment Adaptive Capacity Indicators of Health Risks from Air Pollution," Sustainability, MDPI, vol. 13(23), pages 1-15, November.
    13. 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).
    14. Wang, Zhenxuan & Zhang, Junjie, 2023. "The value of information disclosure: Evidence from mask consumption in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    15. Antoci, Angelo & Borghesi, Simone & Galeotti, Marcello & Sodini, Mauro, 2021. "Living in an uncertain world: Environment substitution, local and global indeterminacy," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    16. Wojciech Nazar & Katarzyna Plata-Nazar, 2021. "Changes in Air Pollution-Related Behaviour Measured by Google Trends Search Volume Index in Response to Reported Air Quality in Poland," IJERPH, MDPI, vol. 18(21), pages 1-17, November.
    17. Li, Chenxi & Xia, Xinyue & Lin, Yixun & Wen, Hanlin, 2024. "Polluted cognition: The effect of air pollution on online purchasing behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    18. Xiuting Wang & Idrees Waris & Muhammad Yaseen Bhutto & Haowei Sun & Irfan Hameed, 2022. "Green Initiatives and Environmental Concern Foster Environmental Sustainability: A Study Based on the Use of Reusable Drink Cups," IJERPH, MDPI, vol. 19(15), pages 1-16, July.
    19. Birzhan Batkeyev & David R. DeRemer, 2022. "Mountains of Evidence: The Effects of Abnormal Air Pollution on Crime," Working Papers 2022/04, Nazarbayev University, Graduate School of Business.
    20. Hua, Sheng & Liu, Huina & Ji, Zheng & Liang, Han, 2025. "The impact of air pollution on crowdfunding donations for critical illnesses: Evidence from China," China Economic Review, Elsevier, vol. 91(C).

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