Zivin, J. G. & Neidell, M. The impact of pollution on worker productivity. Am. Econ. Rev. 102, 3652–3673 (2012).
Chang, T., Graff Zivin, J., Gross, T. & Neidell, M. Particulate pollution and the productivity of pear packers. Am. Econ. J. Econ. Policy 8, 141–169 (2016).
He, J., Liu, H. & Salvo, A. Severe air pollution and labor productivity: evidence from industrial towns in China. Am. Econ. J. Appl. Econ. 11, 173–201 (2019).
Adhvaryu, A., Kala, N. & Nyshadham, A. Management and shocks to worker productivity. J. Polit. Econ. 130, 1–47 (2022).
Archsmith, J., Heyes, A. & Saberian, S. Air quality and error quantity: pollution and performance in a high-skilled, quality-focused occupation. J. Assoc. Environ. Resour. Econ. 5, 827–863 (2018).
Chang, T. Y., Graff Zivin, J., Gross, T. & Neidell, M. The effect of pollution on worker productivity: evidence from call center workers in China. Am. Econ. J. Appl. Econ. 11, 151–172 (2019).
Kahn, M. E. & Li, P. Air pollution lowers high skill public sector worker productivity in China. Environ. Res. Lett. 15, 084003 (2020).
Fu, S., Viard, V. B. & Zhang, P. Air pollution and manufacturing firm productivity: nationwide estimates for China. Econ. J. 131, 3241–3273 (2021).
Cui, J., Huang, S. & Wang, C. The impact of air quality on innovation activities in China. J. Environ. Econ. Manage. 122, 102893 (2023).
Abbasi, A. & Jaafari, A. Research impact and scholars’ geographical diversity. J. Informetr. 7, 683–692 (2013).
Agrawal, A. & Goldfarb, A. Restructuring research: communication costs and the democratization of university innovation. Am. Econ. Rev. 98, 1578–1590 (2008).
Boudreau, K. J., Brady, T. & Ganguli, I. A field experiment on search costs and the formation of scientific collaborations. Rev. Econ. Stat. 99, 565–576 (2017).
Catalini, C., Fons-Rosen, C. & Gaulé, P. How do travel costs shape collaboration? Manage. Sci. 66, 3340–3360 (2020).
Ding, W. W., Levin, S. G., Stephan, P. E. & Winkler, A. E. The impact of information technology on academic scientists’ productivity and collaboration patterns. Manage. Sci. 56, 1439–1461 (2010).
Heyes, A., Neidell, M. & Saberian, S. The Effect of Air Pollution on Investor Behavior: Evidence from the S&P 500 No. w22753 (National Bureau of Economic Research, 2016).
Heyes, A., Rivers, N. & Schaufele, B. Pollution and politician productivity: the effect of PM on MPs. Land Econ. 95, 157–173 (2019).
Holub, F. & Thies, B. Air quality, high-skilled worker productivity and adaptation: evidence from GitHub. SSRN Working Paper (SSRN, 2023).
Hanna, R. & Oliva, P. The effect of pollution on labor supply: evidence from a natural experiment in Mexico City. J. Public Econ. 122, 68–79 (2015).
Aragón, F. M., Miranda, J. J. & Oliva, P. Particulate matter and labor supply: the role of caregiving and non-linearities. J. Environ. Econ. Manage. 86, 295–309 (2017).
Vette, A. F. et al. Characterization of indoor–outdoor aerosol concentration relationships during the Fresno PM exposure studies. Aerosol Sci. Technol. 34, 118–126 (2001).
Peters, A. et al. Translocation and potential neurological effects of fine and ultrafine particles a critical update. Part. Fibre Toxicol. 3, 13 (2006).
Xie, T., Yuan, Y. & Zhang, H. Information, awareness, and mental health: evidence from air pollution disclosure in China. J. Environ. Econ. Manage. 120, 102827 (2023).
Power, M. C., Weisskopf, M. G., Alexeeff, S. E., Coull, B. A. & Schwartz, J. Traffic-related air pollution and cognitive function in a cohort of older men. Environ. Health Perspect. 119, 682–687 (2011).
Chay, K. Y. & Greenstone, M. The impact of air pollution on infant mortality: evidence from geographic variation in pollution shocks induced by a recession. Q. J. Econ. 118, 1121–1167 (2003).
Dockery, D. W. et al. An association between air pollution and mortality in six U.S. cities. N. Engl. J. Med. 329, 1753–1759 (1993).
Neidell, M. J. Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma. J. Health Econ. 23, 1209–1236 (2004).
Catalini, C. Microgeography and the direction of inventive activity. Manage. Sci. 64, 4348–4364 (2018).
Chen, S., Chen, Y., Lei, Z. & Tan-Soo, J.-S. Impact of air pollution on short-term movements: evidence from air travels in China. J. Econ. Geogr. 20, 939–968 (2020).
Dai, R., Guo, D., Han, Y. & Qin, Y. Pollution-induced trips: evidence from flight and train bookings in China. J. Dev. Econ. 171, 103340 (2024).
Meena, K. K. & Goswami, A. K. A review of air pollution exposure impacts on travel behaviour and way forward. Transp. Policy 154, 48–60 (2024).
Barwick, P. J., Liu, Y., Patacchini, E. & Wu, Q. Information, mobile communication, and referral effects. Am. Econ. Rev. 113, 1170–1207 (2023).
Barreca, A. I., Neidell, M. & Sanders, N. J. Long-run pollution exposure and mortality: evidence from the Acid Rain Program. J. Public Econ. 200, 104440 (2021).
Chen, S., Oliva, P. & Zhang, P. The effect of air pollution on migration: evidence from China. J. Dev. Econ. 156, 102833 (2022).
Barwick, P. J., Li, S., Lin, L. & Zou, E. Y. From fog to smog: the value of pollution information. Am. Econ. Rev. 114, 1338–1381 (2024).
Yao, Z., Zhang, W., Ji, X. & Weng, W. Short-term exposure to air pollution and cognitive performance: new evidence from China’s College English Test. Environ. Resour. Econ. 85, 211–237 (2023).
Ghanem, D. & Zhang, J. ‘Effortless perfection:’ do Chinese cities manipulate air pollution data? J. Environ. Econ. Manage. 68, 203–225 (2014).
Buchard, V. et al. Evaluation of the surface PM2.5 in version 1 of the NASA MERRA aerosol reanalysis over the United States. Atmos. Environ. 125, 100–111 (2016).
Hadavand, A., Hamermesh, D. S. & Wilson, W. W. Publishing economics: how slow? Why slow? Is slow productive? How to fix slow?. J. Econ. Lit. 62, 269–293 (2024).
Ruiz-Castillo, J. & Costas, R. The skewness of scientific productivity. J. Informetr. 8, 917–934 (2014).
Fesselmeyer, E., Liu, H., Salvo, A. & Simorangkir, R. P. Heat and observed economic activity in the rich urban tropics. Econ. J. 134, 3445–3460 (2024).
Hammitt, J. K., Liu, J. T. & Liu, J. L. Is survival a luxury good? Income elasticity of the value per statistical life. J. Risk Uncertain. 65, 239–260 (2022).
Heckman, J. J. Sample selection bias as a specification error. Econometrica 47, 153–161 (1979).
Xue, S., Zhang, B. & Zhao, X. Brain drain: the impact of air pollution on firm performance. J. Environ. Econ. Manage. 110, 102546 (2021).
Gaggero, A. & Tommasi, D. Time of day and high-stake cognitive assessments. Econ. J. 133, 1407–1429 (2023).
Bloom, N., Liang, J., Roberts, J. & Ying, Z. J. Does working from home work? Evidence from a Chinese experiment. Q. J. Econ. 130, 165–218 (2015).
Wang, B. & Zheng, S. Air pollution lowers travel demand in a consumer city. Transp. Res. D 89, 102616 (2020).
Chen, X., Chen, L., Xie, W., Mueller, N. D. & Davis, S. J. Flight delays due to air pollution in China. J. Environ. Econ. Manage. 119, 102810 (2023).
Fan, Y. Social cost of lifestyle adaptation: air pollution and outdoor physical exercise. J. Environ. Econ. Manage. 127, 103042 (2024).
Peeples, L. How air pollution threatens brain health. Proc. Natl Acad. Sci. USA 117, 13856–13860 (2020).
Adhvaryu, A., Bharadwaj, P., Fenske, J., Nyshadham, A. & Stanley, R. Dust and death: evidence from the West African Harmattan. Econ. J. 134, 885–912 (2024).
He, G., Fan, M. & Zhou, M. The effect of air pollution on mortality in China: evidence from the 2008 Beijing Olympic Games. J. Environ. Econ. Manage. 79, 18–39 (2016).
Qiu, Y., Liu, Y., Shi, W. & Zhou, M. The impact of ozone pollution on mortality: evidence from China. J. Environ. Econ. Manage. 125, 102980 (2024).
Agarwal, S., Qin, Y., Shi, L., Wei, G. & Zhu, H. Impact of temperature on morbidity: new evidence from China. J. Environ. Econ. Manage. 109, 102495 (2021).
Bozeman, B., & Boardman, C. Research Collaboration and Team Science: A State-of-the-Art Review and Agenda (Springer International, 2014).
Hoekman, J., Frenken, K. & Tijssen, R. J. W. Research collaboration at a distance: changing spatial patterns of scientific collaboration within Europe. Res. Policy 39, 662–673 (2010).
Mo, J., Wu, Z. & Yuan, Y. Air pollution kills competition: evidence from eSports. J. Environ. Econ. Manage. 122, 102886 (2023).
Jans, J., Johansson, P. & Nilsson, J. P. Economic status, air quality, and child health: evidence from inversion episodes. J. Health Econ. 61, 220–232 (2018).
Fu, S. & Gu, Y. Highway toll and air pollution: evidence from Chinese cities. J. Environ. Econ. Manage. 83, 32–49 (2017).
Arceo, E., Hanna, R. & Oliva, P. Does the effect of pollution on infant mortality differ between developing and developed countries? Evidence from Mexico City. Econ. J. 126, 257–280 (2016).
Deschenes, O., Wang, H., Wang, S. & Zhang, P. The effect of air pollution on body weight and obesity: evidence from China. J. Dev. Econ. 145, 102461 (2020).
Muñoz-Sabater, J. et al. ERA5-Land: a state-of-the-art global reanalysis dataset for land applications. Earth Syst. Sci. Data 13, 4349–4383 (2021).
Xie, Q. & Freeman, R. B. Bigger than you thought: China’s contribution to scientific publications and its impact on the global economy. China World Econ. 27, 1–27 (2019).
Sager, L. Estimating the effect of air pollution on road safety using atmospheric temperature inversions. J. Environ. Econ. Manage. 98, 102250 (2019).