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Stay or Leave? The Role of Air Pollution in Urban Migration Choices

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  • Liu, Ziming
  • Yu, Lu

Abstract

Air pollution is a pervasive issue in many cities in the developing world. Yet, the linkage between air pollution and decisions concerning internal migration remains rarely explored. In this paper, we match data from China, based on an annual city-level statistical yearbook, historical air pollution indicators and a nationwide survey of temporary labor migrants in 2016 in order to analyze the effects of air pollution on migrants' interest in settling down in the cities they have moved to for work. Our results show that there is a significant and negative effect of air pollution on migrants' interest in settling down. Specifically, this negative effect of air pollution is greater for old, less-educated, within-city migrants and rural migrants - who comprise a large proportion of the Chinese urban labor force. We conclude that air pollution undermines investment in human capital and may become an obstacle for sustainable development of cities; thus, we underline the potential benefits of more stringent environmental regulation.

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  • Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    • Handle: RePEc:eee:ecolec:v:177:y:2020:i:c:s0921800919308663
    DOI: 10.1016/j.ecolecon.2020.106780
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    as
    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Richard T. Carson & Phoebe Koundouri & Céline Nauges, 2010. "Arsenic Mitigation in Bangladesh: A Household Labor Market Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(2), pages 407-414.
    4. Liu, Ziming & Rommel, Jens & Feng, Shuyi & Hanisch, Markus, 2017. "Can land transfer through land cooperatives foster off-farm employment in China?," China Economic Review, Elsevier, vol. 45(C), pages 35-44.
    5. Armenak Antinyan & Luca Corazzini, 2018. "Relative standing and temporary migration: Empirical evidence from the South Caucasus," Review of Development Economics, Wiley Blackwell, vol. 22(1), pages 361-383, February.
    6. Daniel L. Millimet & Jayjit Roy, 2016. "Empirical Tests of the Pollution Haven Hypothesis When Environmental Regulation is Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 652-677, June.
    7. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    8. Iosifidi, Maria, 2016. "Environmental awareness, consumption, and labor supply: Empirical evidence from household survey data," Ecological Economics, Elsevier, vol. 129(C), pages 1-11.
    9. Grace, Kathryn & Hertrich, Véronique & Singare, Djeneba & Husak, Greg, 2018. "Examining rural Sahelian out-migration in the context of climate change: An analysis of the linkages between rainfall and out-migration in two Malian villages from 1981 to 2009," World Development, Elsevier, vol. 109(C), pages 187-196.
    10. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    11. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    12. Imelda, 2018. "Indoor Air Pollution and Infant Mortality: A New Approach," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 416-421, May.
    13. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    14. Liu, Ziming & Li, Jia & Rommel, Jens & Feng, Shuyi, 2020. "Health impacts of cooking fuel choice in rural China," Energy Economics, Elsevier, vol. 89(C).
    15. Liao, Hua & Tang, Xin & Wei, Yi-Ming, 2016. "Solid fuel use in rural China and its health effects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 900-908.
    16. Menz, Tobias & Welsch, Heinz, 2010. "Population aging and environmental preferences in OECD countries: The case of air pollution," Ecological Economics, Elsevier, vol. 69(12), pages 2582-2589, October.
    17. Douglas Almond & Yuyu Chen & Michael Greenstone & Hongbin Li, 2009. "Winter Heating or Clean Air? Unintended Impacts of China's Huai River Policy," American Economic Review, American Economic Association, vol. 99(2), pages 184-190, May.
    18. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    19. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    20. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    21. Koubi, Vally & Spilker, Gabriele & Schaffer, Lena & Bernauer, Thomas, 2016. "Environmental Stressors and Migration: Evidence from Vietnam," World Development, Elsevier, vol. 79(C), pages 197-210.
    22. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    23. Yu Qin & Hongjia Zhu, 2018. "Run away? Air pollution and emigration interests in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(1), pages 235-266, January.
    24. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    25. Charlotte Goodburn, 2014. "Rural–Urban Migration and Gender Disparities in Child Healthcare in China and India," Development and Change, International Institute of Social Studies, vol. 45(4), pages 631-655, July.
    26. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    27. Zhu, Nong, 2002. "The impacts of income gaps on migration decisions in China," China Economic Review, Elsevier, vol. 13(2-3), pages 213-230.
    28. Ziming Liu & Lan Zhang & Jens Rommel & Shuyi Feng, 2020. "Do land markets improve land-use efficiency? evidence from Jiangsu, China," Applied Economics, Taylor & Francis Journals, vol. 52(3), pages 317-330, January.
    29. Z Ma, 1999. "Temporary Migration and Regional Development in China," Environment and Planning A, , vol. 31(5), pages 783-802, May.
    30. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    31. Graff Zivin, Joshua & Neidell, Matthew, 2009. "Days of haze: Environmental information disclosure and intertemporal avoidance behavior," Journal of Environmental Economics and Management, Elsevier, vol. 58(2), pages 119-128, September.
    32. Yaohui Zhao, 1999. "Leaving the Countryside: Rural-to-Urban Migration Decisions in China," American Economic Review, American Economic Association, vol. 89(2), pages 281-286, May.
    33. C. Cindy Fan, 2003. "Rural‐urban migration and gender division of labor in transitional China," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 27(1), pages 24-47, March.
    34. Ng’ang’a, Stanley Karanja & Bulte, Erwin H. & Giller, Ken E. & McIntire, John M. & Rufino, Mariana C., 2016. "Migration and Self-Protection Against Climate Change: A Case Study of Samburu County, Kenya," World Development, Elsevier, vol. 84(C), pages 55-68.
    35. Rafiq, Shuddhasattwa & Nielsen, Ingrid & Smyth, Russell, 2017. "Effect of internal migration on the environment in China," Energy Economics, Elsevier, vol. 64(C), pages 31-44.
    36. Elizabeth Frankenberg & Douglas McKee & Duncan Thomas, 2005. "Health consequences of forest fires in Indonesia," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 109-129, February.
    37. Beatty, Timothy K.M. & Shimshack, Jay P., 2014. "Air pollution and children's respiratory health: A cohort analysis," Journal of Environmental Economics and Management, Elsevier, vol. 67(1), pages 39-57.
    38. Ng’ang’a, Stanley Karanja & Bulte, Erwin & Giller, Ken E. & McIntire, John M. & Rufino, Mariana C., 2016. "Migration and self-protection against climate change: a case study of Samburu district, Kenya," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246271, African Association of Agricultural Economists (AAAE).
    39. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
    40. Mishra, Vinod & Smyth, Russell, 2015. "Estimating returns to schooling in urban China using conventional and heteroskedasticity-based instruments," Economic Modelling, Elsevier, vol. 47(C), pages 166-173.
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