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Temperature and Migration Intention: Evidence from the Unified National Graduate Entrance Examination in China

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  • Yan Chen

    (School of Business, Central South University, Changsha 410083, China
    School of Frontier Crossover Studies, Hunan University of Technology and Business, Changsha 410205, China)

  • Xiaohong Chen

    (School of Business, Central South University, Changsha 410083, China
    School of Frontier Crossover Studies, Hunan University of Technology and Business, Changsha 410205, China)

  • Hongshan Ai

    (School of Economics and Trade, Hunan University, Changsha 410079, China)

  • Xiaoqing Tan

    (School of Economics and Trade, Hunan University, Changsha 410079, China)

Abstract

This paper estimates the impact of destination cities’ temperature on the migration intentions of highly educated talents. Using a unique manually collected dataset of applicants for the Unified National Graduate Entrance Examination (UNGEE) of double first-class universities in China, we find that both hot (over 25 °C) and cold (below 5 °C) days in the previous 3 months before the registration date significantly decrease the number of applicants for the UNGEE of double first-class universities, relative to a moderate (20–25 °C) day. Heterogeneity analysis shows that such effects differ by destination universities’ quality and climate regions. We also find that destination cities’ income level can mitigate the negative effects of hot days and cold days on the number of applicants. These findings add to the existent literature by examining an understudied relationship between temperature and migration intention.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:16:p:10244-:d:891123
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    References listed on IDEAS

    as
    1. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    2. McAusland, Carol & Kuhn, Peter, 2011. "Bidding for brains: Intellectual property rights and the international migration of knowledge workers," Journal of Development Economics, Elsevier, vol. 95(1), pages 77-87, May.
    3. Cai, Ruohong & Feng, Shuaizhang & Oppenheimer, Michael & Pytlikova, Mariola, 2016. "Climate variability and international migration: The importance of the agricultural linkage," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 135-151.
    4. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    5. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261.
    6. Kim S. So & Peter F. Orazem & Daniel M. Otto, 2001. "The Effects of Housing Prices, Wages, and Commuting Time on Joint Residential and Job Location Choices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(4), pages 1036-1048.
    7. Chen, Xiaoguang & Yang, Lu, 2019. "Temperature and industrial output: Firm-level evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 257-274.
    8. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    9. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    10. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    11. Fishman, Ram & Carrillo, Paul & Russ, Jason, 2019. "Long-term impacts of exposure to high temperatures on human capital and economic productivity," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 221-238.
    12. Agarwal, Sumit & Qin, Yu & Shi, Luwen & Wei, Guoxu & Zhu, Hongjia, 2021. "Impact of temperature on morbidity: New evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    13. Anthony Heyes & Soodeh Saberian, 2019. "Temperature and Decisions: Evidence from 207,000 Court Cases," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 238-265, April.
    14. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    15. 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.
    16. Mullins, Jamie T. & White, Corey, 2019. "Temperature and mental health: Evidence from the spectrum of mental health outcomes," Journal of Health Economics, Elsevier, vol. 68(C).
    17. Yang Jiao & Yixuan Li & Mengdi Liu, 2021. "Widening the Gap? Temperature and Time Allocation between Men and Women," Applied Economics, Taylor & Francis Journals, vol. 53(5), pages 595-627, January.
    18. Anita Mukherjee & Nicholas J. Sanders, 2021. "The Causal Effect of Heat on Violence: Social Implications of Unmitigated Heat Among the Incarcerated," NBER Working Papers 28987, National Bureau of Economic Research, Inc.
    19. Lu, Jiajun, 2020. "Household residential location choice in retirement: The role of climate amenities," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    20. So, Kim Sui & Orazem, Peter & Otto, Daniel, 2001. "The Effects of Housing Prices, Wages, and Commuting Time on Urban-Rural Residential Choice," Staff General Research Papers Archive 1204, Iowa State University, Department of Economics.
    21. Shuai Chen & Yuyu Chen & Ziteng Lei & Jie-Sheng Tan-Soo, 2021. "Chasing Clean Air: Pollution-Induced Travels in China," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(1), pages 59-89.
    22. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    23. Lai, Wangyang & Song, Hong & Wang, Chang & Wang, Huanhuan, 2021. "Air pollution and brain drain: Evidence from college graduates in China," China Economic Review, Elsevier, vol. 68(C).
    24. Abigail Wozniak, 2010. "Are College Graduates More Responsive to Distant Labor Market Opportunities?," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 944-970.
    25. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    26. Graff Zivin, Joshua & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "Temperature and high-stakes cognitive performance: Evidence from the national college entrance examination in China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    27. Alan Barreca & Karen Clay & Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2016. "Adapting to Climate Change: The Remarkable Decline in the US Temperature-Mortality Relationship over the Twentieth Century," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 105-159.
    28. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261, February.
    29. Mengyao Li & Susana Ferreira & Travis A Smith, 2020. "Temperature and self-reported mental health in the United States," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-20, March.
    30. Karlsson, Martin & Ziebarth, Nicolas R., 2018. "Population health effects and health-related costs of extreme temperatures: Comprehensive evidence from Germany," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 93-117.
    31. Heyes, Anthony & Saberian, Soodeh, 2022. "Hot Days, the ability to Work and climate resilience: Evidence from a representative sample of 42,152 Indian households," Journal of Development Economics, Elsevier, vol. 155(C).
    32. 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).
    33. Siqi Zheng & Xiaonan Zhang & Weizeng Sun & Chengtao Lin, 2019. "Air pollution and elite college graduates’ job location choice: evidence from China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(2), pages 295-316, October.
    34. Oliveira, Jaqueline & Pereda, Paula, 2020. "The impact of climate change on internal migration in Brazil," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    35. Teevrat Garg & Maulik Jagnani & Vis Taraz, 2020. "Temperature and Human Capital in India," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1113-1150.
    36. 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.
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