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The impact of regional environmental amenity on skill aggregation across regions in developing countries: evidence from air pollution in China

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  • Seung-hun Chung

    (The Ohio State University)

Abstract

This paper investigates the impact of an environmental amenity on regional skill aggregation, defined as the share of highly educated people. I analyzed the impact of air quality on skill aggregation across prefecture-level cities in China using college graduates as the measure of skill aggregation. By exploiting exogenous air quality variation from a Chinese heating policy known as the Huai River Policy, I identified a considerable negative impact of air pollution on the share of high-skilled people in the city population. This indicates that an environmental amenity has considerable potential to influence regional growth even in developing countries.

Suggested Citation

  • Seung-hun Chung, 2020. "The impact of regional environmental amenity on skill aggregation across regions in developing countries: evidence from air pollution in China," Asia-Pacific Journal of Regional Science, Springer, vol. 4(1), pages 27-53, February.
    • Handle: RePEc:spr:apjors:v:4:y:2020:i:1:d:10.1007_s41685-019-00125-8
    DOI: 10.1007/s41685-019-00125-8
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    1. Siqi Zheng & Jing Cao & Matthew Kahn & Cong Sun, 2014. "Real Estate Valuation and Cross-Boundary Air Pollution Externalities: Evidence from Chinese Cities," The Journal of Real Estate Finance and Economics, Springer, vol. 48(3), pages 398-414, April.
    2. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    3. Fu, Yuming & Gabriel, Stuart A., 2012. "Labor migration, human capital agglomeration and regional development in China," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 473-484.
    4. Lekha Chakraborty & Pinaki Chakraborty, 2018. "Federalism, fiscal asymmetries and economic convergence: evidence from Indian States," Asia-Pacific Journal of Regional Science, Springer, vol. 2(1), pages 83-113, April.
    5. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    6. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    7. Edward Ludwig Glaeser & Albert Saiz, 2003. "The rise of the skilled city," Working Papers 04-2, Federal Reserve Bank of Philadelphia.
    8. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    9. Simon, Curtis J. & Nardinelli, Clark, 2002. "Human capital and the rise of American cities, 1900-1990," Regional Science and Urban Economics, Elsevier, vol. 32(1), pages 59-96, January.
    10. Han, Jun & Liu, Runjuan & Zhang, Junsen, 2012. "Globalization and wage inequality: Evidence from urban China," Journal of International Economics, Elsevier, vol. 87(2), pages 288-297.
    11. Qin Fan & H. Allen Klaiber & Karen Fisher-Vanden, 2016. "Does Extreme Weather Drive Interregional Brain Drain in the U.S.? Evidence from a Sorting Model," Land Economics, University of Wisconsin Press, vol. 92(2), pages 363-388.
    12. 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.
    13. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    14. David E. Clark & William E. Herrin & Thomas A. Knapp & Nancy E. White, 2003. "Migration and implicit amenity markets: does incomplete compensation matter?," Journal of Economic Geography, Oxford University Press, vol. 3(3), pages 289-307, July.
    15. Knapp, Thomas A. & Graves, Philip E., 1989. "On the role of amenities in models of migration and regional development," MPRA Paper 19914, University Library of Munich, Germany.
    16. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    17. Dan S. Rickman & Shane D. Rickman, 2011. "Population Growth In High‐Amenity Nonmetropolitan Areas: What'S The Prognosis?," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 863-879, December.
    18. Andreoni, James & Levinson, Arik, 2001. "The simple analytics of the environmental Kuznets curve," Journal of Public Economics, Elsevier, vol. 80(2), pages 269-286, May.
    19. Poncet, Sandra, 2006. "Provincial migration dynamics in China: Borders, costs and economic motivations," Regional Science and Urban Economics, Elsevier, vol. 36(3), pages 385-398, May.
    20. Mark D. Partridge, 2010. "The duelling models: NEG vs amenity migration in explaining US engines of growth," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 513-536, August.
    21. Dwight W. Adamson & David E. Clark & Mark D. Partridge, 2004. "Do Urban Agglomeration Effects and Household Amenities have a Skill Bias?," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 201-224, May.
    22. Canh Thi Nguyen, 2019. "Using Solow and I–O models to determine the factors impacting economic growth in Ho Chi Minh City, Vietnam," Asia-Pacific Journal of Regional Science, Springer, vol. 3(1), pages 247-271, February.
    23. Huasheng Song & Min Zhang & Ruqu Wang, 2016. "Amenities and spatial talent distribution: evidence from the Chinese IT industry," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 517-533.
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    Cited by:

    1. Min Zhang & Seung‐hun Chung, 2020. "Is air pollution detrimental to regional innovation? Evidence from Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1657-1689, December.

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    More about this item

    Keywords

    Skill aggregation; Amenities; Regional growth;
    All these keywords.

    JEL classification:

    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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