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Is there a health penalty of China's rapid urbanization?

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  • E. Van de Poel
  • O. O'Donnell
  • E. Van Doorslaer

Abstract

While highly pertinent to the human welfare consequences of development, the impact of rapid urbanization on population health is not obvious. This paper uses community and individual‐level longitudinal data from the China Health and Nutrition Survey to estimate the net health impact of China's unprecedented urbanization. We construct an index of urbanicity from a broad set of community characteristics and define urbanization in terms of movements across the distribution of this index. We use difference‐in‐differences estimators to identify the treatment effect of urbanization on the self‐assessed health of individuals. We find that urbanization raises the probability of reporting of poor health and that a greater degree of urbanization has a larger effect. The effect may, in part, be attributable to changed health expectations, but it also appears to operate through health behaviour. Populations experiencing urbanization tend to consume more fat and smoke more. Copyright © 2011 John Wiley & Sons, Ltd.

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  • E. Van de Poel & O. O'Donnell & E. Van Doorslaer, 2012. "Is there a health penalty of China's rapid urbanization?," Health Economics, John Wiley & Sons, Ltd., vol. 21(4), pages 367-385, April.
  • Handle: RePEc:wly:hlthec:v:21:y:2012:i:4:p:367-385
    DOI: 10.1002/hec.1717
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    as
    1. Zhang, Xiaobo & Kanbur, Ravi, 2005. "Spatial inequality in education and health care in China," China Economic Review, Elsevier, vol. 16(2), pages 189-204.
    2. Verbeek, Marno & Nijman, Theo, 1992. "Testing for Selectivity Bias in Panel Data Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 681-703, August.
    3. Gordon G. Liu & Xiaodong Wu & Chaoyang Peng & Alex Z. Fu, 2003. "Urbanization And Health Care In Rural China," Contemporary Economic Policy, Western Economic Association International, vol. 21(1), pages 11-24, January.
    4. Rodrigo R. Soares, 2007. "On the Determinants of Mortality Reductions in the Developing World," Population and Development Review, The Population Council, Inc., vol. 33(2), pages 247-287, June.
    5. Lu, Yang & Goldman, Dana, 2010. "The Effects of Relative Food Prices on Obesity – Evidence from China: 1991-2006," Working Papers 58249, American Association of Wine Economists.
    6. Liu, Yuanli & Hsiao, William C. & Eggleston, Karen, 1999. "Equity in health and health care: the Chinese experience," Social Science & Medicine, Elsevier, vol. 49(10), pages 1349-1356, November.
    7. Van de Poel, Ellen & O'Donnell, Owen & Van Doorslaer, Eddy, 2009. "Urbanization and the spread of diseases of affluence in China," Economics & Human Biology, Elsevier, vol. 7(2), pages 200-216, July.
    8. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    10. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    11. Monda, Keri L. & Gordon-Larsen, Penny & Stevens, June & Popkin, Barry M., 2007. "China's transition: The effect of rapid urbanization on adult occupational physical activity," Social Science & Medicine, Elsevier, vol. 64(4), pages 858-870, February.
    12. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    13. Angus Deaton, 2010. "Income, Aging, Health and Well-Being around the World: Evidence from the Gallup World Poll," NBER Chapters, in: Research Findings in the Economics of Aging, pages 235-263, National Bureau of Economic Research, Inc.
    14. Liu, Gordon G. & Dow, William H. & Fu, Alex Z. & Akin, John & Lance, Peter, 2008. "Income productivity in China: On the role of health," Journal of Health Economics, Elsevier, vol. 27(1), pages 27-44, January.
    15. Richard A. Easterlin, 1980. "Population and Economic Change in Developing Countries," NBER Books, National Bureau of Economic Research, Inc, number east80-1, May.
    16. Van de Poel, Ellen & O'Donnell, Owen & Van Doorslaer, Eddy, 2007. "Are urban children really healthier? Evidence from 47 developing countries," Social Science & Medicine, Elsevier, vol. 65(10), pages 1986-2003, November.
    17. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    18. Petri Böckerman & Pekka Ilmakunnas, 2009. "Unemployment and self‐assessed health: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 161-179, February.
    19. Andrew M. Jones & Xander Koolman & Nigel Rice, 2006. "Health‐related non‐response in the British Household Panel Survey and European Community Household Panel: using inverse‐probability‐weighted estimators in non‐linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 543-569, July.
    20. James C. Riley, 2005. "The Timing and Pace of Health Transitions around the World," Population and Development Review, The Population Council, Inc., vol. 31(4), pages 741-764, December.
    21. Ellen van de Poel & Owen O'Donnell & Eddy van Doorslaer, 2007. "Are Urban Children really healthier?," Tinbergen Institute Discussion Papers 07-035/3, Tinbergen Institute.
    22. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    23. Woods, Robert, 1985. "The Effects of Population Redistribution on the Level of Mortality in Nineteenth-Century England and Wales," The Journal of Economic History, Cambridge University Press, vol. 45(03), pages 645-651, September.
    24. David Cutler & Grant Miller, 2005. "The role of public health improvements in health advances: The twentieth-century United States," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 1-22, February.
    25. Nijman, T.E. & Verbeek, M.J.C.M., 1992. "Testing for selectivity in panel data models," Other publications TiSEM 7ec34a6c-1d84-4052-971c-d, Tilburg University, School of Economics and Management.
    26. Liu, Yuanli, 2002. "Reforming China's urban health insurance system," Health Policy, Elsevier, vol. 60(2), pages 133-150, May.
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    19. Ameye, Hannah & De Weerdt, Joachim, 2020. "Child health across the rural–urban spectrum," World Development, Elsevier, vol. 130(C).
    20. Anning Hu, 2014. "The Health Benefits of College Education in Urban China: Selection Bias and Heterogeneity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(3), pages 1101-1121, February.
    21. Mulubrhan Amare & Kibrom A. Abay & Channing Arndt & Bekele Shiferaw, 2021. "Youth Migration Decisions in Sub‐Saharan Africa: Satellite‐Based Empirical Evidence from Nigeria," Population and Development Review, The Population Council, Inc., vol. 47(1), pages 151-179, March.
    22. Ameye, H., 2018. "Secondary Towns The Nutritional Sweet Spot. A study of East Africa," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277211, International Association of Agricultural Economists.

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