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Can high-speed rail improve health and alleviate health inequality? Evidence from China

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  • Chen, Fanglin
  • Hao, Xinyue
  • Chen, Zhongfei

Abstract

This study uses the China Health and Nutrition Survey data to investigate the relationship between infrastructure construction and health inequality, particularly by exploring a quasi-natural experiment, namely, high-speed rail (HSR) projects. We find that HSR accessibility improves the health of local residents with a coefficient of 0.298, which means that HSR operation will lead to a 2.30% increase in health. HSR accessibility also increases individual income, per capita household income, and the probability of purchasing medical insurance, thereby increasing the health level of individuals. Further analysis shows that HSR reduces the health gap across gender and urban–rural areas. Unfortunately, HSR also increases the health gap among different income groups.

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  • Chen, Fanglin & Hao, Xinyue & Chen, Zhongfei, 2021. "Can high-speed rail improve health and alleviate health inequality? Evidence from China," Transport Policy, Elsevier, vol. 114(C), pages 266-279.
    • Handle: RePEc:eee:trapol:v:114:y:2021:i:c:p:266-279
    DOI: 10.1016/j.tranpol.2021.10.007
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    as
    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    3. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    4. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    5. Li, Xiaomeng & Huang, Siyu & Chen, Jiawei & Chen, Qinghua, 2020. "Analysis of the driving factors of U.S. domestic population mobility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 539(C).
    6. Winkleby, M.A. & Jatulis, D.E. & Frank, E. & Fortmann, S.P., 1992. "Socioeconomic status and health: How education, income, and occupation contribute to risk factors for cardiovascular disease," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 816-820.
    7. Hartley, D., 2004. "Rural health disparities, population health, and rural culture," American Journal of Public Health, American Public Health Association, vol. 94(10), pages 1675-1678.
    8. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    9. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    10. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2016. "Air transport and high-speed rail competition: Environmental implications and mitigation strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 261-276.
    11. Jia, Shanming & Zhou, Chunyu & Qin, Chenglin, 2017. "No difference in effect of high-speed rail on regional economic growth based on match effect perspective?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 144-157.
    12. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    13. Li, Yan & Chen, Zhenhua & Wang, Peng, 2020. "Impact of high-speed rail on urban economic efficiency in China," Transport Policy, Elsevier, vol. 97(C), pages 220-231.
    14. Heller, Peter S., 1982. "A model of the demand for medical and health services in Peninsular Malaysia," Social Science & Medicine, Elsevier, vol. 16(3), pages 267-284, January.
    15. Ariell Zimran, 2018. "Transportation and Health in the Antebellum United States 1820-1847," NBER Working Papers 24943, National Bureau of Economic Research, Inc.
    16. Chandra, Amitabh & Thompson, Eric, 2000. "Does public infrastructure affect economic activity?: Evidence from the rural interstate highway system," Regional Science and Urban Economics, Elsevier, vol. 30(4), pages 457-490, July.
    17. Komei Sasaki & Tadahiro Ohashi & Asao Ando, 1997. "High-speed rail transit impact on regional systems: does the Shinkansen contribute to dispersion?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 31(1), pages 77-98.
    18. Guy Michaels, 2008. "The Effect of Trade on the Demand for Skill: Evidence from the Interstate Highway System," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 683-701, November.
    19. Germano Mwabu & Martha Ainsworth & Andrew Nyamete, 1993. "Quality of Medical Care and Choice of Medical Treatment in Kenya: An Empirical Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 838-862.
    20. Shah, Anwar, 1992. "Dynamics of Public Infrastructure, Industrial Productivity and Profitability," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 28-36, February.
    21. Meng, Xuechen & Lin, Shanlang & Zhu, Xiaochuan, 2018. "The resource redistribution effect of high-speed rail stations on the economic growth of neighbouring regions: Evidence from China," Transport Policy, Elsevier, vol. 68(C), pages 178-191.
    22. Sergey Rumyantsev & Serguei Netessine, 2007. "What Can Be Learned from Classical Inventory Models? A Cross-Industry Exploratory Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 409-429, April.
    23. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    24. Liu, Shuli & Wan, Yulai & Zhang, Anming, 2020. "Does China’s high-speed rail development lead to regional disparities? A network perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 299-321.
    25. Jin, Mengjie & Lin, Kun-Chin & Shi, Wenming & Lee, Paul T.W. & Li, Kevin X., 2020. "Impacts of high-speed railways on economic growth and disparity in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 158-171.
    26. Jacoby, Hanan G. & Minten, Bart, 2009. "On measuring the benefits of lower transport costs," Journal of Development Economics, Elsevier, vol. 89(1), pages 28-38, May.
    27. Pagliara, Francesca & Mauriello, Filomena & Garofalo, Antonio, 2017. "Exploring the interdependences between High Speed Rail systems and tourism: Some evidence from Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 300-308.
    28. Yu Qin, 2017. "‘No county left behind?’ The distributional impact of high-speed rail upgrades in China," Journal of Economic Geography, Oxford University Press, vol. 17(3), pages 489-520.
    29. Eide, Eric R. & Showalter, Mark H., 2011. "Estimating the relation between health and education: What do we know and what do we need to know?," Economics of Education Review, Elsevier, vol. 30(5), pages 778-791, October.
    30. Li, Jie & Lu, Yi & Song, Hong & Xie, Huihua, 2019. "Long-term impact of trade liberalization on human capital formation," Journal of Comparative Economics, Elsevier, vol. 47(4), pages 946-961.
    31. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    32. Short, Jack & Kopp, Andreas, 2005. "Transport infrastructure: Investment and planning. Policy and research aspects," Transport Policy, Elsevier, vol. 12(4), pages 360-367, July.
    33. Asenso-Okyere, W. Kwadwo & Osei-Akoto, Isaac & Anum, Adote & Appiah, Ernest N., 1997. "Willingness to pay for health insurance in a developing economy. A pilot study of the informal sector of Ghana using contingent valuation," Health Policy, Elsevier, vol. 42(3), pages 223-237, December.
    34. Jeremy Atack & Fred Bateman & Michael Haines & Robert A. Margo, 2009. "Did Railroads Induce Or Follow Economic Growth? Urbanization And Population Growth In The American Midwest, 1850-60," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-178, Boston University - Department of Economics.
    35. Victor R. Fuchs, 2018. "Reflections on the Socio-Economic Correlates of Health," World Scientific Book Chapters, in: Health Economics and Policy Selected Writings by Victor Fuchs, chapter 10, pages 115-124, World Scientific Publishing Co. Pte. Ltd..
    36. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    37. Phang, Sock-Yong, 2003. "Strategic development of airport and rail infrastructure: the case of Singapore," Transport Policy, Elsevier, vol. 10(1), pages 27-33, January.
    38. Wang, Lvhua & Liu, Yongxue & Sun, Chao & Liu, Yahui, 2016. "Accessibility impact of the present and future high-speed rail network: A case study of Jiangsu Province, China," Journal of Transport Geography, Elsevier, vol. 54(C), pages 161-172.
    39. Li, Hongchang & Strauss, Jack & Shunxiang, Hu & Lui, Lu, 2018. "Do high-speed railways lead to urban economic growth in China? A panel data study of China’s cities," The Quarterly Review of Economics and Finance, Elsevier, vol. 69(C), pages 70-89.
    40. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    41. Cheng Hsiao & H. Steve Ching & Shui Ki Wan, 2012. "A Panel Data Approach For Program Evaluation: Measuring The Benefits Of Political And Economic Integration Of Hong Kong With Mainland China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 705-740, August.
    42. 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.
    43. Xiaoyan Lei & Wanchuan Lin, 2009. "The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 25-46, July.
    44. Wildman, John, 2003. "Modelling health, income and income inequality: the impact of income inequality on health and health inequality," Journal of Health Economics, Elsevier, vol. 22(4), pages 521-538, July.
    45. Datta, Saugato, 2012. "The impact of improved highways on Indian firms," Journal of Development Economics, Elsevier, vol. 99(1), pages 46-57.
    46. Jones, Andrew M. & Wildman, John, 2008. "Health, income and relative deprivation: Evidence from the BHPS," Journal of Health Economics, Elsevier, vol. 27(2), pages 308-324, March.
    47. Shaw, Shih-Lung & Fang, Zhixiang & Lu, Shiwei & Tao, Ran, 2014. "Impacts of high speed rail on railroad network accessibility in China," Journal of Transport Geography, Elsevier, vol. 40(C), pages 112-122.
    48. Ke, Xiao & Chen, Haiqiang & Hong, Yongmiao & Hsiao, Cheng, 2017. "Do China's high-speed-rail projects promote local economy?—New evidence from a panel data approach," China Economic Review, Elsevier, vol. 44(C), pages 203-226.
    49. Yang, Zhiwei & Li, Can & Jiao, Jingjuan & Liu, Wei & Zhang, Fangni, 2020. "On the joint impact of high-speed rail and megalopolis policy on regional economic growth in China," Transport Policy, Elsevier, vol. 99(C), pages 20-30.
    50. Liang, Yutian & Zhou, Keyang & Li, Xun & Zhou, Zhengke & Sun, Wei & Zeng, Jiaqi, 2020. "Effectiveness of high-speed railway on regional economic growth for less developed areas," Journal of Transport Geography, Elsevier, vol. 82(C).
    51. Shuai Chen & Paulina Oliva & Peng Zhang, 2018. "Air Pollution and Mental Health: Evidence from China," NBER Working Papers 24686, National Bureau of Economic Research, Inc.
    52. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    53. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
    54. Davis, Adrian, 2005. "Transport and health--what is the connection? An exploration of concepts of health held by highways committee Chairs in England," Transport Policy, Elsevier, vol. 12(4), pages 324-333, July.
    55. Dong, Qichen & Chen, Fanglin & Chen, Zhongfei, 2020. "Airports and air pollutions: Empirical evidence from China," Transport Policy, Elsevier, vol. 99(C), pages 385-395.
    56. Dong, Xiaofang, 2018. "High-speed railway and urban sectoral employment in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 603-621.
    57. Hankivsky, Olena, 2012. "Women’s health, men’s health, and gender and health: Implications of intersectionality," Social Science & Medicine, Elsevier, vol. 74(11), pages 1712-1720.
    58. Diao, Mi, 2018. "Does growth follow the rail? The potential impact of high-speed rail on the economic geography of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 279-290.
    59. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2015. "Would competition between air transport and high-speed rail benefit environment and social welfare?," Transportation Research Part B: Methodological, Elsevier, vol. 74(C), pages 118-137.
    60. Wang, Feng & Wei, Xianjin & Liu, Juan & He, Lingyun & Gao, Mengnan, 2019. "Impact of high-speed rail on population mobility and urbanisation: A case study on Yangtze River Delta urban agglomeration, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 99-114.
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    Keywords

    China; Health; Health inequality; High-speed rail;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General

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