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How Commuting Time Affects Employees’ Income in China’s Urbanization Process

Author

Listed:
  • Jiajia Wei

    (School of Mathematics and Statistics, Beijing Technology and Business University, Beijing 102488, China)

  • Qiyan Wang

    (Leisure Economy Research Center, Renmin University of China, Beijing 100872, China)

  • Wang Gao

    (School of Finance, Hebei University of Economics and Business, Shijiazhuang 050062, China)

Abstract

With the deepening of China’s urbanization, the commuting time of employees is increasing. Much evidence in Western developed countries supports the positive relationship between commuting time and income, but the relationship has not been verified in China. To determine whether the relationship is in effect in China, this paper constructs a theoretical model. From the perspective of long-term equilibrium analysis, the best choice for individuals is a hard-work strategy. The increase in long-term commuting time will eventually lead to individuals working harder, thus increasing personal income. The OP model established based on the survey data of Beijing residents’ time allocation in 2011, 2016, and 2021 also verified the positive impact of commuting time on employee income, which is more significant for groups with longer commuting time and shorter leisure time. The innovation of this paper has three parts. First, the long-term dynamic decision-making game was introduced into the personal choice model to reveal the long-term impact of commuting on income. Second, we verified the positive impact of commuting time on income in China. Third, we discussed the policy implications of increasing commuting time for improving urban operation efficiency in China’s urbanization process. Finally, it is suggested that the government should reasonably plan the urban functional structure and increase the construction of public transport in infrastructure, and enterprises should explore the staggered commuting system.

Suggested Citation

  • Jiajia Wei & Qiyan Wang & Wang Gao, 2022. "How Commuting Time Affects Employees’ Income in China’s Urbanization Process," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:23:p:15977-:d:988916
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    as
    1. Zenou,Yves, 2009. "Urban Labor Economics," Cambridge Books, Cambridge University Press, number 9780521698221, October.
    2. Mihails Hazans, 2004. "Does Commuting Reduce Wage Disparities?," Growth and Change, Wiley Blackwell, vol. 35(3), pages 360-390, September.
    3. Ross, Stephen L. & Zenou, Yves, 2008. "Are shirking and leisure substitutable? An empirical test of efficiency wages based on urban economic theory," Regional Science and Urban Economics, Elsevier, vol. 38(5), pages 498-517, September.
    4. Lyons, Glenn & Jain, Juliet & Holley, David, 2007. "The use of travel time by rail passengers in Great Britain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 107-120, January.
    5. Giménez-Nadal, José Ignacio & Molina, José Alberto & Velilla, Jorge, 2022. "Trends in commuting time of European workers: A cross-country analysis," Transport Policy, Elsevier, vol. 116(C), pages 327-342.
    6. Manning, Alan, 2003. "The real thin theory: monopsony in modern labour markets," Labour Economics, Elsevier, vol. 10(2), pages 105-131, April.
    7. Sandow, Erika, 2008. "Commuting behaviour in sparsely populated areas: evidence from northern Sweden," Journal of Transport Geography, Elsevier, vol. 16(1), pages 14-27.
    8. Tim Schwanen & Frans M. Dieleman & Martin Dijst, 2004. "The Impact of Metropolitan Structure on Commute Behavior in the Netherlands: A Multilevel Approach," Growth and Change, Wiley Blackwell, vol. 35(3), pages 304-333, September.
    9. Michael Lens, 2014. "Employment Accessibility Among Housing Subsidy Recipients," Housing Policy Debate, Taylor & Francis Journals, vol. 24(4), pages 671-691, October.
    10. Guidon, Sergio & Wicki, Michael & Bernauer, Thomas & Axhausen, Kay, 2019. "The social aspect of residential location choice: on the trade-off between proximity to social contacts and commuting," Journal of Transport Geography, Elsevier, vol. 74(C), pages 333-340.
    11. Michael T. French & Ioana Popovici & Andrew R. Timming, 2020. "Analysing the effect of commuting time on earnings among young adults," Applied Economics, Taylor & Francis Journals, vol. 52(48), pages 5282-5297, October.
    12. 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.
    13. Hamermesh, Daniel S. & Burda, Michael & Genadek, Katie R., 2015. "Not Working At Work: Loafing, Unemployment and Labor Productivity," CEPR Discussion Papers 10712, C.E.P.R. Discussion Papers.
    14. Lyons, Glenn & Urry, John, 2005. "Travel time use in the information age," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 257-276.
    15. Jos Van Ommeren & Gerard J. Van Den Berg & Cees Gorter, 2000. "Estimating the Marginal Willingness to Pay for Commuting," Journal of Regional Science, Wiley Blackwell, vol. 40(3), pages 541-563, August.
    16. Brueckner, Jan K. & Thisse, Jacques-Francois & Zenou, Yves, 1999. "Why is central Paris rich and downtown Detroit poor?: An amenity-based theory," European Economic Review, Elsevier, vol. 43(1), pages 91-107, January.
    17. Cervero, Robert, 1989. "Jobs-Housing Balancing and Regional Mobility," University of California Transportation Center, Working Papers qt7mx3k73h, University of California Transportation Center.
    18. José Ignacio Giménez-Nadal & José Alberto Molina & Jorge Velilla, 2021. "Testing urban efficiency wages in France and Spain," Empirical Economics, Springer, vol. 61(4), pages 2205-2236, October.
    19. Ismir Mulalic & Jos N. Van Ommeren & Ninette Pilegaard, 2014. "Wages and Commuting: Quasi‐natural Experiments' Evidence from Firms that Relocate," Economic Journal, Royal Economic Society, vol. 124(579), pages 1086-1105, September.
    20. Plaut, Pnina O., 2006. "The intra-household choices regarding commuting and housing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(7), pages 561-571, August.
    21. Zhang, Linling & Long, Ruyin & Chen, Hong, 2019. "Do car restriction policies effectively promote the development of public transport?," World Development, Elsevier, vol. 119(C), pages 100-110.
    22. Gerald Auten & Robert Carroll, 1999. "The Effect Of Income Taxes On Household Income," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 681-693, November.
    23. Timothy, Darren & Wheaton, William C., 2001. "Intra-Urban Wage Variation, Employment Location, and Commuting Times," Journal of Urban Economics, Elsevier, vol. 50(2), pages 338-366, September.
    24. Niedzielski, Michael A. & Horner, Mark W. & Xiao, Ningchuan, 2013. "Analyzing scale independence in jobs-housing and commute efficiency metrics," Transportation Research Part A: Policy and Practice, Elsevier, vol. 58(C), pages 129-143.
    25. Zheng, Siqi & Peiser, Richard B. & Zhang, Wenzhong, 2009. "The rise of external economies in Beijing: Evidence from intra-urban wage variation," Regional Science and Urban Economics, Elsevier, vol. 39(4), pages 449-459, July.
    26. Zax, Jeffrey S., 1991. "Compensation for commutes in labor and housing markets," Journal of Urban Economics, Elsevier, vol. 30(2), pages 192-207, September.
    27. Peter Gordon & Bumsoo Lee & Harry W. Richardson, 2004. "Travel Trends in U.S. Cities: Explaining the 2000 Census Commuting Results," Working Paper 8598, USC Lusk Center for Real Estate.
    28. Ory, David T. & Mokhtarian, Patricia L., 2005. "When is getting there half the fun? Modeling the liking for travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 97-123.
    29. Duarte Henriques-Neto & Miguel Peralta & Susana Garradas & Andreia Pelegrini & André Araújo Pinto & Pedro António Sánchez-Miguel & Adilson Marques, 2020. "Active Commuting and Physical Fitness: A Systematic Review," IJERPH, MDPI, vol. 17(8), pages 1-15, April.
    30. Black, Dan A. & Kolesnikova, Natalia & Taylor, Lowell J., 2014. "Why do so few women work in New York (and so many in Minneapolis)? Labor supply of married women across US cities," Journal of Urban Economics, Elsevier, vol. 79(C), pages 59-71.
    31. Stefan Gruber, 2010. "To Migrate or to Commute?," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 2(1), pages 110-134, January.
    32. Zhao, Pengjun & Cao, Yushu, 2020. "Commuting inequity and its determinants in Shanghai: New findings from big-data analytics," Transport Policy, Elsevier, vol. 92(C), pages 20-37.
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