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The Impacts of COVID-19 Shock on Intergenerational Income Mobility: Evidence from China

Author

Listed:
  • Shiqi Jiang

    (School of Economics and Resource Management, Beijing Normal University, Beijing 100875, China)

  • Lingli Qi

    (Energy Center, University of Auckland, Auckland 1010, New Zealand)

  • Xinyue Lin

    (School of Economics and Resource Management, Beijing Normal University, Beijing 100875, China)

Abstract

The COVID-19 crisis has caused a huge negative shock to economic activities worldwide, leading to a reduction in income and changes in income distribution. Intergenerational mobility is an important indicator of sustainable social development. This paper explores the short-term impacts of the sudden COVID-19 pandemic on intergenerational income mobility and personal income in China. Using the variation in the number of confirmed cases across provinces, we construct a province-level pandemic intensity index and combine it with individual data from the China Family Panel Studies (CFPS). We apply a general difference-in-difference strategy to identify the causal effect of the pandemic on intergenerational income mobility. We find that personal income is positively related to parental income, and that the COVID-19 crisis has caused a decline in individual income and exacerbated intergenerational income persistence. A more intense COVID-19 pandemic shock is associated with a larger increase in intergenerational income elasticity and intergenerational income rank–rank slope. We found that with one standard deviation increase in local pandemic intensity, the intergenerational income elasticity increases by 0.315 and the intergenerational income rank–rank slope increases by 0.198 on average. The mechanism testing suggests that heterogeneous effects among different groups are the force underlying the results. Low-income, low-skilled, and low-parental-income individuals have suffered a more severe impact from the pandemic shock.

Suggested Citation

  • Shiqi Jiang & Lingli Qi & Xinyue Lin, 2022. "The Impacts of COVID-19 Shock on Intergenerational Income Mobility: Evidence from China," IJERPH, MDPI, vol. 19(18), pages 1-20, September.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:18:p:11546-:d:914340
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    as
    1. Daron Acemoglu, 2003. "Cross-Country Inequality Trends," Economic Journal, Royal Economic Society, vol. 113(485), pages 121-149, February.
    2. Murillo Campello & Gaurav Kankanhalli & Pradeep Muthukrishnan, 2020. "Corporate Hiring under COVID-19: Labor Market Concentration, Downskilling, and Income Inequality," NBER Working Papers 27208, National Bureau of Economic Research, Inc.
    3. Andrea Ichino & Loukas Karabarbounis & Enrico Moretti, 2011. "The Political Economy Of Intergenerational Income Mobility," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 47-69, January.
    4. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    5. Liu, Qijun & Peng, Yaping, 2015. "Corruption in college admissions examinations in China," International Journal of Educational Development, Elsevier, vol. 41(C), pages 104-111.
    6. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    7. Aiyar, Shekhar & Ebeke, Christian, 2020. "Inequality of opportunity, inequality of income and economic growth," World Development, Elsevier, vol. 136(C).
    8. Chen, Yuyu & Naidu, Suresh & Yu, Tinghua & Yuchtman, Noam, 2015. "Intergenerational mobility and institutional change in 20th century China," Explorations in Economic History, Elsevier, vol. 58(C), pages 44-73.
    9. Jinjing Li & Yogi Vidyattama & Hai Anh La & Riyana Miranti & Denisa M. Sologon, 2022. "Estimating the Impact of Covid-19 and Policy Responses on Australian Income Distribution Using Incomplete Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(1), pages 1-31, July.
    10. Gary S. Becker & Scott Duke Kominers & Kevin M. Murphy & Jörg L. Spenkuch, 2018. "A Theory of Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 7-25.
    11. Vijverberg, Chu-Ping C., 1996. "Macroeconomic conditions, class mobility, and inequality," Journal of Macroeconomics, Elsevier, vol. 18(2), pages 315-340.
    12. Yi Fan & Junjian Yi & Junsen Zhang, 2021. "Rising Intergenerational Income Persistence in China," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 202-230, February.
    13. Graeber, Daniel & Kritikos, Alexander S. & Seebauer, Johannes, 2021. "COVID-19: a crisis of the female self-employed," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 34(4), pages 1141-1187.
    14. Mike Brewer & Iva Valentinova Tasseva, 2021. "Did the UK policy response to Covid-19 protect household incomes?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 433-458, September.
    15. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    16. Heckman, James J. & Landerso, Rasmus, 2021. "Lessons from Denmark about Inequality and Social Mobility," IZA Discussion Papers 14185, Institute of Labor Economics (IZA).
    17. Christopher Herrington, 2015. "Public Education Financing, Earnings Inequality, and Intergenerational Mobility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 822-842, October.
    18. Haoming Liu & Jinli Zeng, 2009. "Genetic ability and intergenerational earnings mobility," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(1), pages 75-95, January.
    19. Lou, Jing & Li, Jie, 2022. "Export expansion and intergenerational education mobility: Evidence from China," China Economic Review, Elsevier, vol. 73(C).
    20. Mayer, Susan E. & Lopoo, Leonard M., 2008. "Government spending and intergenerational mobility," Journal of Public Economics, Elsevier, vol. 92(1-2), pages 139-158, February.
    21. Guo, Feng & Huang, Yiping & Wang, Jingyi & Wang, Xue, 2022. "The informal economy at times of COVID-19 pandemic," China Economic Review, Elsevier, vol. 71(C).
    22. Huang, Xiao & Huang, Shoujun & Shui, Ailun, 2021. "Government spending and intergenerational income mobility: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 387-414.
    23. Qin, Xuezheng & Wang, Tianyu & Zhuang, Castiel Chen, 2016. "Intergenerational transfer of human capital and its impact on income mobility: Evidence from China," China Economic Review, Elsevier, vol. 38(C), pages 306-321.
    24. Aydemir, Abdurrahman B. & Yazici, Hakki, 2019. "Intergenerational education mobility and the level of development," European Economic Review, Elsevier, vol. 116(C), pages 160-185.
    25. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2020. "Labor demand in the time of COVID-19: Evidence from vacancy postings and UI claims," Journal of Public Economics, Elsevier, vol. 189(C).
    26. Susan Dynarski & CJ Libassi & Katherine Michelmore & Stephanie Owen, 2021. "Closing the Gap: The Effect of Reducing Complexity and Uncertainty in College Pricing on the Choices of Low-Income Students," American Economic Review, American Economic Association, vol. 111(6), pages 1721-1756, June.
    27. Lea Immel & Florian Neumeier & Andreas Peichl, 2022. "The Unequal Consequences of the Covid‐19 Pandemic: Evidence from a Large Representative German Population Survey," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 471-496, June.
    28. Zhang, Yingqiang & Eriksson, Tor, 2010. "Inequality of opportunity and income inequality in nine Chinese provinces, 1989-2006," China Economic Review, Elsevier, vol. 21(4), pages 607-616, December.
    29. Dan Andrews & Andrew Leigh, 2009. "More inequality, less social mobility," Applied Economics Letters, Taylor & Francis Journals, vol. 16(15), pages 1489-1492.
    30. Ahsan, Reshad N. & Chatterjee, Arpita, 2017. "Trade liberalization and intergenerational occupational mobility in urban India," Journal of International Economics, Elsevier, vol. 109(C), pages 138-152.
    31. Lijie Song, 2021. "Does Public Investment Promote Intergenerational Mobility? Who Really Benefits?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(1), pages 59-80, November.
    32. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
    33. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    34. Liu, Yawen & Cui, Qi & Liu, Yu & Zhang, Jinzhu & Zhou, Meifang & Ali, Tariq & Yang, Lingyu & Feng, Kuishuang & Hubacek, Klaus & Li, Xinbei, 2021. "Countermeasures against economic crisis from COVID-19 pandemic in China: An analysis of effectiveness and trade-offs," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 482-495.
    35. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    36. Fabian T. Pfeffer & Sheldon Danziger & Robert F. Schoeni, 2013. "Wealth Disparities Before and After the Great Recession," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 98-123, November.
    37. Qi Zhang & Xinxin Zhang & Qi Cui & Weining Cao & Ling He & Yexin Zhou & Xiaofan Li & Yunpeng Fan, 2022. "The Unequal Effect of the COVID-19 Pandemic on the Labour Market and Income Inequality in China: A Multisectoral CGE Model Analysis Coupled with a Micro-Simulation Approach," IJERPH, MDPI, vol. 19(3), pages 1-21, January.
    38. Crossley, Thomas F. & Fisher, Paul & Low, Hamish, 2021. "The heterogeneous and regressive consequences of COVID-19: Evidence from high quality panel data," Journal of Public Economics, Elsevier, vol. 193(C).
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