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Intergenerational Earnings Mobility and Returns to Education in Hong Kong: A Developed Society with High Economic Inequality

Author

Listed:
  • Chenhong Peng

    (The University of Hong Kong)

  • Paul Siu Fai Yip

    (The University of Hong Kong
    The University of Hong Kong)

  • Yik Wa Law

    (The University of Hong Kong)

Abstract

The Great Gatsby curve shows societies with higher levels of economic inequality to exhibit lower levels of intergenerational mobility, with such mobility influenced by educational opportunities. Hong Kong features one of the world’s largest degrees of economic inequality, but has also witnessed a substantial expansion in tertiary education in the past two decades. This paper investigates the change in intergenerational earnings mobility and returns to education in Hong Kong over time. Data were drawn from the 1996, 2006 and 2016 Hong Kong Population By-Censuses. Instrumental variables regression was performed to estimate the change in the average level of such mobility, and instrumental variables quantile regression to estimate the change in the non-linear pattern of intergenerational mobility and returns to education. The findings show the average level of intergenerational mobility has been improved, with intergenerational elasticity decreasing from 0.37 in 1996 to 0.26 in 2006 and 0.23 in 2016. However, intergenerational economic transmission among high-earners remains persistently strong. Examination of the non-linear pattern shows that it is the reproduction of wealth rather than the reproduction of poverty that has led to intergenerational persistence in Hong Kong. A similar pattern was observed in 1996, 2006 and 2016. Returns to non-degree tertiary education were similar across the earnings distribution in 1996 and 2016 but more valuable for low-earners in 2006. Degree-level tertiary education is persistently more valuable for high- than low-earners, which exacerbated earnings inequality in 1996, 2006 and 2016.

Suggested Citation

  • Chenhong Peng & Paul Siu Fai Yip & Yik Wa Law, 2019. "Intergenerational Earnings Mobility and Returns to Education in Hong Kong: A Developed Society with High Economic Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 133-156, May.
    • Handle: RePEc:spr:soinre:v:143:y:2019:i:1:d:10.1007_s11205-018-1968-2
    DOI: 10.1007/s11205-018-1968-2
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    as
    1. Quheng Deng & Björn Gustafsson & Shi Li, 2013. "Intergenerational Income Persistence in Urban China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(3), pages 416-436, September.
    2. Pekkarinen, Tuomas & Pekkala, Sari & Uusitalo, Roope, 2006. "Educational policy and intergenerational income mobility: evidence from the Finnish comprehensive school reform," Working Paper Series 2006:13, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    3. Jo Blanden, 2013. "Cross-Country Rankings In Intergenerational Mobility: A Comparison Of Approaches From Economics And Sociology," Journal of Economic Surveys, Wiley Blackwell, vol. 27(1), pages 38-73, February.
    4. Paul Gregg & Lindsey Macmillan & Claudia Vittori, 2015. "Nonlinear Estimation of Lifetime Intergenerational Economic Mobility and the Role of Education," DoQSS Working Papers 15-03, Quantitative Social Science - UCL Social Research Institute, University College London.
    5. Blanden, Jo, 2013. "Cross-national rankings of intergenerational mobility: a comparison of approaches from economics and sociology," LSE Research Online Documents on Economics 59310, London School of Economics and Political Science, LSE Library.
    6. Giorgio Brunello & Margherita Fort & Guglielmo Weber, 2009. "Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe," Economic Journal, Royal Economic Society, vol. 119(536), pages 516-539, March.
    7. Robert Lucas & Sari Kerr, 2013. "Intergenerational income immobility in Finland: contrasting roles for parental earnings and family income," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(3), pages 1057-1094, July.
    8. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    9. Dennis Sullivan & Timothy Smeeding, 1997. "Educational Attainment and Earnings Inequality in Eight Nations," LIS Working papers 164, LIS Cross-National Data Center in Luxembourg.
    10. Gary Solon, 2002. "Cross-Country Differences in Intergenerational Earnings Mobility," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 59-66, Summer.
    11. Laura Chadwick & Gary Solon, 2002. "Intergenerational Income Mobility Among Daughters," American Economic Review, American Economic Association, vol. 92(1), pages 335-344, March.
    12. Bhashkar Mazumder, 2005. "Fortunate Sons: New Estimates of Intergenerational Mobility in the United States Using Social Security Earnings Data," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 235-255, May.
    13. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
    14. Kan Kamhon & Li I-Hsin & Wang Ruei-Hua, 2015. "Intergenerational Income Mobility in Taiwan: Evidence from TS2SLS and Structural Quantile Regression," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 15(1), pages 1-28, January.
    15. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    16. Nathan D. Grawe & Casey B. Mulligan, 2002. "Economic Interpretations of Intergenerational Correlations," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 45-58, Summer.
    17. Francisca Antman & David J. McKenzie, 2007. "Earnings Mobility and Measurement Error: A Pseudo-Panel Approach," Economic Development and Cultural Change, University of Chicago Press, vol. 56(1), pages 125-161, October.
    18. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    19. Chun-Hung Lin & Chih-Hai Yang, 2009. "An Analysis of Educational Inequality in Taiwan After the Higher Education Expansion," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 90(2), pages 295-305, January.
    20. Ueda Atsuko, 2009. "Intergenerational Mobility of Earnings and Income in Japan," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-27, December.
    21. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
    22. Cheti Nicoletti & Marco Francesconi, 2006. "Intergenerational mobility and sample selection in short panels," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1265-1293.
    23. Santiago Budría, 2011. "Are Educational Mismatches Responsible for the ‘Inequality Increasing Effect’ of Education?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(3), pages 409-437, July.
    24. 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.
    25. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez & Nicholas Turner, 2014. "Is the United States Still a Land of Opportunity? Recent Trends in Intergenerational Mobility," American Economic Review, American Economic Association, vol. 104(5), pages 141-147, May.
    26. Miles Corak, 2006. "Do Poor Children Become Poor Adults? Lessons from a Cross-Country Comparison of Generational Earnings Mobility," Research on Economic Inequality, in: Dynamics of Inequality and Poverty, pages 143-188, Emerald Group Publishing Limited.
    27. Victor Chernozhukov & Christian Hansen, 2004. "The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 735-751, August.
    28. Eric R. Eide & Mark H. Showalter, 1999. "Factors Affecting the Transmission of Earnings across Generations: A Quantile Regression Approach," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 253-267.
    29. Zimmerman, David J, 1992. "Regression toward Mediocrity in Economic Stature," American Economic Review, American Economic Association, vol. 82(3), pages 409-429, June.
    30. Mwabu, Germano & Schultz, T Paul, 1996. "Education Returns across Quantiles of the Wage Function: Alternative Explanations for Returns to Education by Race in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 335-339, May.
    31. Chen, Wen-Hao & Ostrovsky, Yuri & Piraino, Patrizio, 2017. "Lifecycle variation, errors-in-variables bias and nonlinearities in intergenerational income transmission: new evidence from Canada," Labour Economics, Elsevier, vol. 44(C), pages 1-12.
    32. Ng Irene, 2007. "Intergenerational Income Mobility in Singapore," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-35, October.
    33. Cheung, Y. B. & Yip, Paul S. F., 2001. "Social patterns of birth weight in Hong Kong, 1984-1997," Social Science & Medicine, Elsevier, vol. 52(7), pages 1135-1141, April.
    34. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    35. 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.
    36. Ian Holliday, 2000. "Productivist Welfare Capitalism: Social Policy in East Asia," Political Studies, Political Studies Association, vol. 48(4), pages 706-723, September.
    37. Grawe, Nathan D., 2006. "Lifecycle bias in estimates of intergenerational earnings persistence," Labour Economics, Elsevier, vol. 13(5), pages 551-570, October.
    38. Hon‐Kwong Lui & Wing Suen, 2005. "The Shrinking Earnings Premium for University Graduates in Hong Kong: The Effect of Quantity or Quality?," Contemporary Economic Policy, Western Economic Association International, vol. 23(2), pages 242-254, April.
    39. Gordon Anderson & Teng Leo & Robert Muelhaupt, 2014. "Measuring Advances in Equality of Opportunity: The Changing Gender Gap in Educational Attainment in Canada in the Last Half Century," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(1), pages 73-99, October.
    40. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
    41. Paul Glewwe, 2012. "How Much of Observed Economic Mobility is Measurement Error? IV Methods to Reduce Measurement Error Bias, with an Application to Vietnam," The World Bank Economic Review, World Bank, vol. 26(2), pages 236-264.
    42. Dunn Christopher E, 2007. "The Intergenerational Transmission of Lifetime Earnings: Evidence from Brazil," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-42, October.
    43. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    44. Kwong-Leung Tang, 1998. "East Asian Newly Industrializing Countries: Economic Growth and Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 43(1), pages 69-96, February.
    45. Michele Raitano & Claudia Vittori & Francesco Vona, 2016. "The effect of parental background along the sons’ earnings distribution: does one pattern fit for all?," Applied Economics Letters, Taylor & Francis Journals, vol. 23(15), pages 1073-1078, October.
    46. Emran, M. Shahe & Greene, William H & Shilpi, Forhad, 2015. "When measure matters: coresident sample selection bias in estimating intergenerational mobility in developing countries," MPRA Paper 65920, University Library of Munich, Germany.
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    Cited by:

    1. Lijie Song, 2022. "Examining the Relationship Between Intergenerational Upward Mobility and Inequality: Evidence from Panel Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 1-27, August.
    2. Chenhong Peng & Paul S. F. Yip & Yik Wa Law, 2020. "What Factors Beyond Economic Poverty Lead People in High-income Societies to Feel Poor? Evidence from Hong Kong," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(3), pages 991-1027, December.

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