IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v66y2021ics1043951x21000109.html
   My bibliography  Save this article

Why is inequality higher among the old? Evidence from China

Author

Listed:
  • Hanewald, Katja
  • Jia, Ruo
  • Liu, Zining

Abstract

This paper studies income inequality in old age and its development over the life cycle. We show that income is more unequally distributed in old age than in working age. We combine the regression-based inequality decomposition method and the three-step mediating effect test to analyze the transmission of income inequality from initial socioeconomic differences to income inequality in old age. Our study is based on a panel of over 4000 old households from the China Health and Nutrition Survey during 1991–2015. We find that the urban-rural gap and educational inequality are the primary causes of old-age income inequality. The effect of the urban-rural gap is partially mediated by educational inequality. Inequality accumulates with age and is reinforced in old age by the fragmented Chinese public pension system.

Suggested Citation

  • Hanewald, Katja & Jia, Ruo & Liu, Zining, 2021. "Why is inequality higher among the old? Evidence from China," China Economic Review, Elsevier, vol. 66(C).
    • Handle: RePEc:eee:chieco:v:66:y:2021:i:c:s1043951x21000109
    DOI: 10.1016/j.chieco.2021.101592
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X21000109
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.chieco.2021.101592?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    2. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    3. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    4. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    5. François Bourguignon & Francisco Ferreira & Phillippe Leite, 2008. "Beyond Oaxaca–Blinder: Accounting for differences in household income distributions," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(2), pages 117-148, June.
    6. Wang, Le, 2013. "Estimating returns to education when the IV sample is selective," Labour Economics, Elsevier, vol. 21(C), pages 74-85.
    7. Coder, John & Rainwater, Lee & Smeeding, Timothy M, 1989. "Inequality among Children and Elderly in Ten Modern Nations: The United States in an International Context," American Economic Review, American Economic Association, vol. 79(2), pages 320-324, May.
    8. Gustafsson, Björn & LI, Shi & Sato, Hiroshi, 2014. "Data for studying earnings, the distribution of household income and poverty in China," China Economic Review, Elsevier, vol. 30(C), pages 419-431.
    9. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Global Inequality Dynamics: New Findings from WID.world," American Economic Review, American Economic Association, vol. 107(5), pages 404-409, May.
    10. Wang, Lijian & Béland, Daniel & Zhang, Sifeng, 2014. "Pension fairness in China," China Economic Review, Elsevier, vol. 28(C), pages 25-36.
    11. Martin Huber, 2015. "Causal Pitfalls in the Decomposition of Wage Gaps," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 179-191, April.
    12. Angus Deaton & Christina Paxson, 1997. "The effects of economic and population growth on national saving and inequality," Demography, Springer;Population Association of America (PAA), vol. 34(1), pages 97-114, February.
    13. Hanewald, Katja & Bateman, Hazel & Fang, Hanming & Wu, Shang, 2020. "Is there a demand for reverse mortgages in China? Evidence from two online surveys," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 19-37.
    14. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    15. Hanming Fang & Jin Feng, 2018. "The Chinese Pension System," NBER Working Papers 25088, National Bureau of Economic Research, Inc.
    16. Timm Bönke & Carsten Schröder & Katharina Schulte, 2010. "Incomes and Inequality in the Long Run: The Case of German Elderly," German Economic Review, Verein für Socialpolitik, vol. 11(4), pages 487-510, November.
    17. Jungmin Lee, 2008. "Sibling size and investment in children’s education: an asian instrument," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(4), pages 855-875, October.
    18. SOLOGON Denisa & VAN KERM Philippe & LI Jinjing & O'DONOGHUE Cathal, 2018. "Accounting for Differences in Income Inequality across Countries: Ireland and the United Kingdom," LISER Working Paper Series 2018-01, Luxembourg Institute of Socio-Economic Research (LISER).
    19. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    20. Milton Friedman, 1957. "The Permanent Income Hypothesis," NBER Chapters, in: A Theory of the Consumption Function, pages 20-37, National Bureau of Economic Research, Inc.
    21. Zhuang, Juzhong & Li, Shi, 2016. "Understanding Recent Trends in Income Inequality in the People’s Republic of China," ADB Economics Working Paper Series 489, Asian Development Bank.
    22. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    23. Raül Santaeulàlia-Llopis & Yu Zheng, 2018. "The Price of Growth: Consumption Insurance in China 1989–2009," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 1-35, October.
    24. Cai, Fang & Giles, John & Meng, Xin, 2006. "How well do children insure parents against low retirement income? An analysis using survey data from urban China," Journal of Public Economics, Elsevier, vol. 90(12), pages 2229-2255, December.
    25. Chamon, Marcos & Liu, Kai & Prasad, Eswar, 2013. "Income uncertainty and household savings in China," Journal of Development Economics, Elsevier, vol. 105(C), pages 164-177.
    26. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    27. Yunfan Yang & Huan Wang & Linxiu Zhang & Sean Sylvia & Renfu Luo & Yaojiang Shi & Wei Wang & Scott Rozelle, 2015. "The Han-Minority Achievement Gap, Language, and Returns to Schools in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 63(2), pages 319-359.
    28. Bruce D. Meyer & James X. Sullivan, 2013. "Consumption and Income Inequality and the Great Recession," American Economic Review, American Economic Association, vol. 103(3), pages 178-183, May.
    29. Rui Zhao & Yaohui Zhao, 2018. "The Gender Pension Gap in China," Feminist Economics, Taylor & Francis Journals, vol. 24(2), pages 218-239, April.
    30. Li, Hongbin & Liu, Pak Wai & Zhang, Junsen, 2012. "Estimating returns to education using twins in urban China," Journal of Development Economics, Elsevier, vol. 97(2), pages 494-504.
    31. Molero-Simarro, Ricardo, 2017. "Inequality in China revisited. The effect of functional distribution of income on urban top incomes, the urban-rural gap and the Gini index, 1978–2015," China Economic Review, Elsevier, vol. 42(C), pages 101-117.
    32. Liao, Pei-Ju, 2013. "The one-child policy: A macroeconomic analysis," Journal of Development Economics, Elsevier, vol. 101(C), pages 49-62.
    33. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    34. Orley Ashenfelter & David J. Zimmerman, 1997. "Estimates Of The Returns To Schooling From Sibling Data: Fathers, Sons, And Brothers," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 1-9, February.
    35. Hospido, Laura & Moral-Benito, Enrique, 2016. "The public sector wage premium in Spain: Evidence from longitudinal administrative data," Labour Economics, Elsevier, vol. 42(C), pages 101-122.
    36. Li, Jinjing & Wang, Xinmei & Xu, Jing & Yuan, Chang, 2020. "The role of public pensions in income inequality among elderly households in China 1988–2013," China Economic Review, Elsevier, vol. 61(C).
    37. John Knight & Li Shi & Deng Quheng, 2010. "Education and the Poverty Trap in Rural China: Closing the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 38(1), pages 1-24.
    38. Haiyan Ding & Hui He, 2018. "A Tale of Transition: An Empirical Analysis of Economic Inequality in Urban China, 1986-2009," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 106-137, July.
    39. Wei Zheng & Zining Liu & Ruo Jia, 2019. "How private sector participation improves retirement preparation: A case from China," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(1), pages 123-147, January.
    40. Burzynski, Michal & Deuster, Christoph & Docquier, Frédéric, 2020. "Geography of skills and global inequality," Journal of Development Economics, Elsevier, vol. 142(C).
    41. Deaton, Angus & Paxson, Christina, 1994. "Intertemporal Choice and Inequality," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 437-467, June.
    42. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    43. Cao, Kang Hua & Birchenall, Javier A., 2013. "Agricultural productivity, structural change, and economic growth in post-reform China," Journal of Development Economics, Elsevier, vol. 104(C), pages 165-180.
    44. 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.
    45. Wan, Guanghua, 2004. "Accounting for income inequality in rural China: a regression-based approach," Journal of Comparative Economics, Elsevier, vol. 32(2), pages 348-363, June.
    46. Zhong, Hai, 2011. "The impact of population aging on income inequality in developing countries: Evidence from rural China," China Economic Review, Elsevier, vol. 22(1), pages 98-107, March.
    47. Timm Bönke & Carsten Schröder & Katharina Schulte, 2010. "Incomes and Inequality in the Long Run: The Case of German Elderly," German Economic Review, Verein für Socialpolitik, vol. 11(4), pages 487-510, November.
    48. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    49. Xudong Chen & Bihong Huang & Shaoshuai Li, 2018. "Population ageing and inequality: Evidence from China," The World Economy, Wiley Blackwell, vol. 41(8), pages 1976-2000, August.
    50. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    51. Emmanuel Saez & Gabriel Zucman, 2016. "Editor's Choice Wealth Inequality in the United States since 1913: Evidence from Capitalized Income Tax Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 519-578.
    52. Connelly, Rachel & Maurer-Fazio, Margaret, 2016. "Left behind, at-risk, and vulnerable elders in rural China," China Economic Review, Elsevier, vol. 37(C), pages 140-153.
    53. Angus S. Deaton & Pierre-Olivier Gourinchas & Christina Paxson, 2002. "Social Security and Inequality over the Life Cycle," NBER Chapters, in: The Distributional Aspects of Social Security and Social Security Reform, pages 115-148, National Bureau of Economic Research, Inc.
    54. Martin Huber & Anna Solovyeva, 2020. "On the Sensitivity of Wage Gap Decompositions," Journal of Labor Research, Springer, vol. 41(1), pages 1-33, June.
    55. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    56. Katja Hanewald & Thomas Post & Michael Sherris, 2016. "Portfolio Choice in Retirement—What is The Optimal Home Equity Release Product?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(2), pages 421-446, June.
    57. Steven Prus, 2000. "Income Inequality as a Canadian Cohort Ages: An Analysis of the Later Life Course," LIS Working papers 237, LIS Cross-National Data Center in Luxembourg.
    58. Zhi Luo & Guanghua Wan & Chen Wang & Xun Zhang, 2018. "Aging and inequality: The link and transmission mechanisms," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 885-903, August.
    59. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    60. Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
    61. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    62. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    63. Haizheng Li & Yi Luo, 2004. "Reporting errors, ability heterogeneity, and returns to schooling in China," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 191-207, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiao Yan & Saidatulakmal Mohd, 2023. "Trends and Causes of Regional Income Inequality in China," Sustainability, MDPI, vol. 15(9), pages 1-18, May.
    2. Haisen Wang & Gangqiang Yang & Ziyang Yue, 2023. "Breaking through ingrained beliefs: revisiting the impact of the digital economy on carbon emissions," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    3. Deng, Yuanyuan & Fang, Hanming & Hanewald, Katja & Wu, Shang, 2023. "Delay the Pension Age or Adjust the Pension Benefit? Implications for Labor Supply and Individual Welfare in China," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 1192-1215.
    4. Tao Tang & Lizeth Cuesta & Brayan Tillaguango & Rafael Alvarado & Abdul Rehman & Diana Bravo-Benavides & Natalia Zárate, 2022. "Causal Link between Technological Innovation and Inequality Moderated by Public Spending, Manufacturing, Agricultural Employment, and Export Diversification," Sustainability, MDPI, vol. 14(14), pages 1-25, July.
    5. Gustafsson, Björn Anders & Zhang, Peng & Jia, Hanrui, 2023. "How and Why the Gender Pension Gap in Urban China Decreased between 1988 and 2018," IZA Discussion Papers 16558, Institute of Labor Economics (IZA).
    6. Preston, Alison & Qiu, Lili & Wright, Robert E., 2022. "A Study of the Chinese Gender Gap in Financial Literacy," IZA Discussion Papers 15253, Institute of Labor Economics (IZA).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tim Leunig & Maria Stanfors, 2010. "Piece-rates and prosperity: evidence from the late nineteenth-century tobacco industry," Working Papers 10003, Economic History Society.
    2. Ravi Srivastava, 2019. "Emerging Dynamics of Labour Market Inequality in India: Migration, Informality, Segmentation and Social Discrimination," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 62(2), pages 147-171, June.
    3. Weni Lidya, Sukma & Kadir, Kadir, 2019. "Decomposition of the Gender Wage Gap in Indonesia: Analysis from Sakernas Data," MPRA Paper 94930, University Library of Munich, Germany.
    4. Neil Foster-McGregor & Sebastian Leitner & Sandra M. Leitner & Johannes Pöschl & Robert Stehrer, 2014. "Earnings Distributions and Dimensions of Inequality," wiiw Research Reports 399, The Vienna Institute for International Economic Studies, wiiw.
    5. Boris Kaiser, 2016. "Decomposing differences in arithmetic means: a doubly robust estimation approach," Empirical Economics, Springer, vol. 50(3), pages 873-899, May.
    6. Christophe Nordman & François Roubaud, 2005. "Reassessing the Gender Wage Gap: Does Labour Force Attachment Really Matter? Evidence from Matched Labour Force and Biographical Surveys in Madagascar," Working Papers 16, ECINEQ, Society for the Study of Economic Inequality.
    7. Michael Weber & Jan Kluge, 2015. "Decomposing the German East-West wage gap," ERSA conference papers ersa15p636, European Regional Science Association.
    8. Jan Kluge & Michael Weber, 2018. "Decomposing the German East–West wage gap," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(1), pages 91-125, January.
    9. Livanos, Ilias & Pouliakas, Konstantinos, 2009. "The Gender Wage Gap as a Function of Educational Degree Choices in an Occupationally Segregated EU Country," IZA Discussion Papers 4636, Institute of Labor Economics (IZA).
    10. Günalp, Burak & Cilasun, Seyit Mümin & Acar, Elif Öznur, 2013. "Male-Female Labor Market Participation and the Extent of Gender-Based Wage Discrimination in Turkey," MPRA Paper 51503, University Library of Munich, Germany.
    11. Gomes, Magno Rogério & Souza, Solange de Cássia Inforzato de & Mantovani, Gabriela Gomes & Paiva, Vanessa Fortunato de, 2020. "Wage gap decomposition models: A methodological contribution," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2), March.
    12. Zhang, Li & Sharpe, Rhonda Vonshay & Li, Shi & Darity, William A., 2016. "Wage differentials between urban and rural-urban migrant workers in China," China Economic Review, Elsevier, vol. 41(C), pages 222-233.
    13. Gomes, Magno Rogério & Souza, Solange de Cássia Inforzato de & Mantovani, Gabriela Gomes & Paiva, Vanessa Fortunato de, 2019. "Wage gap decomposition models: A methodological contribution," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2).
    14. Mizunoya, Suguru & Mitra, Sophie & Yamasaki, Izumi, 2018. "Disability and school attendance in 15 low- and middle-income countries," World Development, Elsevier, vol. 104(C), pages 388-403.
    15. Jakub Picka, 2014. "Problém "public-private pay gap" v České republice [The Public-Private Pay Gap in the Czech Republic]," Politická ekonomie, Prague University of Economics and Business, vol. 2014(5), pages 662-682.
    16. Zelda Okatch & Abu Siddique & Anu Rammohan, 2013. "Determinants of Income Inequality in Botswana," Economics Discussion / Working Papers 13-15, The University of Western Australia, Department of Economics.
    17. Zagler, Martin & Amighini, Alessia & Fang, Weidi, 2023. "On the evolution of the wage premium for party membership in China," Department of Economics Working Paper Series 351, WU Vienna University of Economics and Business.
    18. Karen Mumford & Cristina Sechel, 2020. "Pay and Job Rank among Academic Economists in the UK: Is Gender Relevant?," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 82-113, March.
    19. Mustafizur Rahman & Marzuka Md. Al-Hasan, 2019. "Women in Bangladesh Labour Market: Determinants of Participation, Gender Wage Gap and Returns to Schooling," CPD Working Paper 124, Centre for Policy Dialogue (CPD).
    20. Tushar Agrawal, 2014. "Gender and caste-based wage discrimination in India: some recent evidence [Geschlecht und Kaste-ansässige Lohndiskriminierung in Indien: Einige Neue Beweise]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(4), pages 329-340, December.

    More about this item

    Keywords

    Inequality; Decomposition; Urban-rural gap; Pensions; China;
    All these keywords.

    JEL classification:

    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • P36 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:66:y:2021:i:c:s1043951x21000109. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.