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The shattered “Iron Rice Bowl”: Intergenerational effects of Chinese State-Owned Enterprise reform

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  • Kong, Nancy
  • Osberg, Lars
  • Zhou, Weina

Abstract

Reform of the Chinese State-Owned Enterprise (SOE) sector in the late 1990s triggered massive layoffs (34 million employees) and marked the end of the “Iron Rice Bowl” guarantee of employment security for the remaining 67 million workers. An expanding international literature has documented the adverse health impacts of economic insecurity on adults, but has typically neglected children. This paper uses the natural experiment of SOE reform to explore the causal relationship between increased parental economic insecurity and children's BMI Z-score. Using province-year-level layoff rates and income loss from the layoffs, we estimate a generalised difference-in-differences model with child fixed effects and year fixed effects. For a medium-build 10-year-old boy, a median treatment effect implies a gain of 1.8 kg and a 2.2-percentage-point increase in the overweight rate due to the reform. Anxiety about potential losses causes weight gain for boys whose SOE parents kept their jobs. Unconditional quantile regressions suggest that boys who are heavier are more likely to gain weight. Girls are not significantly affected. Intergenerational effects therefore increase the estimated public health costs of greater economic insecurity

Suggested Citation

  • Kong, Nancy & Osberg, Lars & Zhou, Weina, 2019. "The shattered “Iron Rice Bowl”: Intergenerational effects of Chinese State-Owned Enterprise reform," Journal of Health Economics, Elsevier, vol. 67(C).
  • Handle: RePEc:eee:jhecon:v:67:y:2019:i:c:s0167629618309664
    DOI: 10.1016/j.jhealeco.2019.06.007
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    as
    1. Jacob S. Hacker & Gregory A. Huber & Austin Nichols & Philipp Rehm & Mark Schlesinger & Rob Valletta & Stuart Craig, 2014. "The Economic Security Index: A New Measure for Research and Policy Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 5-32, May.
    2. Andrew Sharpe & Lars Osberg, 2009. "New Estimates of the Index of Economic Well-being for Canada and the Provinces, 1981 - 2008," CSLS Research Reports 2009-10, Centre for the Study of Living Standards.
    3. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    4. Zhou, Weina, 2014. "Brothers, household financial markets and savings rate in China," Journal of Development Economics, Elsevier, vol. 111(C), pages 34-47.
    5. Nicholas Rohde & KK Tang & Lars Osberg, 2017. "The self-reinforcing dynamics of economic insecurity and obesity," Applied Economics, Taylor & Francis Journals, vol. 49(17), pages 1668-1678, April.
    6. Philip Oreopoulos & Marianne E. Page, 2006. "The Intergenerational Effects of Compulsory Schooling," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 729-760, October.
    7. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    8. Smith Trenton G. & Stoddard Christiana & Barnes Michael G, 2009. "Why the Poor Get Fat: Weight Gain and Economic Insecurity," Forum for Health Economics & Policy, De Gruyter, vol. 12(2), pages 1-31, June.
    9. Rohde, Nicholas & Tang, K.K. & Osberg, Lars & Rao, Prasada, 2016. "The effect of economic insecurity on mental health: Recent evidence from Australian panel data," Social Science & Medicine, Elsevier, vol. 151(C), pages 250-258.
    10. Carlson, Kyle, 2015. "Fear itself: The effects of distressing economic news on birth outcomes," Journal of Health Economics, Elsevier, vol. 41(C), pages 117-132.
    11. Conchita D'Ambrosio & Nicholas Rohde, 2014. "The Distribution of Economic Insecurity: Italy and the U.S. over the Great Recession," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 33-52, May.
    12. Hongbin Cai & Hongbin Li & Albert Park & Li-An Zhou, 2013. "Family Ties and Organizational Design: Evidence from Chinese Private Firms," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 850-867, July.
    13. Trenton Smith, 2009. "Reconciling psychology with economics: Obesity, behavioral biology, and rational overeating," Journal of Bioeconomics, Springer, vol. 11(3), pages 249-282, December.
    14. Barry Watson, 2018. "Does Economic Insecurity Cause Weight Gain Among Canadian Labor Force Participants?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 406-427, June.
    15. Lindo, Jason M., 2011. "Parental job loss and infant health," Journal of Health Economics, Elsevier, vol. 30(5), pages 869-879.
    16. Nathaniel G. Hilger, 2016. "Parental Job Loss and Children's Long-Term Outcomes: Evidence from 7 Million Fathers' Layoffs," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 247-283, July.
    17. repec:bla:revinw:v:60:y:2014:i::p:s33-s52 is not listed on IDEAS
    18. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    19. Shing-Yi Wang, 2012. "Credit Constraints, Job Mobility, and Entrepreneurship: Evidence from a Property Reform in China," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 532-551, May.
    20. Andrew Sharpe & Lars Osberg, 2009. "New Estimates of the Index of Economic Well-being for Selected OECD Countries, 1981 - 2007," CSLS Research Reports 2009-11, Centre for the Study of Living Standards.
    21. repec:bla:revinw:v:60:y:2014:i::p:s5-s32 is not listed on IDEAS
    22. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    23. Barry Watson & Lars Osberg & Shelley Phipps, 2016. "Economic Insecurity and the Weight Gain of Canadian Adults: A Natural Experiment Approach," Canadian Public Policy, University of Toronto Press, vol. 42(2), pages 115-131, June.
    24. Shing-Yi Wang, 2011. "State Misallocation and Housing Prices: Theory and Evidence from China," American Economic Review, American Economic Association, vol. 101(5), pages 2081-2107, August.
    25. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    26. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    27. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2013. "Time Use during the Great Recession," American Economic Review, American Economic Association, vol. 103(5), pages 1664-1696, August.
    28. Chen, Yuyu & Zhou, Li-An, 2007. "The long-term health and economic consequences of the 1959-1961 famine in China," Journal of Health Economics, Elsevier, vol. 26(4), pages 659-681, July.
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    More about this item

    Keywords

    Child health; Economic insecurity; Stress; BMI; Gender; China;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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