IDEAS home Printed from https://ideas.repec.org/p/hit/hitcei/2020-12.html
   My bibliography  Save this paper

Return to Schooling in China: A Large Meta-Analysis

Author

Listed:
  • Ma, Xinxin
  • Iwasaki, Ichiro
  • 岩﨑, 一郎

Abstract

In this study, we conducted a meta-analysis of 2,191 empirical results reported in 213 existing studies to estimate the Mincer-type return to schooling in China. The results revealed that the return to schooling showed a positive trend, and the effect size was medium in terms of the partial correlation coefficient. We also found that workers in non-state sectors and urban regions, urban hukou workers, and women tend to have higher returns to schooling than their counterparts. Furthermore, the results indicate that the return to schooling registered a significant increase over time.

Suggested Citation

  • Ma, Xinxin & Iwasaki, Ichiro & 岩﨑, 一郎, 2021. "Return to Schooling in China: A Large Meta-Analysis," CEI Working Paper Series 2020-12, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
  • Handle: RePEc:hit:hitcei:2020-12
    as

    Download full text from publisher

    File URL: https://hermes-ir.lib.hit-u.ac.jp/hermes/ir/re/71506/wp2020-12.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fleisher, Belton M. & Wang, Xiaojun, 2005. "Returns to schooling in China under planning and reform," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 265-277, June.
    2. Chen, Yi & Demurger, Sylvie & Fournier, Martin, 2005. "Earnings Differentials and Ownership Structure in Chinese Enterprises," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 933-958, July.
    3. Ma, Xinxin, 2018. "Labor market segmentation by industry sectors and wage gaps between migrants and local urban residents in urban China," China Economic Review, Elsevier, vol. 47(C), pages 96-115.
    4. Wenshu Gao & Russell Smyth, 2015. "Education expansion and returns to schooling in urban China, 2001–2010: evidence from three waves of the China Urban Labor Survey," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(2), pages 178-201, April.
    5. Josef C. Brada & Zdenek Drabek & Ichiro Iwasaki, 2021. "Does Investor Protection Increase Foreign Direct Investment? A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 35(1), pages 34-70, February.
    6. Asadullah, M. Niaz & Xiao, Saizi, 2020. "The changing pattern of wage returns to education in post-reform China," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 137-148.
    7. repec:iab:iabjlr:v:54:i::p:art.17 is not listed on IDEAS
    8. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    9. Ichiro Iwasaki & Xinxin Ma, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-19, December.
    10. Zhu, Rong, 2016. "Wage differentials between urban residents and rural migrants in urban China during 2002–2007: A distributional analysis," China Economic Review, Elsevier, vol. 37(C), pages 2-14.
    11. 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.
    12. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    13. Xiaoyu Huang & José Vaz Caldas & João Rebelo, 2002. "Returns to Education during the Reform of State‐owned Enterprises in Hunan, People’s Republic of China," LABOUR, CEIS, vol. 16(3), pages 513-535, September.
    14. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    15. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.
    16. Fleisher, Belton M. & Sabirianova, Klara & Wang, Xiaojun, 2005. "Returns to skills and the speed of reforms: Evidence from Central and Eastern Europe, China, and Russia," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 351-370, June.
    17. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    18. Meng, Xin & Zhang, Junsen, 2001. "The Two-Tier Labor Market in Urban China: Occupational Segregation and Wage Differentials between Urban Residents and Rural Migrants in Shanghai," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 485-504, September.
    19. Maurer-Fazio, Margaret, 1999. "Earnings and education in China's transition to a market economy Survey evidence from 1989 and 1992," China Economic Review, Elsevier, vol. 10(1), pages 17-40.
    20. Elaine Liu & Shu Zhang, 2013. "A Meta-Analysis Of The Estimates Of Returns To Schooling In China," Working Papers 201309855, Department of Economics, University of Houston.
    21. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    22. Shi Li & ShanshanWu & Chunbing Xing, 2018. "Education Development and Wage Inequality in Urban China," Asian Economic Papers, MIT Press, vol. 17(2), pages 140-151, Summer.
    23. Iwasaki, Ichiro & Ma, Xinxin & Mizobata, Satoshi, 2020. "Corporate ownership and managerial turnover in China and Eastern Europe: A comparative meta-analysis," Journal of Economics and Business, Elsevier, vol. 111(C).
    24. Ichiro Iwasaki & Xinxin Ma, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-19, December.
    25. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    26. Xinxin Ma, 2018. "Ownership sector segmentation and the gender wage gap in urban China during the 2000s," Post-Communist Economies, Taylor & Francis Journals, vol. 30(6), pages 775-804, November.
    27. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5, March.
    28. Xinxin Ma, 2018. "Economic Transition and Labor Market Reform in China," Springer Books, Springer, number 978-981-13-1987-7, June.
    29. Doucouliagos, Hristos (Chris), 2011. "How large is large? Preliminary and relative guidelines for interpreting partial correlations in economics," Working Papers eco_2011_5, Deakin University, Department of Economics.
    30. Tomas Havranek & Anna Sokolova, 2020. "Do Consumers Really Follow a Rule of Thumb? Three Thousand Estimates from 144 Studies Say 'Probably Not'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 97-122, January.
    31. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    32. Weiwei Ren & Paul W. Miller, 2012. "Gender Differentials in the Payoff to Schooling in Rural China," Journal of Development Studies, Taylor & Francis Journals, vol. 48(1), pages 133-150, September.
    33. Alan De Brauw & Scott Rozelle, 2008. "Reconciling the Returns to Education in Off‐Farm Wage Employment in Rural China," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 57-71, February.
    34. Xinxin Ma & Ichiro Iwasaki, 2021. "Does communist party membership bring a wage premium in China? a meta-analysis," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 19(1), pages 55-94, January.
    35. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    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. Horie, Norio & Iwasaki, Ichiro & 岩﨑, 一郎, 2022. "Returns to Education in European Emerging Markets: A Meta-Analytic Review," RRC Working Paper Series 95, Russian Research Center, Institute of Economic Research, Hitotsubashi University.
    2. Ichiro Iwasaki & Mihoko Satogami, 2023. "Gender wage gap in European emerging markets: a meta-analytic perspective," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-21, December.
    3. Josef C. Brada & Ichiro Iwasaki, 2022. "The Effect of Target-Country Institutions on Cross-Border Merger and Acquisition Activity: A Quantitative Literature Survey," Econometric Research in Finance, SGH Warsaw School of Economics, Collegium of Economic Analysis, vol. 7(1), pages 1-70.
    4. Ichiro Iwasaki & Xinxin Ma, 2021. "Returns to Secondary and Tertiary Education in China - A Meta-Analysis," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(Early Vie), pages 1-8.
    5. HORIE, Norio & IWASAKI, Ichiro & KUPETS, Olga & MA, Xinxin & MIZOBATA, Satoshi & SATOGAMI, Mihoko, 2023. "Wage Functions in China and Eastern Europe : A Large-Scale Comparative Meta Analysis," CEI Working Paper Series 2022-08, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    6. Slichter, David & Tran, Nhan, 2023. "Do better journals publish better estimates?," MPRA Paper 118433, University Library of Munich, Germany.

    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. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54, pages 1-17.
    2. Xinxin Ma & Ichiro Iwasaki, 2021. "Does communist party membership bring a wage premium in China? a meta-analysis," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 19(1), pages 55-94, January.
    3. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    4. 岩﨑, 一郎 & Iwasaki, Ichiro & 馬, 欣欣 & Ma, Xin Xin, 2019. "現代中国における男女賃金格差: メタ分析による接近," Discussion Paper Series 689, Institute of Economic Research, Hitotsubashi University.
    5. HORIE, Norio & IWASAKI, Ichiro & KUPETS, Olga & MA, Xinxin & MIZOBATA, Satoshi & SATOGAMI, Mihoko, 2023. "Wage Functions in China and Eastern Europe : A Large-Scale Comparative Meta Analysis," CEI Working Paper Series 2022-08, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    6. Xinxin Ma, 2022. "Internet use and gender wage gap: evidence from China," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-17, December.
    7. Iwasaki, Ichiro & Satogami, Mihoko, 2023. "Gender wage gap in European emerging markets: a meta-analytic perspective," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-9.
    8. 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.
    9. Alessia Amighini & Weidi Fang & Martin Zagler, 2023. "On the evolution of the wage premium for party membership in China," Department of Economics Working Papers wuwp351, Vienna University of Economics and Business, Department of Economics.
    10. M Niaz Asadullah & Saizi Xiao, 2019. "Labor Market Returns to Education and English Language Skills in the People's Republic of China: An Update," Asian Development Review, MIT Press, vol. 36(1), pages 80-111, March.
    11. Lili Kang & Fei Peng, 2012. "A selection analysis of returns to education in China," Post-Communist Economies, Taylor & Francis Journals, vol. 24(4), pages 535-554, March.
    12. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.
    13. Jie Chen & Francesco Pastore, 2024. "Dynamics of returns to vocational education in China: 2010–2017," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    14. Ma, Xinxin, 2022. "Parenthood and the gender wage gap in urban China," Journal of Asian Economics, Elsevier, vol. 80(C).
    15. Ichiro Iwasaki & Xinxin Ma, 2021. "Returns to Secondary and Tertiary Education in China - A Meta-Analysis," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(Early Vie), pages 1-8.
    16. Ralph Hippe & Roger Fouquet, 2015. "The human capital transition and the role of policy," GRI Working Papers 185, Grantham Research Institute on Climate Change and the Environment.
    17. Iwasaki, Ichiro & Ma, Xinxin & Mizobata, Satoshi, 2022. "Ownership structure and firm performance in emerging markets: A comparative meta-analysis of East European EU member states, Russia and China," Economic Systems, Elsevier, vol. 46(2).
    18. Hai Fang & Karen N. Eggleston & John A. Rizzo & Scott Rozelle & Richard J. Zeckhauser, 2012. "The Returns to Education in China: Evidence from the 1986 Compulsory Education Law," NBER Working Papers 18189, National Bureau of Economic Research, Inc.
    19. Saule Kemelbayeva, 2020. "Returns to schooling in Kazakhstan: an update using a pseudo-panel approach," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 437-487, September.
    20. CHEN, Guifu & HAMORI, Shigeyuki, 2009. "Economic returns to schooling in urban China: OLS and the instrumental variables approach," China Economic Review, Elsevier, vol. 20(2), pages 143-152, June.

    More about this item

    Keywords

    return to schooling; meta-analysis; publication selection bias; China;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • P23 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Factor and Product Markets; Industry Studies; Population
    • P36 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hit:hitcei:2020-12. 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: Reiko Suzuki (email available below). General contact details of provider: https://edirc.repec.org/data/cehitjp.html .

    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.