IDEAS home Printed from https://ideas.repec.org/a/eee/asieco/v24y2013icp89-102.html
   My bibliography  Save this article

Economic returns to schooling for China's Korean minority

Author

Listed:
  • Mishra, Vinod
  • Smyth, Russell

Abstract

This paper examines economic returns to schooling for China's Korean minority in the urban labour market using ordinary least squares (OLS) and two-stage least squares. The OLS estimates of the returns to schooling are similar to findings from recent studies for the Chinese urban labour market. We use parents’ education and spouse's education to instrument for education as well as exploit heteroskedasticity to aid in identification. The two-stage least squares estimates using parents’ and spouse's education are considerably higher than the OLS estimates for returns to schooling, while the estimates which exploit heteroskedasticity for identification lie between the OLS and conventional two-stage least squares estimates. The economic returns to schooling reported in this study assist in explaining why private demand for education is strong among the ethnic Koreans in China. It also provides a justification for the Korean minority's focus on educational attainment.

Suggested Citation

  • Mishra, Vinod & Smyth, Russell, 2013. "Economic returns to schooling for China's Korean minority," Journal of Asian Economics, Elsevier, vol. 24(C), pages 89-102.
  • Handle: RePEc:eee:asieco:v:24:y:2013:i:c:p:89-102
    DOI: 10.1016/j.asieco.2012.09.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1049007812000851
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.asieco.2012.09.001?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. GUSTAFSSON, Bjorn & SAI, Ding, 2009. "Villages where China's ethnic minorities live," China Economic Review, Elsevier, vol. 20(2), pages 193-207, June.
    2. Ren, Weiwei & Miller, Paul W., 2012. "Changes over time in the return to education in urban China: Conventional and ORU estimates," China Economic Review, Elsevier, vol. 23(1), pages 154-169.
    3. Ge, Suqin & Yang, Dennis Tao, 2011. "Labor market developments in China: A neoclassical view," China Economic Review, Elsevier, vol. 22(4), pages 611-625.
    4. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    5. Reza Hasmath, 2008. "The big payoff? Educational and occupational attainments of ethnic minorities in Beijing," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(1), pages 104-116.
    6. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    7. 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.
    8. 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.
    9. Emily Hannum, 2002. "Educational stratification by ethnicity in China: Enrollment and attainment in the early reform years," Demography, Springer;Population Association of America (PAA), vol. 39(1), pages 95-117, February.
    10. Ronald Coase & Ning Wang, 2012. "China in Transition," Palgrave Macmillan Books, in: How China Became Capitalist, chapter 2, pages 22-40, Palgrave Macmillan.
    11. Emily Hannum & Yu Xie, 1998. "Ethnic stratification in Northwest China: Occupational differences between Han Chinese and national minorities in Xinjiang, 1982–1990," Demography, Springer;Population Association of America (PAA), vol. 35(3), pages 323-333, August.
    12. Sai Ding & Shi Li & Samuel L. Myers, Jr., 2011. "Inter-temporal Changes in Ethnic Urban Earnings Disparities in China," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 201121, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    13. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    14. G. Reza Arabsheibani & Altay Mussurov, 2007. "Returns to schooling in Kazakhstan," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15(2), pages 341-364, April.
    15. Margaret Maurer‐Fazio & James W. Hughes & Dandan Zhang, 2010. "A comparison and decomposition of reform‐era labor force participation rates of China's ethnic minorities and Han majority," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(2), pages 138-162, May.
    16. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    17. 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.
    18. Byron, Rayond P & Manaloto, Evelyn Q, 1990. "Returns to Education in China," Economic Development and Cultural Change, University of Chicago Press, vol. 38(4), pages 783-796, July.
    19. Zang, Xiaowei, 2008. "Market Reforms and Han-Muslim Variation in Employment in the Chinese State Sector in a Chinese City," World Development, Elsevier, vol. 36(11), pages 2341-2352, November.
    20. Barry R. Chiswick, 1988. "Differences in Education and Earnings Across Racial and Ethnic Groups: Tastes, Discrimination, and Investments in Child Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(3), pages 571-597.
    21. Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
    22. Bishop, John A. & Chiou, Jong-Rong, 2004. "Economic transformation and earnings inequality in China and Taiwan," Journal of Asian Economics, Elsevier, vol. 15(3), pages 549-562, June.
    23. Björn Gustafsson & Ding Sai, 2009. "Temporary And Persistent Poverty Among Ethnic Minorities And The Majority In Rural China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(s1), pages 588-606, July.
    24. 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.
    25. Fleisher, Belton M. & Wang, Xiaojun, 2004. "Skill differentials, return to schooling, and market segmentation in a transition economy: the case of Mainland China," Journal of Development Economics, Elsevier, vol. 73(1), pages 315-328, February.
    26. Pencavel, John, 1998. "Assortative Mating by Schooling and the Work Behavior of Wives and Husbands," American Economic Review, American Economic Association, vol. 88(2), pages 326-329, May.
    27. Zhong, Hai, 2011. "Returns to higher education in China: What is the role of college quality?," China Economic Review, Elsevier, vol. 22(2), pages 260-275, June.
    28. Gustafsson, Bjorn & Shi, Li, 2003. "The Ethnic Minority-Majority Income Gap in Rural China during Transition," Economic Development and Cultural Change, University of Chicago Press, vol. 51(4), pages 805-822, July.
    29. Zhang, Junsen & Liu, Pak-Wai & Yung, Linda, 2007. "The Cultural Revolution and returns to schooling in China: Estimates based on twins," Journal of Development Economics, Elsevier, vol. 84(2), pages 631-639, November.
    30. James J. Heckman & Xuesong Li, 2004. "Selection bias, comparative advantage and heterogeneous returns to education: evidence from China in 2000," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 155-171, October.
    31. Anil B. Deolalikar, 1993. "Gender Differences in the Returns to Schooling and in School Enrollment Rates in Indonesia," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 899-932.
    32. Ashish Lall & Chris Sakellariou, 2010. "Evolution of Education Premiums in Cambodia: 1997–2007," Asian Economic Journal, East Asian Economic Association, vol. 24(4), pages 333-354, December.
    33. Nielsen, Ingrid & Nyland, Chris & Smyth, Russell & Zhu, Cherrie, 2005. "Marketization and perceptions of social protection in China's cities," World Development, Elsevier, vol. 33(11), pages 1759-1781, November.
    34. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    35. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    36. Li, Hongbin & Meng, Lingsheng & Shi, Xinzheng & Wu, Binzhen, 2012. "Does attending elite colleges pay in China?," Journal of Comparative Economics, Elsevier, vol. 40(1), pages 78-88.
    37. Deolalikar, A.B., 1993. "gender Differences in the Returns to School Enrollment rates in Indonesia," Discussion Papers in Economics at the University of Washington 93-04, Department of Economics at the University of Washington.
    38. Liu, Zhiqiang, 1998. "Earnings, Education, and Economic Reforms in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 46(4), pages 697-725, July.
    39. Xiaolei Qian & Russell Smyth, 2008. "Private returns to investment in education: an empirical study of urban China," Post-Communist Economies, Taylor & Francis Journals, vol. 20(4), pages 483-501.
    40. Colin Mackerras, 2005. "China's ethnic minorities and the middle classes: an overview," International Journal of Social Economics, Emerald Group Publishing, vol. 32(9), pages 814-826, September.
    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. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    2. Mishra, Vinod & Smyth, Russell, 2015. "Estimating returns to schooling in urban China using conventional and heteroskedasticity-based instruments," Economic Modelling, Elsevier, vol. 47(C), pages 166-173.
    3. Guo, Qian & Sun, Wenkai, 2014. "Economic returns to English proficiency for college graduates in mainland China," China Economic Review, Elsevier, vol. 30(C), pages 290-300.
    4. Kolstad, Ivar & Wiig, Arne & Moazzem, Khondaker Golam, 2014. "Returns to education among entrepreneurs in Bangladesh," Journal of Asian Economics, Elsevier, vol. 34(C), pages 54-65.
    5. Xinxin Ma & Chengcheng Zhang, 2017. "Higher Education Expansion and Return to Education in China: Evidence from CGSS2005 and CGSS2013," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 8(3), pages 85-104, July.
    6. 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.
    7. 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.
    8. Castro Campos, Bente & Ren, Yanjun & Petrick, Martin, 2016. "The impact of education on income inequality between ethnic minorities and Han in China," China Economic Review, Elsevier, vol. 41(C), pages 253-267.
    9. Wenshu Gao & Russell Smyth, 2012. "Returns to Schooling in Urban China, 2001-2010: Evidence from Three Waves of the China Urban Labor Survey," Monash Economics Working Papers 50-12, Monash University, Department of Economics.

    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. Wenshu Gao & Russell Smyth, 2012. "Returns to Schooling in Urban China, 2001-2010: Evidence from Three Waves of the China Urban Labor Survey," Monash Economics Working Papers 50-12, Monash University, Department of Economics.
    2. Castro Campos, Bente & Ren, Yanjun & Petrick, Martin, 2016. "The impact of education on income inequality between ethnic minorities and Han in China," China Economic Review, Elsevier, vol. 41(C), pages 253-267.
    3. Vinod Mishra & Russell Smyth, 2012. "Returns to Schooling in Urban China: New Evidence Using Heteroskedasticity Restrictions to Obtain Identification Without Exclusion Restrictions," Monash Economics Working Papers 33-12, Monash University, Department of Economics.
    4. 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.
    5. 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.
    6. 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.
    7. Mishra, Vinod & Smyth, Russell, 2015. "Estimating returns to schooling in urban China using conventional and heteroskedasticity-based instruments," Economic Modelling, Elsevier, vol. 47(C), pages 166-173.
    8. 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.
    9. Zhang, Junsen & Zhao, Yaohui & Park, Albert & Song, Xiaoqing, 2005. "Economic returns to schooling in urban China, 1988 to 2001," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 730-752, December.
    10. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    11. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    12. Chris SAKELLARIOU & Fang ZHENG, 2014. "Returns to Schooling for Urban Residents and Migrants in China: New IV Estimates and a Comprehensive Investigation," Economic Growth Centre Working Paper Series 1407, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    13. Zhong, Hai, 2011. "Returns to higher education in China: What is the role of college quality?," China Economic Review, Elsevier, vol. 22(2), pages 260-275, June.
    14. 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.
    15. Xinxin Ma & Chengcheng Zhang, 2017. "Higher Education Expansion and Return to Education in China: Evidence from CGSS2005 and CGSS2013," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 8(3), pages 85-104, July.
    16. Lin Xiu & Morley Gunderson, 2013. "Credential Effects and the Returns to Education in China," LABOUR, CEIS, vol. 27(2), pages 225-248, June.
    17. 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.
    18. 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.
    19. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2014. "Access to college and heterogeneous returns to education in China," Economics of Education Review, Elsevier, vol. 42(C), pages 78-92.
    20. Wang, Le, 2013. "Estimating returns to education when the IV sample is selective," Labour Economics, Elsevier, vol. 21(C), pages 74-85.

    More about this item

    Keywords

    Koreans; China; Education; Minority; Income;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs

    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:asieco:v:24:y:2013:i:c:p:89-102. 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/asieco .

    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.