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Siblings, public facilities and education returns in China

  • Kang, Lili
  • Peng, Fei

This paper investigates the intrahousehold resource allocation on children’s education and its earnings consequence in Chinese labour market. In order to overcome the endogeneity problem of schooling, we consider the siblings structure and the available public facilities as instrumental variables. Females’ education is negatively affected by siblings (brothers or sisters) number, while males’ education is also negatively affected by their brothers but much less by their sisters. For the youngest cohort born after 1980, the education of a girl would be heavily impeded by her sisters, reflecting strong distortion of “One-Child Policy” on intrahousehold resource allocation. Comparing the OLS and GIV estimations for returns to schooling, we find that there are downwards biases of OLS estimations for males in all cohorts and in all years. However, for females, downwards biases of OLS estimation are only for data before 2004, as females in the old cohorts actually have upwards biases after 2004. Education returns of the youngest cohort are much higher than old cohorts supporting the argument of heterogeneous human capital accumulation during transition.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 38922.

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Date of creation: May 2012
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Handle: RePEc:pra:mprapa:38922
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  1. S Black & Paul Devereux & Kjell Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Childrens Education," CEE Discussion Papers 0050, Centre for the Economics of Education, LSE.
  2. Belley, Phillippe & Lochner, Lance, 2009. "The Changing Role of Family Income and Ability in Determining Educational Achievement," CLSSRN working papers clsrn_admin-2009-9, Vancouver School of Economics, revised 02 Feb 2009.
  3. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," North American Stata Users' Group Meetings 2003 05, Stata Users Group.
  4. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages S143-62, August.
  5. Lixing Li & Xiaoyu Wu, 2011. "Gender of Children, Bargaining Power, and Intrahousehold Resource Allocation in China," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 295-316.
  6. Li, Wenli, 2007. "Family background, financial constraints and higher education attendance in China," Economics of Education Review, Elsevier, vol. 26(6), pages 724-734, December.
  7. Fleisher, Belton M. & Li, Haizheng & Zhao, Min Qiang, 2008. "Human Capital, Economic Growth, and Regional Inequality in China," IZA Discussion Papers 3576, Institute for the Study of Labor (IZA).
  8. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(02), pages 222-240, April.
  9. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
  10. Harmon, Colm & Walker, Ian, 2000. "The Returns to the Quantity and Quality of Education: Evidence for Men in England and Wales," Economica, London School of Economics and Political Science, vol. 67(265), pages 19-35, February.
  11. Pal, Sarmistha, 2009. "Public Infrastructure, Location of Private Schools and Primary School Attainment in an Emerging Economy," IZA Discussion Papers 4572, Institute for the Study of Labor (IZA).
  12. Xin Meng & Junsen Zhang & Pak-Wai Liu, 2000. "Sectoral gender wage differentials and discrimination in the transitional Chinese economy," Journal of Population Economics, Springer, vol. 13(2), pages 331-352.
  13. 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.
  14. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, 04.
  15. Belton M. Fleisher & Xiaojun Wang, 2004. "Returns to Schooling in China Under Planning and Reform," William Davidson Institute Working Papers Series 2004-704, William Davidson Institute at the University of Michigan.
  16. Duncan Thomas, 1990. "Intra-Household Resource Allocation: An Inferential Approach," Journal of Human Resources, University of Wisconsin Press, vol. 25(4), pages 635-664.
  17. Flabbi, Luca & Paternostro, Stefano & Tiongson, Erwin R., 2008. "Returns to education in the economic transition: A systematic assessment using comparable data," Economics of Education Review, Elsevier, vol. 27(6), pages 724-740, December.
  18. Seguino, Stephanie & Grown, Caren, 2006. "Gender equity and globalization: Macroeconomic policy for developing countries," MPRA Paper 6540, University Library of Munich, Germany.
  19. 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.
  20. Emily Oster & Rebecca Thornton, 2011. "Menstruation, Sanitary Products, and School Attendance: Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 91-100, January.
  21. Dearden, Lorraine, 1999. "The effects of families and ability on men's education and earnings in Britain1," Labour Economics, Elsevier, vol. 6(4), pages 551-567, November.
  22. Qian, Nancy, 2006. "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance," CEPR Discussion Papers 5986, C.E.P.R. Discussion Papers.
  23. Von Braun, Joachim, 1988. "Effects of technological change in agriculture on food consumption and nutrition: Rice in a West African setting," World Development, Elsevier, vol. 16(9), pages 1083-1098, September.
  24. Björn Gustafsson & Shi Li, 2000. "Economic transformation and the gender earnings gap in urban China," Journal of Population Economics, Springer, vol. 13(2), pages 305-329.
  25. Uusitalo, Roope, 1999. "Return to education in Finland," Labour Economics, Elsevier, vol. 6(4), pages 569-580, November.
  26. 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.
  27. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2005. "Evaluating the effect of education on earnings: models, methods and results from the National Child Development Survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 473-512.
  28. 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.
  29. Meng, Xin & Kidd, Michael P., 1997. "Labor Market Reform and the Changing Structure of Wage Determination in China's State Sector during the 1980s," Journal of Comparative Economics, Elsevier, vol. 25(3), pages 403-421, December.
  30. Maimaiti, Yasheng & Siebert, W. Stanley, 2009. "The Gender Education Gap in China: The Power of Water," IZA Discussion Papers 4108, Institute for the Study of Labor (IZA).
  31. Edlund, Lena & Li, Hongbin & Yi, Junjian & Zhang, Junsen, 2007. "Sex Ratios and Crime: Evidence from China’s One-Child Policy," IZA Discussion Papers 3214, Institute for the Study of Labor (IZA).
  32. Becker, Gary S & Lewis, H Gregg, 1973. "On the Interaction between the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages S279-88, Part II, .
  33. 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.
  34. Colm Harmon & Ian Walker & Niels Westergaard-Nielsen, 2001. "Introduction [to Education and earnings in Europe : a cross country analysis of the returns to education]," Open Access publications 10197/757, School of Economics, University College Dublin.
  35. Silles, Mary A., 2010. "The implications of family size and birth order for test scores and behavioral development," Economics of Education Review, Elsevier, vol. 29(5), pages 795-803, October.
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