Abstract
This chapter estimates the economic returns to schooling in urban China. To do so, we use a unique matched employer-employee data set from Shanghai collected by the Chinese Academy of Social Sciences in 2007. The ordinary least squares estimates suggest that the returns to an additional year of schooling are in the range 6.9–7.4 %. The inclusion of firm characteristics and ownership categories do not affect the coefficient on schooling, but the inclusion of industry categories reduce the coefficient on schooling by 0.5 %. Consistent with most of the extant literature, we also find that the returns to an additional year of schooling for females (8.5–9 %) are higher than the returns to an additional year of schooling for males (6.4–6.7 %).
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References
Angrist JD, Krueger AB (1991) Does compulsory school attendance affect schooling and earnings? Q J Econ 106:979–1014
Appleton S, Knight J, Song L, Xia X (2001) Towards a competitive labour market? Urban workers, rural migrants, redundancies and hardships in China. Institute for Contemporary China Studies, Working Paper. University of Nottingham
Bai C, Hsieh C, Qian Y (2006) The return to capital in China. Brookings Pap Econ Act 2:61–88
Baker MJ, Jacobsen JP (2007) Marriage, specialization and the gender division of labor. J Labor Econ 25(4):763–793
Bishop JA, Liu H (2008) Liberalization and rent-seeking in China’s labor market. Public Choice 135(3–4):151–164
Byron R, Manaloto E (1990) Returns to education in China. Econ Dev Cult Change 38(4):783–796
Card D (1999) The causal effect of education on earnings. In: Ashenfelter O, Card D (eds) Handbook of labor economics, vol 3A. Elsevier, New York, pp 1801–1863
Chen G, Hamori S (2009) Economic returns to schooling in urban China: OLS and instrumental variables approach. China Econ Rev 20(2):143–152
Deolalikar AB (1993) Gender differences in the returns to schooling and in school enrolment rates in Indonesia. J Hum Resour 28(4):899–932
Fleisher BM, Wang X (2005) Returns to schooling in China under planning and reform. J Comp Econ 33:265–277
Fleisher B, Li H, Li S, Wang X (2004) Sorting, selection and transformation of return to college education in China. IZA Discussion Paper No. 1446
Fleisher BM, Sabirianova K, Wang X (2005) Returns to skills and speed of reforms: evidence from Central and Eastern Europe, China and Russia. J Comp Econ 33:351–370
Gao W, Smyth R (2011a) Economic returns to speaking ‘Standard Mandarin’ among migrants in China’s urban labour market. Econ Educ Rev 30(2):342–352
Gao W, Smyth R (2011b) Firm size and wages in China. Appl Econ Lett 18:353–357
Ge S, Yang DT (2011) Labor market developments in China: a neoclassical view. China Econ Rev 22:611–625
Gustafsson B, Li S (2000) Economic transformation and the gender earnings gap in urban China. J Popul Econ 13(2):305–329
Heckman J (2003) China’s investment in human capital. Econ Dev Cult Change 51(4):795–804
Heckman J, Li X (2004) Selection bias, comparative advantage, heterogeneous returns to education: evidence from China in 2000. Pac Econ Rev 9(3):155–171
Klein R, Vella F (2009) Estimating the return to endogenous schooling decisions for Australian workers via conditional second moment. J Hum Resour 44:1047–1065
Knight J, Song L (2003) Increasing wage inequality in China: extent, elements and evaluation. Econ Transit 11(4):597–619
Koevoets W (2007) Union wage premiums in Great Britain: coverage or membership? Labour Econ 14(1):53–71
Law WW (2007) Globalisation, city development and citizenship education in China’s Shanghai. Int J Educ Dev 27:18–38
Li H (2003) Economic reform and returns to education in China. Econ Educ Rev 22:317–328
Li H, Luo Y (2004) Reporting errors, ability heterogeneity and returns to schooling in China. Pac Econ Rev 9(3):191–207
Li H, Liu PW, Zhang J (2012a) Estimating the returns to education using twins in urban China. J Dev Econ 97:494–504
Li H, Meng L, Shi X, Wu B (2012b) Does attending elite colleges pay in China? J Comp Econ 40:78–88
Magnani E, Zhu R (2012) Gender wage differentials among rural–urban migrants in China. Reg Sci Urban Econ 42:779–793
Martins PS, Opromolla LD (2009) Exports, imports and wages: evidence from matched firm-worker-product panels. IZA Discussion Paper No. 4646
Maurer-Fazio M (1999) Earnings and education in China’s transition to a market economy: survey evidence from 1989 and 1992. China Econ Rev 10(1):17–40
Meng X (2004) Economic restructuring and income inequality in urban China. Rev Income Wealth 50(3):357–379
Meng X, Kidd M (1997) Labor market reform and the changing structure of wage determination in China’s state sector during the 1990s. J Comp Econ 25:403–421
Meng X, Zhang J (2001) The two-tier labor market in urban China. J Comp Econ 29:485–504
Mincer J (1974) Education, experience and earnings. Columbia University Press, New York
Mishra V, Smyth R (2010) Economic returns to schooling for China’s Korean minority. Department of Economics Monash University Discussion Paper No. 37/10
Moulton B (1990) An illustration of a pitfall in estimating the effects of aggregate variables on micro units. Rev Econ Stat 72:334–338
Naughton B (1996) Growing out of the plan: Chinese economic reform 1978–1993. Cambridge University Press, Cambridge
Oi WY, Idson TL (1999) Firm size and wages. In: Ashenfelter O, Card D (eds) Handbook of labour economics, vol 3. North Holland, Amsterdam, pp 2166–2244
Psacharopoulos G (1994) Returns to investment in education: a global update. World Dev 22(9):1325–1343
Psacharopoulos G, Patrinos HA (2002) Returns to investment in education: a further update. World Bank Policy Research Working Papers 2881
Qian X, Smyth R (2008) Private returns to investment in education in China: an empirical study of urban China. Post Communist Econ 20(4):483–501
Qiu T, Hudson J (2010) Private returns to education in urban China. Econ Change Restructuring 43(1):131–150
Schultz TP (1988) Education investment and returns. In: Cheneray H, Srinivasan T (eds) Handbook of development economics, vol 1. North Holland, New York, pp 543–630
Shanghai Bureau of Statistics (SBS) (2008) Shanghai statistical yearbook 2007. Shanghai Bureau of Statistics, Shanghai
Smyth R, Qian X, Nielsen I, Kaempfer I (2013) Working hours in supply chain Chinese and Thai factories: evidence from the fair labor association’s ‘Soccer Project’. Br J Ind Relat 51(2):392–408
Trostel P, Walker I, Wooley P (2002) Estimates of the economic return to schooling for 28 countries. Labour Econ 9(1):1–16
Walcott SM, Pannell CW (2006) Metropolitan spatial dynamics: Shanghai. Habitat Int 30:199–211
Wang L (2012) Economic transition and college premium in urban China. China Econ Rev 23:238–252
Wei YD, Leung CK, Luo J (2006) Globalizing Shanghai: foreign investment and urban restructuring. Habitat Int 30:231–244
Zhang J, Zhao YH, Park A, Song X (2005) Economic returns to schooling in urban China, 1988–2001. J Comp Econ 33(4):730–752
Zhang J, Liu PW, Yung L (2007) The cultural revolution and returns to schooling in China: estimates based on twins. J Dev Econ 84:631–639
Zhang J, Han J, Liu PW, Zhao Y (2008) Trends in the gender earnings differential in urban China, 1988–2004. Ind Labor Relat Rev 61(2):224–243
Zhang Q, Ban Y, Liu J, Hu Y (2011) Simulation and analysis of urban growth scenarios for the greater Shanghai area, China. Comput Environ Urban Syst 30:126–139
Zhao Y (2002) Earnings differentials between state and non-state enterprises in urban China. Pac Econ Rev 7(1):181–197
Zhong H (2011) Returns to higher education in China: what is the role of college quality? China Econ Rev 22:260–275
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Mishra, V., Smyth, R. (2014). Returns to Education in China’s Urban Labour Market: Evidence from Matched Employer-Employee Data for Shanghai. In: Cheng, Z., Wang, M., Chen, J. (eds) Urban China in the New Era. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54227-5_9
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