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Academic Journal of Business & Management, 2025, 7(2); doi: 10.25236/AJBM.2025.070209.

Education and labor market outcome—Wage equation estimation with QLFS data

Author(s)

Shutong Huang

Corresponding Author:
Shutong Huang
Affiliation(s)

University of Hong Kong, Hong Kong, China

Abstract

This paper investigates the impact of education on individual wages, aiming to provide empirical evidence on the causal effect of schooling. The theoretical framework is based on Mincer's human capital model, which is extended to account for health status. The methods involve OLS and IV estimation using recent nationwide survey data. The key results indicate that each additional year of schooling has a positive and significant effect on wages. The magnitudes of OLS and IV estimates are similar, suggesting that ability bias may not be severe. The findings confirm human capital theory that education improves labor market outcomes and drives wage inequality. The conclusion is that expanded access to education, especially for disadvantaged groups, can help reduce income disparities. Implications are discussed for education policy. The paper contributes additional empirical evidence to the literature on the returns to schooling.

Keywords

Socioeconomic Inequality; Human Capital; Ability Bias; Labor Market Outcomes; Intervention Efficacy

Cite This Paper

Shutong Huang. Education and labor market outcome—Wage equation estimation with QLFS data. Academic Journal of Business & Management (2025), Vol. 7, Issue 2: 64-71. https://doi.org/10.25236/AJBM.2025.070209.

References

[1] Altonji, J.G. and Blank, R.M., 1999. Race and gender in the labor market. Handbook of labor economics, 3, pp.3143-3259. 

[2] Becker, G.S., 1964. Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago press.

[3] Cain, G.G., 1986. The economic analysis of labor market discrimination: A survey. Handbook of labor economics, 1, pp.693-785.

[4] Angrist, J.D. and Krueger, A.B., 1991. Does compulsory school attendance affect schooling and earnings? The Quarterly Journal of Economics, 106(4), pp.979-1014.

[5] Balestra, S. and Backes-Gellner, U., 2017. Heterogeneous returns to education over the wage distribution: Who profits the most? Labour Economics, 44, pp.89-105.

[6] Biagi, F. and Lucifora, C., 2008. Demographic and education effects on unemployment in Europe. Labour Economics, 15(5), pp.1076-1101.

[7] Blinder, A.S., 1973. Wage discrimination: reduced form and structural estimates. Journal of Human resources, pp.436-455.

[8] Brown, S. and Sessions, J.G., 2004. Signalling and screening. International handbook on the economics of education, 9, pp.58-100.

[9] Browne, I. and Misra, J., 2005. Labor-market inequality: intersections of gender, race, and class (pp. 165-189). Londres, Blackwell Publishing.

[10] Dos Reis, J.G.A. and De Barros, R.P., 1991. Wage inequality and the distribution of education: A study of the evolution of regional differences in inequality in metropolitan Brazil. Journal of Development Economics, 36(1), pp.117-143.

[11] Griliches, Z., 1997. Education, human capital, and growth: a personal perspective. Journal of Labor Economics, 15(1, Part 2), pp.S330-S344.

[12] Lang, K. and Manove, M., 2011. Education and labor market discrimination. American Economic Review, 101(4), pp.1467-1496.

[13] Mincer, J., 1958. Investment in human capital and personal income distribution. Journal of political economy, 66(4), pp.281-302.

[14] Mincer, J. and Polachek, S., 1974. Family investments in human capital: Earnings of women. Journal of political Economy, 82(2, Part 2), pp.S76-S108.

[15] Noldeke, G. and Van Damme, E., 1990. Signalling in a dynamic labour market. The Review of Economic Studies, 57(1), pp.1-23. 

[16] Oaxaca, R., 1973. Male-female wage differentials in urban labor markets. International economic review, pp.693-709.

[17] Schultz, T.W., 1961. Investment in human capital. The American economic review, 51(1), pp.1-17.

[18] Stapleton, D.C. and Young, D.J., 1988. Educational attainment and cohort size. Journal of Labor Economics, 6(3), pp.330-361. 

[19] Wooldridge, J.M., 2015. Introductory econometrics: A modern approach. Cengage learning.