The Earnings Difference of Workers in Indonesia: 2007 and 2014
DOI:
https://doi.org/10.36574/jpp.v5i2.198Keywords:
decomposition; blinder-oaxaca; RIFAbstract
The purposes of this study are to measure the earnings difference and the factors that influence earnings difference between 2007 and 2014 using data sourced from the Indonesian Family Life Survey (IFLS) in 2007 and 2014. The income determinant analysis results found that the longer a person's education year and work experience, the higher the income. Income will be even greater if someone is a man, lives in urban areas, and works in the non-agriculture sector. Moreover, there is no evidence that religion and ethnicity affect income. Then, I used the Blinder-Oaxaca decomposition method to distinguish the factors contributing to the difference in income to be explained factors and unexplained factors. It was found that that the income gap between 2007 and 2014 was 13.2 percentage points. Endowment factor contribution is more significant than unexplained factors. Furthermore, decomposition at different income levels shows that the endowment factor's effect on earning difference is getting smaller at higher income levels.
Downloads
References
Blinder, A. S. (1973). Wage Discrimination: Reduced Form and Structural Estimates. Journal of Human Resources, 8.
Bui, T. P., & Imai, K. S. (2019). Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions. The Journal of Development Studies, 55(12), 2610-2625.
Bourguignon, F. (1979). Decomposable income inequality measures. Econometrica: Journal of the Econometric Society, 901–920.
Fortin, N., Lemieux, T., & Firpo, S. (2011). Decomposition Methods in Economics. Handbook of Labor Economics, 4A, 1-102.
Heryanah. (2017). Kesenjangan Pendapatan di Indonesia: Studi empiris Berdasarkan Susenas 2008, 2011, dan 2013. Jurnal BPPK, 10(2), 43-58.
Jann, B. (2008). The Blinder-Oaxaca decomposition for linear regression models. The Stata Journal, 453-479.
Neog, B. J., & Sahoo, B. K. (2019). Wage Discrimination in India's Formal and Informal Labor Markets. Singapore Economic Review, 1-21.
Oaxaca, R. (1973). Male–Female Wage Differentials in Urban Labor Markets. International Economic Review, 14.
Shorrocks, A. (1980). The Class of Additively Decomposable Inequality Measures. Econometrica, 48(3), 613-625.
Shorrocks, A., & Wan, G. (2005, January). Spatial decomposition of inequality. Journal of Economic Geography, 5(1), 59-81.
Sohn, K. (2015). Gender Discrimination in Earnings in Indonesia: A Fuller Picture. Bulletin of Indonesian Economic Studies, 51(1), 95-121.
Sukma, W. L., & Kadir. (2019). Decomposition of the Gender Wage Gap in Indonesia: Analysis from Sakernas Data. MPRA Paper, 94930.
Tang, C.-t., & Hsu, S.-h. (2014). The Earnings Difference of Male Workers in Urban China between 1993 and 2006. Journal of Social Sciences and Philosophy, 293-331.
Taniguchi, K., & Tuwo, A. (2014). New Evidence on the Gender Wage Gap in Indonesia. ADB Economics Working Paper Series.
Yusuf, Arief Anshory, Andy Sumner & Irlan Adiyatma Rum (2014). Twenty Years of Expenditure Inequality in Indonesia, 1993–2013. Bulletin of Indonesian Economic Studies, 50:2, 243-254.
Mincer, J. (1974). Schooling, Experience, and Earnings. New York: National Bureau of Economic Research.
Stiglitz, J. E. (2016). Inequality and economic growth. In M. Jacobs, & M. Mazzucato (ed.), Rethinking capitalism: economics and policy for sustainable and inclusive (pp. 134-155). Oxford: John Wiley & Sons.
Todaro, M., & Smith, S. (2012). Economic Development 11th. Boston: Pearson.
Firpo, S., Fortin, N. M., & Lemieux, T. (2007). Decomposing Wage Distributions using Recentered. In Mimeo.
Downloads
Published
How to Cite
Issue
Section
License
This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Copyright © Kementerian PPN/Bappenas RI