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Abstract

This research aims to estimate returns to secondary education in Indonesia, especially senior and vocational high school, and its development in 2015 and 2018. Data from Indonesia National Labor Force Survey (NFLS) 2015 and 2018 are used here. Returns are estimated using Two-Step Heckman Method. The results are, in 2015, returns to senior high school (9,32%) are higher than vocational high school (8,89%). However, in 2018, returns to vocational high school (9,53%) are higher than senior high school (9,41%). This shift is caused by the increasing number of vocational school graduates absorbed in workforce and increasing income of vocational school workforce.

Bahasa Abstract

Penelitian ini bertujuan untuk mengetahui perkembangan tingkat pengembalian investasi pendidikan menengah di Indonesia, khususnya jenjang SMA dan SMK, serta perkembangannya pada tahun 2015 dan 2018. Data yang digunakan adalah Data Survei Angkatan Kerja Nasional (Sakernas) Indonesia tahun 2015 dan 2018. Estimasi tingkat pengembalian investasi pendidikan dilakukan dengan Metode Two-Step Heckman. Hasilnya, pada tahun 2015, tingkat pengembalian investasi pendidikan SMA (9,32%) lebih tinggi daripada SMK (8,89%). Namun pada tahun 2018, tingkat pengembalian investasi pendidikan SMK (9,53%) lebih tinggi daripada SMA (9,41%). Pergeseran ini disebabkan oleh semakin banyaknya lulusan SMK yang terserap di lapangan kerja serta meningkatnya penghasilan tenaga kerja lulusan SMK.

References

[1] Ahmed, S., & Maitra, P. (2010). Gender wage discrimination in rural and urban labour markets of Bangladesh. Oxford Development Studies, 38(1), 83–112. doi: https: //doi.org/10.1080/13600810903551611.

[2] Antelius, J. (2000). Sheepskin effects in the returns to education: evidence on Swedish data. FIEF Working Paper Series, 158. Trade Union Institute for Economic Research. Diakses 4 Juni 2019 dari https://ideas.repec.org/p/hhs/fiefwp/0158. html.

[3] Ariani, M., Kaluge, D., & Pratomo, D. S. (2014). Does vocational education matter for the labour market? (A case study in mining sector in East Kalimantan–Indonesia). Journal of Economics and Sustainable Development, 5(5), 111-120.

[4] Asiati, D. (2004). Penawaran tenaga kerja perempuan kawin di Indonesia: Analisis data Susenas 2002 (Tesis, Pasca Sarjana- UI).

[5] Bandara, N., Appleton, S., & Owens, T. (2018). Rates of return to education in Sri Lanka. CREDIT Research Paper, 18/08. The University of Nottingham, Centre for Research in Economic Development and International Trade (CREDIT), Nottingham. Diakses 5 Juni 2019 dari https://www.nottingham.ac.uk/credit/documents/papers/ 2018/18-08.pdf.

[6] Behrman, J. R., & Deolalikar, A. B. (1993). Unobserved household and community heterogeneity and the labor market impact of schooling: a case study for Indonesia. Economic Development and Cultural Change, 41(3), 461-488. doi: https://doi.org/10.1086/452028.

[7] Borjas, G. J. (2015). Labor economics (7th edition). McGraw- Hill Education.

[8] BPS. (2018a). Keadaan angkatan kerja di Indonesia Februari 2018. Badan Pusat Statistik.

[9] BPS. (2018b). Keadaan angkatan kerja di Indonesia Agustus 2018. Badan Pusat Statistik.

[10] Budiarti, N. (2010). Analisis tingkat pengembalian investasi pendidikan di Provinsi Nanggroe Aceh Darussalam (Tesis, Institut Pertanan Bogor). Diakses 16 April 2019 dari https://repository.ipb.ac.id/handle/123456789/47203.

[11] Colclough, C., Kingdon, G., & Patrinos, H. (2010). The changing pattern of wage returns to education and its implications. Development Policy Review, 28(6), 733-747. doi: https://doi.org/10.1111/j.1467-7679.2010.00507.x.

[12] Cooray, A., & Potrafke, N. (2011). Gender inequality in education: Political institutions or culture and religion?. European Journal of Political Economy, 27(2), 268-280. doi: https://doi.org/10.1016/j.ejpoleco.2010.08.004.

[13] Deolalikar, A. B. (1993). Gender differences in the returns to schooling and in school enrollment rates in Indonesia. The Journal of Human Resources, 28(4), 899-932. doi: 10.2307/146297.

[14] Dumauli, M. T. (2015). Estimate of the private return on education in Indonesia: Evidence from sibling data. International Journal of Educational Development, 42, 14-24. doi: https://doi.org/10.1016/j.ijedudev.2015.02.012.

[15] e Arraes, R. D. A., Menezes, F. L. S., & Simonassi, A. G. (2014). Earning differentials by occupational categories: Gender, race and regions. Economi A, 15(3), 363-386. doi: https://doi.org/10.1016/j.econ.2014.07.001.

[16] Ehrenberg, R. G., & Smith, R. S. (2012). Modern labor economics: Theory and public policy (11th Edition). Routledge.

[17] El-Hamidi, F. (2006). General or vocational schooling? Evidence on school choice, returns, and’sheepskin’ effects from Egypt 1998. Journal of Economic Policy Reform, 9(2), 157-176. doi: https://doi.org/10.1080/13841280600772861.

[18] Fattah, N., & Abubakar, A. (2013). Analisis biaya investasi pendidikan dan personal siswa di Kota Bandung. Paedagogia, 16(2), 177-186.

[19] Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica, 47(1), 153–161. doi: 10.2307/1912352.

[20] Hendajany, N., Widodo, T., & Sulistyaningrum, E. (2016a). Human capital versus the signaling hypotheses: The case of Indonesia. Journal of Indonesian Economy and Business, 31(2), 192-207. doi: https://doi.org/10.22146/jieb.15290.

[21] Hendajany, N., Widodo, T., & Sulistyaningrum, E. (2016b). Perkembangan Tingkat Pengembalian Investasi Pendidikan Antar-Provinsi: Indonesia Family Life Survey 1993–2014. Jurnal Ekonomi dan Pembangunan Indonesia, 17(1), 44-57. doi: https://doi.org/10.21002/jepi.v17i1.647.

[22] Hungerford, T., & Solon, G. (1987). Sheepskin effects in the returns to education. The Review of Economics and Statistics, 69(1), 175–177. doi: 10.2307/1937919.

[23] ILO. (2017). Global Wage Report 2016/17: Wage inequality in the workplace. International Labour Organization. Diakses 21 Mei 2019 dari https://www.ilo.org/global/research/global-reports/ global-wage-report/2016/lang--en/index.htm.

[24] Kemendikbud. (2018). RKAKL dan DIPA Kementerian Pendidikan dan Kebudayaan. Kementerian Pendidikan dan Kebudayaan. Diakses 20 Juni 2019 dari https://www.kemdikbud. go.id/main/tentang-kemdikbud/rkakl-dan-dipa.

[25] Kirchberger, M. (2017). Natural disasters and labor markets. Journal of Development Economics, 125, 40-58. doi: https: //doi.org/10.1016/j.jdeveco.2016.11.002.

[26] Leyaro, V., & Joseph, C. (2019). Employment mobility and returns to technical and vocational training: Empirical evidence for Tanzania. CREDIT Research Paper, 19/03. The University of Nottingham, Centre for Research in Economic Development and International Trade (CREDIT), Nottingham. Diakses 20 Juni 2019 dari https://www.nottingham.ac. uk/credit/documents/papers/2019/19-03.pdf.

[27] Liu, C. (2018). Reconciling returns to education in off-farm wage employment among women in Rural China. 30th International Conference of Agricultural Economists, July 28- August 2, 2018, Vancouver, British Columbia, International Association of Agricultural Economists (IAAE).

[28] Liu, Z., Memon, A. A., Negussie, W., & Ketema, H. (2020). Interpreting the sustainable development of human capital and the sheepskin effects in returns to higher education: Empirical evidence from Pakistan. Sustainability, 12(6), 2393. doi: https://doi.org/10.3390/su12062393.

[29] Magdalyn, A. (2013). The rate of returns to education: The case of Indonesia. Research Paper. International Institute of Social Studies, The Hague, The Netherland. Diakses 19 Mei 2019 dari https://thesis.eur.nl/pub/15198/AArezia.pdf.

[30] Mahirda, K., & Wahyuni, H. (2016). Returning to general and vocational high-schools in Indonesia. Review of Economic and Business Studies, 9(2), 9-28. doi: https://doi.org/10.1515/rebs-2016-0031.

[31] McConnell, C., Brue, S., &Macpherson, D. (2016). Contemporary labor economics (11th edition). McGraw-Hill Education.

[32] Mincer, J. (1974). Schooling, experience, and earnings. National Bureau of Economic Research. Diakses 20 April 2019 dari https://www.nber.org/books/minc74-1.

[33] Mustofa, S. P. (2011). Return to education tenaga kerja di Indonesia: Analisis data IFLS 2000 dan 2007 (Tesis, Universitas Gadjah Mada).

[34] Newhouse, D., & Suryadarma, D. (2011). The value of vocational education: high school type and labor market outcomes in Indonesia. The World Bank Economic Review, 25(2), 296-322. doi: https://doi.org/10.1093/wber/lhr010.

[35] Nurteta, S., Handayani, D., & Indrayanti, R. (2018). Dynamics of return on investment for highly educated workers. In L. Gani, B. Y. Gitaharie, Z. Husodo, & A. Kuncoro (eds.), Competition and Cooperation in Economics and Business: Proceedings of the Asia-Pacific Research in Social Sciences and Humanities, Depok, Indonesia, November 7-9, 2016: Topics in Economics and Business, pp. 435-445, Routledge. Diakses 13 Mei 2019 dari https://www.taylorfrancis.com/books/e/ 9781315225227/chapters/10.1201/9781315225227-45.

[36] Pasay, N. H. A., Handayani, D., & Setiawan, B. (2011). Sheepskin and working experience effects on wage in Indonesia: The importance of signaling. Economics and Finance in Indonesia, 59(2), 117-144. doi: http://dx.doi.org/10.7454/efi.v59i2.60.

[37] Patrinos, H. A. (2016, July). Estimating the return to schooling using the Mincer equation. IZA World of Labor, 278. IZA-Institute of Labor Economics. Diakses 16 Juli 2019 dari https://wol.iza.org/articles/ estimating-return-to-schooling-using-mincer-equation/ long.

[38] Patrinos, H. A., & Psacharopoulos, G. (2010). Returns to education in developing countries. In P. Peterson, E. Baker, & B. McGaw (eds.), International encyclopedia of education, Volume 2 (3rd Edition), pp. 305–312, Elsevier Science.

[39] Patrinos, H. A., & Psacharopoulos, G. (2020). Returns to education in developing countries. In S. Bradley & C. Green (eds.), The Economics of Education: A Comprehensive Overview (2nd ed.), pp. 53–64, Elsevier. https://doi.org/10.1016/b978- 0-12-815391-8.00004-5.

[40] Patrinos, H. A., Psacharopoulos, G., & Tansel, A. (2019). Returns to investment in education: The case of Turkey. IZA Discussion Papers 12238. IZA Institute of Labor Economics. Diakses 3 Juli 2019 dari https://www.iza.org/publications/dp/12238/ returns-to-investment-in-education-the-case-of-turkey.

[41] Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment in education: a decennial review of the global literature. Education Economics, 26(5), 445-458. doi: https: //doi.org/10.1080/09645292.2018.1484426.

[42] Purnastuti, L., Miller, P., & Salim, R. (2011). Economic returns to schooling in a less developed country: Evidence for Indonesia. In N. Tsounis, A. Vlachvei, M. Gaetano, & T. Monovasilis (eds.), Proceedings: International Conference on Applied Economics (ICOAE), Aug 25 2011, pp. 495-502. Department of Economics and Food Sciences, University of Perugia, Italy.

[43] Purnastuti, L., Miller, P. W., & Salim, R. (2013). Declining rates of return to education: evidence for Indonesia. Bulletin of Indonesian Economic Studies, 49(2), 213-236. doi: https://doi.org/10.1080/00074918.2013.809842.

[44] Purnastuti, L., Salim, R., & Joarder, M. A. M. (2015). The returns to education in Indonesia: Post reform estimates. The Journal of Developing Areas, 49(3), 183-204.

[45] Romele, L. (2013). Estimation of Internal Rate of Return (IRR) to investments in education in Latvia. International Journal of Social Science and Humanity, 3(1), 1–4. doi: 10.7763/IJSSH.2013.V3.180.

[46] Sakellariou, C. (2003). Rates of return to investments in formal and technical/vocational education in Singapore. Education Economics, 11(1), 73-87. doi: https: //doi.org/10.1080/09645290210127525.

[47] Schultz, T. W. (1961). Investment in human capital. The American Economic Review, 51(1), 1-17.

[48] Setiawan, B. (2010). Efek diploma dan pengalaman kerja pada upah dan jam kerja di Indonesia (Master thesis, Universitas Indonesia).

[49] Silliman, M., & Virtanen, H. (2019). Labor market returns to vocational secondary education. ETLA Working Papers 65. ETLA Economic Research. Diakses 26 Mei 2020 dari https://www.etla.fi/en/publications/ labor-market-returns-to-vocational-secondary-education/.

[50] Smith, S. C., & Todaro, M. P. (2015). Economic development (12th Edition). Pearson Education.

[51] Spence, M. (1973). Job market signalling. The Quarterly Journal of Economics, 87(3), 355–374. doi: https: //doi.org/10.2307/1882010.

[52] Stiglitz, J. E. (1975). The theory of ”screening,” education, and the distribution of income. The American Economic Review, 65(3), 283-300.

[53] Takasaki, Y. (2017). Do natural disasters decrease the gender gap in schooling?. World Development, 94, 75-89. doi: https://doi.org/10.1016/j.worlddev.2016.12.041.

[54] WEF. (2018). The Global Gender Gap Report 2018. World Economic Forum. Diakses 7 Juli 2019 dari https://www. weforum.org/reports/the-global-gender-gap-report-2018.

[55] Xia, G., & Xu, X. (2019). Research on the wage gap between urban and rural labor: Based on CHNS micro survey data. International Journal of Economics, Finance and Management Sciences, 7(6), 197–202.

[56] Yang, C. H., Lin, C. H. A., & Lin, C. R. (2011). Dynamics of rate of returns for postgraduate education in Taiwan: the impact of higher education expansion. Asia Pacific Education Review, 12(3), 359-371. doi: https://doi.org/10.1007/s12564- 010-9132-y.

[57] Yayat H. A., Gunistiyo, & Siswanto, D. R. (2008). Studi pembiayaan pendidikan dasar dan menengah di Kota Pekalongan. Sosekhum [Jurnal Sosial, Ekonomi, dan Humaniora Universitas Pancasakti Tegal], 4(5), 1-32.

[58] Zimmermann, K. F., Biavaschi, C., Eichhorst, W., Giulietti, C., Kendzia, M. J., Muravyev, A., Pieters, J., Rodrıguez-Planas, N., & Schmidl, R. (2013). Youth unemployment and vocational training. Foundations and Trends® in Microeconomics, 9(1-2), 1-157. doi: http: //dx.doi.org/10.1561/0700000058.

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