Investigation of Human Capital Index Value and Income Distrubution in European and Central Asian Countries: The Case of Turkey

Year 2023, , 421 - 463, 29.06.2023

Elif Iliman Püsküllüoğlu

https://doi.org/10.30828/real.1184741

Cited By: 1

Abstract

Educational indicators offer a straightforward means of gauging a country's education. Besides, evaluation based on these indicators is of great significance and value. Nonetheless, education does not take place in a vacuum, and thus these indicators are results of the conditions in a country. Particularly, time and money spent on education, the family's share in economic distribution play a role in determining the current state of education. So, this study aims to evaluate the current state of education in Turkey by examining human capital indices and income distribution in countries in the Europe and Central Asia (ECA) region. For this purpose, the study uses data from the World Bank. The results of the study indicate that children born in developed countries can access near 80% of their potential upon reaching their productive age, compared to only 65% in Turkey. Additionally, Turkey has the greatest degree of income inequality, as indicated by its GINI coefficients, among other countries in the ECA region. Moreover, there are vast disparities between the income of the top 20% and the bottom 20% of Turkey’s population.

Keywords

Human Capital, Human Capital Index, Gini Coefficients, Education, Income Inequality, Percentile Shares

References

• Acemoglu, D. & Robinson, J. (2012). Why nations fail: The origins of power, prosperity, and poverty. Profile Books. Aedo, C. & Sosa, K. H. (2017). A mixed report: How Europe and Central Asian countries performed in PISA. Retrieved March 13, 2023, from https://blogs.worldbank.org/education/mixed-report-how-europe-and-central-asian-countries-performed-pisa
• Agirdir, B. (2020). Hikayesini arayan gelecek. Dogan Kitap.
• Alkin, E. (2022). İktisattan cikis. Destek Yayinlari.
• Angrist, N., Djankov, S., Goldberg, P. K., & Patrinos, H. A. (2021). Measuring human capital using global learning data. Nature, 592(7854), 403-408. https://doi.org/10.1038/s41586-021-03323-7
• Atkinson, A. B. (1997). Bringing income distribution in from the cold. The Economic Journal, 107(441), 297-321. https://doi.org/10.1111/j.0013-0133.1997.159.x
• Barro, R., J. (2001). Human capital and growth. American Economic Review, 91(2), 12-17. DOI: 10.1257/aer.91.2.12
• Becker, G. S. (1962). Investment in human capital: A theoretical analysis. Journal of Political Economy, 70(5/2), 9-49. https://www.jstor.org/stable/1829103
• Becker, G. S. (1993). Human capital a theoretical and empirical analysis with special reference to education (3. ed.). The University of Chicago Press.
• Becker, G. S., & Chiswick, B. R. (1966). Education and the Distribution of Earnings. The American Economic Review, 56(1/2), 358-369. https://www.jstor.org/stable/1821299
• Becker, G. S., Murphy, K. M., & Tamura, R. (1990). Human capital, fertility, and economic growth. Journal of Political Economy, 98(5/2), 12-37. https://doi.org/10.1086/261723
• Campbell, S. G., & Ungor, M. (2020). Revisiting human capital and aggregate income differences. Economic Modelling, 91, 43-64. https://doi.org/10.1016/j.econmod.2020.05.016
• Castelló-Climent, A., & Doménech, R. (2021). Human capital and income inequality revisited. Education Economics, 29(2), 194-212. https://doi.org/10.1080/09645292.2020.1870936
• Checchi, D. (2000). Does educational achievement help to explain income inequality? Inequality, growth, and poverty in an era of liberalization and globalization. The United Nations University, Working Papers No.208. Retrieved March 15, 2023, from https://www.wider.unu.edu/sites/default/files/wp208.pdf
• Checchi, D. (2006). The economics of education, human capital, family background and inequality. Cambridge University Press. https://doi.org/10.1017/CBO9780511492280
• Coady, D., & Dizioli, A. (2018). Income inequality and education revisited: persistence, endogeneity, and heterogeneity. Applied Economics, 50(25), 2747-2761. https://doi.org/10.1080/00036846.2017.1406659
• Denison, E. F. (1962). Education, economic growth, and gaps in information. Journal of Political Economy,70(5/2), 124-128. DOI: 10.1086/258729
• Driessen, G., Agirdag, O., & Merry, M. S. (2016). The gross and net effects of primary school denomination on pupil performance. Educational Review, 68(4), 466-480. DOI: 10.1080/00131911.2015.1135880
• D’Souza, R., Gatti, R. & Kraay, A. (2019). A socioeconomic disaggregation of World Bank Human Capital Index. (World Bank Policy Research Working Paper. 9020). http://www.worldbank.org/prwp.
• Emirkadi, O. (2020). Review on Turkey’s development process and its human capital performance. Journal of Emerging Economies and Policy, 5(2), 121-131. https://dergipark.org.tr/tr/pub/joeep/issue/55982/764917
• Filmer, D., Rogers, H., Angrist, N. & Sabarwal, S. (2018). Learning-adjusted years of schooling: Defining a new macro measure of education. (Policy Research Working Paper. 8591). World Bank. https://openknowledge.worldbank.org/handle/10986/30464
• Fix, B. (2018). The trouble with human capital theory, Working Papers on Capital as Power, No. 2018/07, Forum on Capital as Power - Toward a New Cosmology of Capitalism, http://www.capitalaspower.com/?p=2528
• Friderichs, T.J., Keeton, G. & Rogan, M. (2021). Measuring human capital in South Africa using a socioeconomic status human capital index approach. Development Southern Africa, 1-19. https://doi.org/10.1080/0376835X.2021.1941779
• Egilmez, M. (2022). Yapisal reformlar ve Turkiye. Remzi Kitapevi.
• Galor, O., & J. Zeira (1993). Income distribution and macroeconomics. Review of Economic Studies, 60, 35–52. https://doi.org/10.2307/2297811
• Gennaioli, N., La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. (2013). Human capital and regional development. The Quarterly Journal of Economics, 128(1), 105-164. Retrieved March 16, 2023, from https://scholar.harvard.edu/files/shleifer/files/human_capital_qje_final.pdf
• Gumus, E. & Sisman. M. (2014). Egitim ekonomisi ve planlamasi (2. bs). Pegem Akademi.
• Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37, 204-212. https://doi.org/10.1016/j.econedurev.2013.04.005 Iliman Puskulluoglu, E. & Ekinci, C. E. (2018). Orgutlerde entelektuel sermaye ve yonetimi. In Yonetim ve Egitim Yonetimi Kuramlari (Ed. K. Demir & K. Yılmaz) (pp. 357-385). Pegem.
• Jeynes, W. H. (2012). A meta-analysis on the effects and contributions of public, public charter, and religious schools on student outcomes. Peabody Journal of Education, 87(3), 305-335. https://www.jstor.org/stable/41725437
• Karaman, B. & Ozcalik, M. (2007). A result of income distribution inequality in Turkey: Child labour. Journal of Management and Economics, 14(1), 1-17. https://dergipark.org.tr/tr/download/article-file/145936
• Lee, J. W., & Lee, H. (2018). Human capital and income inequality. Journal of the Asia Pacific Economy, 23(4), 554-583. Retrieved March 19, 2023, from https://www.adb.org/sites/default/files/publication/401466/adbi-wp810.pdf
• Lim, S. S., Updike, R. L., Kaldjian, A. S., Barber, R. M., Cowling, K., York, H., ... & Murray, C. J. (2018). Measuring human capital: a systematic analysis of 195 countries and territories, 1990–2016. The Lancet, 392(10154), 1217-1234. DOI:https://doi.org/10.1016/S0140-6736(18)31941-X
• Kraay, A. (2018). Methodology for a World Bank Human Capital Index. World Bank Policy Research Working Paper. 8593. http://www.worldbank.org/prwp.
• Kroch, E. A., & Sjoblom, K. (1994). Schooling as human capital or a signal: Some evidence. Journal of Human Resources, 29(1),156-180. https://www.jstor.org/stable/146060 Kurul, N. (2012). Egitim finansmanı (2. bs). Siyasal Kitabevi.
• Mincer, J. (1974). Progress in human capital analysis of the distribution of earnings. National Bureau of Economic Research Working Paper, no:53. Retrieved March 19, 2023, from https://www.nber.org/system/files/working_papers/w0053/w0053.pdf
• Mincer, J. (1984). Human capital and economic growth. Economics of Education Review, 3(3), 195-205. https://doi.org/10.1016/0272-7757(84)90032-3
• Morgan, J. (1962). The anatomy of income distribution. The Review of Economics and Statics, 44(3). 270-283. https://www.jstor.org/stable/pdf/1926398.pdf
• Murthi, M. & Sondergaard, L. (2010). Skills, not just diplomas: The path for education reforms in ECA. Europe and Central Asia, Knowledge Brief, Volume 20, 56702. The World Bank. Retrieved March 13, 2023, from http://hdl.handle.net/10986/10191
• Moyo, C., Mishi, S., & Ncwadi, R. (2022) Human capital development, poverty, and income inequality in the Eastern Cape province. Development Studies Research, 9(1), 36-47, DOI: 10.1080/21665095.2022.2032236
• Nussbaum, M. & Sen, A. (Eds.). (1993). The quality of life. Clarendon Press.
• Organization for Economic Co-operation and Development (OECD). (n.d). Income inequality. Retrieved February 25, 2022, from https://data.oecd.org/inequality/income-inequality.htm.
• Organization for Economic Co-operation and Development (OECD). (2021). OECD Child Well-being Dashboard. Retrieved March 18, 2023, from https://www.oecd.org/els/family/child-well-being/data/dashboard/
• Oz, S. (2019). The relations between Gini coefficient and P80/P20 in income inequality: Turkey 2000-2016. Istanbul Ticaret Universitesi Sosyal Bilimler Dergisi. 18(35). 587-605. https://search.trdizin.gov.tr/yayin/detay/334109/
• Park, J. (2006). Dispersion of human capital and economic growth. Journal of macroeconomics, 28(3), 520-539. https://doi.org/10.1016/j.jmacro.2004.09.004
• Patrinos, H. A. (2022). Learning recovery plan for countries in Europe and Central Asia. Education for Global Development, May 22. Retrieved March 13, 2023, from https://blogs.worldbank.org/education/learning-recovery-plan-countries-europe-and-central-asia
• Patrinos, H. A. & Angrist, N. (2018). Global data set on education quality: A review and update (2000-2017). (Policy Research Working Paper. 8592). World Bank. https://openknowledge.worldbank.org/handle/10986/30465
• Patrinos, H.A., Sava, A., Shmis, T., & Frias M. (2022). Learning recovery after COVID-19 in Europe and Central Asia: Policy and Practice Brief. Education, Europe and Central Asia, World Bank. Retrieved March 13, 2023, from https://documents1.worldbank.org/curated/en/711021644242392556/pdf/Learning-Recovery-after-COVID-19-in-Europe-and-Central-Asia-Policy-and-Practice.pdf.
• Perotti, R. (1996). Growth, income distribution, and democracy: What the data say. Journal of Economic growth, 149-187. https://www.jstor.org/stable/40215914
• Pennings, S. (2020). The utilization-adjusted human capital index (UHCI). (World Bank Policy Research Working Paper. 9375). http://www.worldbank.org/prwp.
• Psacharopoulus, G. & Patrinos, H. A. (2004). Human capital and rates of return. In G. Johnes and J. Johnes (Eds). International handbook on the economics of education (pp.1-57). Edward Elgar Publishing.
• Rodríguez‐Pose, A., & Tselios, V. (2009). Education and income inequality in the regions of the European Union. Journal of Regional Science, 49(3), 411-437. https://doi.org/10.1111/j.1467-9787.2008.00602.x
• Sahota, G. S. (1978). Theories of personal income distribution: A survey. Journal of Economic Literature. 16(1). 1-55. https://www.jstor.org/stable/2723129
• Schultz, T. W. (1960). Capital formation by education. Journal of Political Economy, 68(6). 571-583. https://doi.org/10.1086/258393
• Schultz, T. W. (1961). Investment in human capital. The American Economic Review, 51(1), 1-17. https://www.jstor.org/stable/1818907
• Schultz, T. (1992). The role of education and human capital in economic development: An empirical assessment. Institute for Policy Reform, Working Paper Series (No. 2282-2019-4159). DOI: 10.22004/ag.econ.294686
• Sen, A. (2000). Development as freedom. Knopf.
• Stevens, P. & Weale, M. (2004). Education and economic growth. In G. Johnes and J. Johnes (Eds). International handbook on the economics of education (pp.164-188). Edward Elgar Publishing.
• Stiglitz, J. E. (2013). The price of inequality. How today’s divided society endangers our future. W.W. Norton & Company.
• Stiglitz, J. E., Sen, A., & Fitoussi, J. P. (2009a). Report by the commission on the measurement of economic performance and social progress. Retrieved March 15, 2023, from https://www.cbs.nl/-/media/imported/documents/2011/36/stiglitzsenfitoussireport_2009.pdf.
• Stiglitz, J., Sen, A. K., & Fitoussi, J. P. (2009b). The measurement of economic performance and social progress revisited: reflections and overview (No. hal-01069384). HAL. Retrieved March 15, 2023, from https://ideas.repec.org/p/hal/spmain/hal-01069384.html.
• Suhendra, I., Istikomah, N., Ginanjar, R. A. F., & Anwar, C. J. (2020). Human capital, income inequality and economic variables: A panel data estimation from a region in Indonesia. The Journal of Asian Finance, Economics and Business, 7(10), 571-579. DOI: 10.13106/jafeb.2020.vol7.no10.571
• Sumer, B. (2016). Inequality in Turkey by income categories. Journal of Life Economics, 3(4), 101-116. https://doi.org/10.15637/jlecon.154
• Tan, E. (2014). Human capital theory: A holistic criticism. Review of educational research, 84(3), 411-445. https://www.jstor.org/stable/24434243
• TEDMEM, (2018). Dunya Bankasi 2018 insan sermayesi endeksi sonuclari. Retrieved September 26, 2022, from https://tedmem.org/genel/dunya-bankasi-2018-insan-sermayesi-endeksi-sonuclari
• Topuz, S. G., & Sekmen, T. (2020). Analysis of factors affecting household income inequality with Lorenz and concentration curves and interregional comparison in Turkey. Curr Res Soc Sci, 6(2), 103-124. doi:10.30613/curesosc.742181
• Tuastad, S. (2016). What is it like to be a student in a religious school? Religion & Education, 43(1), 60-76, DOI: 10.1080/15507394.2015.1046796
• United Nations Development Programme (UNDP), Human Development Reports. (n.d.). Inequality-adjusted HDI. Retrieved September 21, 2022, from https://hdr.undp.org/data-center/specific-country-data#/countries/TUR
• United Nations Development Programme (UNDP), Human Development Reports. (2022). 2021/22 HDR Technical Notes. Retrieved September 21, 2022, from https://hdr.undp.org/sites/default/files/2021-22_HDR/hdr2021-22_technical_notes.pdf
• Uyanik, Y. & Yesilkaya, F. (2021). The effect of women employment by educational attainment level on income inequality: A panel data analysis. Journal of Academic Researches and Studies, 13(4), 11-22. https://doi.org/10.20990/kilisiibfakademik.794907
• Unal, I. B. & Dogan, K. (2021). The micro-level analysis of the impact of inflation on income inequality in Turkey. Ankara University SBF Journal, 77(2), 309-332. https://doi.org/10.33630/ausbf.1039511
• Vaitkevičius, S., Čiutienė, R., Meilienė, E., & Savanevičienė, A. (2015). Typology of human capital development in EU countries. Procedia economics and finance, 23, 1641-1648. https://doi.org/10.1016/S2212-5671(15)00520-1
• Welch, F. (1975). Human capital theory: Education, discrimination, and life cycles. The American Economic Review, 65(2), 63-73. https://www.jstor.org/stable/1818835
• World Bank. (2020). The Human Capital Index (HCI) 2020. Retrieved February 3, 2022, from http://databank.worldbank.org/data/source/human-capital-index
• World Bank. (2021). The Human Capital Index 2020 Update: Human Capital in The Time Of COVID-19. Retrieved February 3, 2022, from https://elibrary.worldbank.org/doi/abs/10.1596/978-1-4648-1552-2
• World Bank. (n.d.). SES-HCI, Insights from Disaggregating the Human Capital Index. Retrieved February 25, 2022, from https://www.worldbank.org/en/publication/human-capital/brief/insights-from-disaggregating-the-human-capital-index.
• World Bank. (n.d.). Gini Index (World Bank Estimates). Retrieved February 1, 2022, from https://data.worldbank.org/indicator/SI.POV.GINI?view=chart.
• World Bank. (n.d). World Development Index. Retrieved March 2, 2022, from https://data.worldbank.org/indicator/SI.DST.FRST.10?view=chart.
• Yilmaz, Z. & Danisoglu, F. (2017). The role of human capital on economic development and the human development index as the view of human development in Turkey. Dumlupinar University, Journal of Social Sciences, 51, 117-147. https://dergipark.org.tr/tr/pub/dpusbe/issue/27739/294762