Educational and Innovative Elements of Human Capital and Their Impact on Economic Growth
DOI:
https://doi.org/10.17059/ekon.reg.2023-1-9Keywords:
human capital, education, GDP per capita, research and development, economic growth, expenditure on education, ratio of students to teacher, employees in research and development, patents, V4 countriesAbstract
Human capital is an important factor for economic growth and the development of socio-economic systems. However, the appropriate expression of the value of human capital, the mechanism and its impact on economic development are still under discussion. It is hypothesised that there is a relationship between human capital and economic growth. To test this hypothesis, data on the group of Visegrad (V4) countries for the period 2000–2019 was analysed. The study examines the presence of a causal link between some attributes of human capital and economic growth and the conditions, under which its positive effects can be expected based on statistical methods. It also deals with the role and the applicability of some of its characteristics to express the impact of human capital on economic growth. The model revealed a positive, statistically significant relationship between gross domestic product per capita and the innovative capacity of human capital and the qualifications of employees. The impact of tools for human capital creation and development extends over a longer period and is reduced by the simultaneous action of other labour market factors. Currently, economies are affected by the Covid-19 pandemic. Corresponding changes are also noticeable in the way work is done, with more weight on the home office. It will be interesting to examine how this transformation will affect economic growth. The changes in the position of employees and the care of companies for human capital are also a good topic for further research that can be conducted every few years.
References
Acemoglu, D. (2012). Introduction to economic growth. Journal of economic theory, 147(2), 545-550. DOI: https://doi.org/10.1016/j.jet.2012.01.023
Anderson, K., Gong, X., Hong, K. & Zhang, X. (2016). Do selective high schools improve student achievement? Effects of exam schools in China. China economic review, 40, 121-134. DOI: http://dx.doi.org/10.2139/ssrn.2681218
Angrist, N., Djankov, S., Goldberg, P. K. & Patrinos, H. A. (2019). Measuring human capital. The World Bank. Washington: World Bank Group Education Global Practice & Development Economics Office, 46. DOI: https://doi.org/10.1596/1813-9450-8742
Barro, R. J. & Lee, J.-W. (1993). International comparisons of educational attainment. Journal of Monetary Economics, 32(3), 363-394. DOI: https://doi.org/10.1016/0304-3932(93)90023-9
Barro, R. J. & Sala-i-Martin, X. (1992). Convergence. Journal of Political Economy, 100(2), 223-251.
Barro, R. J. (2001). Human capital and growth. The American Economic Review, 91(2), 12-17. DOI: https://doi.org/10.1257/aer.91.2.12
Bassanini, A., Scarpetta, S. & Hemmings, P. (2001). Economic Growth: The Role of Policies and Institutions: Panel Data. Evidence from OECD Countries. OECD Economics Department Working Papers, No 283, Paris: OECD Publishing, 70 p.
Benhabib, J. & Spiegel, M. M. (1994). The Role of human capital in economic development. Evidence from aggregate cross-country time. Journal of Monetary Economics, 34(2), 143-173. DOI: https://doi.org/10.1016/0304-3932(94)90047-7
Blanco, L., Prieger, J. & Gu, J. (2013). The Impact of Research and Development on Economic Growth and Productivity in the US States. Malibu Pepperdine University, School of Public Policy Working Papers, 48, November 2013, 54. DOI: https://doi.org/10.1002/soej.12107
Blundell, R., Dearden, L., Meghir, C. & Sianesi, B. (1999). Human capital investment: the returns from education and training to the individual, the firm and the economy. Fiscal studies, 20(1), 1-23. DOI: https://doi.org/10.1111/j.1475-5890.1999.tb00001.x
Cingano, F. (2014). Trends in Income Inequality and its Impact on Economic Growth. OECD Social, Employment andMigration Working Papers, No. 163, Paris: OECD Publishing, 64. DOI: http://dx.doi.org/10.1787/5jxrjncwxv6j-en
De La Fuente, A. & Ciccone, A. (2003). Human capital in a global and knowledge-based economy. UFAE and IAE Working Papers, Vol. 562. Luxembourg: Office for Official Publications of the European Communities, 121.
De La Fuente, A. & Doménech, R. (2000). Human capital in growth regressions: how much difference does data quality make? Economic Department Working Paper No. 262, January 2000, 59. DOI: https://doi.org/10.1787/750033432084.
De La Fuente, A. & Doménech, R. (2006). Human capital in growth regressions: how much difference does data quality make? Journal of the European Economic Association, 4(1), 1-36. DOI: https://doi.org/10.1162/jeea.2006.4.1.1
Delgado, M. S., Henderson, D. J. & Parmeter, C. F. (2014). Does education matter for economic growth? Oxford Bulletin of Economics and Statistics, 76(3), 334-359. DOI: https://doi.org/10.1111/obes.12025
Dissou, Y., Didic, S. & Yakautsava, T. (2016). Government spending on education, human capital accumulation, and growth. Economic Modelling, 58, 9-21. DOI: https://doi.org/10.1016/j.econmod.2016.04.015
Ehrenberg, R. G., Brewer, D. J., Gamoran, A. & Willms, J. D. (2001). Class size and student achievement. Psychological science in the public interest, 2(1), 1-30. DOI: https://doi.org/10.1111/1529-1006.003
Eurostat. (2020a). Key figures on Europe — Statistics illustrated — 2020 edition. Luxembourg: Office for Official Publications of the European Communities, 67.
Eurostat. (2020b). National accounts. Retrieved from: https://ec.europa.eu/eurostat/data/database (Date of access: 02.12.2020).
Freňáková, M., Gazda, V. & Jasovská, J. (2010). Hidden cooperation or competition among industrial production branches: some results for the Slovak republic. E+M. Ekonomie a Management, 13(3), 6-15.
Funke, M. & Strulik, H. (2000). On endogenous growth with physical capital, human capital and product variety. European Economic Review, 44(3), 491-515. DOI: https://doi.org/10.1016/S0014-2921(98)00072-5
Glaeser, E. L., La Porta, R., Lopez-De-Silanes, F. & Shleifer, A. (2004). Do institutions cause growth? Journal of economic Growth, 9(3), 271-303.
Hanushek, E. A. & Kimko, D. D. (2000). Schooling, labor-force quality, and the growth of nations. American economic review, 90(5), 1184-1208. DOI: 10.1257/aer.90.5.1184
Hanushek, E. A. & Woessmann, L. (2007). The role of education quality for economic growth. Washington: World Bank, The World Bank Policy Research Working Paper, No. 4122, 94. DOI: https://doi.org/10.1596/1813-9450-4122
Hanushek, E. A. & Woessmann, L. (2012). The economic benefit of educational reform in the European Union. CESifo economic studies, 58(1), 73-109. DOI: https://doi.org/10.1093/cesifo/ifr032
Holmes, C. (2013). Has the Expansion of Higher Education Led to Greater Economic Growth? National Institute Economic Review, 224(1), 29-47. DOI: https://doi.org/10.1177/002795011322400103
Huňady, J. & Orviská, M. (2014). The impact of research and development expenditures on innovation performance and economic growth of the country — the empirical evidence. CBU international conference proceedings, 2, 119-125. DOI: http://dx.doi.org/10.12955/cbup.v2.454.
International Monetary Fund. (2009). Balance of payments and international investment position manual. Washington, D.C.: IMF, Sixth Edition (BPM6), 371.
Islam, N. (1995). Growth empirics: a panel data approach. The quarterly journal of economics, 110(4), 1127-1170. DOI: https://doi.org/10.2307/2946651
Izushi, H. & Huggins, R. (2004). Empirical analysis of human capital development and economic growth in European regions. Third Report on Vocational Training Research in Europe, Series, (54), Luxembourg: Office for Official Publications of the European Communities, 50.
Krueger, A. B. (2003). Economic considerations and class size. The economic journal, 113(485), 34-63. DOI: https://doi.org/10.1111/1468-0297.00098
Leuven, E. & Oosterbeek, H. (2011). Over education and mismatch in the labor market. Handbook of the Economics of Education, 4, 283-326. DOI: https://doi.org/10.1016/B978-0-444-53444-6.00003-1
Lucas, R. E. (2018). On the mechanics of economic development. Journal of monetary economics, 22(1), 3-42. DOI: https://doi.org/10.1016/0304-3932(88)90168-7
Mankiw, N. G., Romer, D. & Weil, D. N. (1992). A contribution to the empirics of economic growth. The quarterly journal of economics, 107(2), 407-437. DOI: https://doi.org/10.2307/2118477
Murthy, N. V. & Chien, I. S. (1997). The empirics of economic growth for OECD countries: some new findings. Economics letters, 55(3), 425-429. DOI: https://doi.org/10.1016/S0165-1765(97)00092-X
Nelson, R. R. & Phelps, E. S. (1966). Investment in humans, technological diffusion, and economic growth. The American economic review, 56(1/2), 69-75.
Nonneman, V. & Vandhoult, P. (1996). A Further Augmentations of the Solow Model and the Empirics of Economic Growth for OECD Countries. Quarterly Journal of Economics, 111(3), 943-953. DOI: https://doi.org/10.2307/2946677
Odit, M. P., Dookhan, K. & Fauzel, S. (2010). The impact of education on economic growth: The case of Mauritius. International Business & Economics Research Journal, 9(8), 141-152. DOI: https://doi.org/10.19030/iber.v9i8.620
OECD. (2020), Researchers (indicator). Retrieved from: https://data.oecd.org/rd/researchers.htm#indicator-chart (Date of access: 02.12.2020).
OECD. (2020). Education at a Glance 2020: OECD Indicators. Paris: OECD Publishing, 476. DOI: https://doi.org/10.1787/69096873-en
Oketch, M., McCowan, T. & Schendel, R. (2014). The impact of tertiary education on development: A rigorous literature review. London: Department for International Development (DFID), 129.
Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184-190. DOI: https://doi.org/10.1016/S2212-5671(15)00258-0
Peterson, E. W. F. (2017). The role of population in economic growth. Sage Open, 7(4). DOI: https://doi.org/10.1177/2158244017736094
Riley, G. (2012). Economic Growth-The Role of Human & Social Capital, Competition & Innovation. Retrieved from: http://www.tutor2u.net/economics/ revisionnotes/a2-macro-economic-growth-capital.html (Date of access: 02.12.2020).
Romer, P. M. (1989). Human capital and growth: theory and evidence (No. w3173). Cambridge (MA): National Bureau of Economic Research, 51. DOI: 10.3386/w3173.
Shultz, G. P. & Hanushek, E. A. (2012). Education is the key to a healthy economy. Wall Street Journal, 1, 1-2.
Simionescu M. & Naroș M. S. (2019). Sustainable Development and the Insertion of Higher Educated Unemployed People on Romanian Labour Market. Academic Journal of Economic Studies, 5(1), 12–16.
Sokolov-Mladenović, S., Cvetanović, S. & Mladenović, M. (2016). R&D expenditure and economic growth: EU28 evidence for the period 2002–2012. Economic Research-Ekonomska Istraživanja, 29(1), 1005-1020. DOI: http://dx.doi.org/10.1080/1331677X.2016.1211948
Son, L., Noja G. G., Ritivoiu M. & Tolteanu, R. (2013). Education and Economic Growth: an Empirical Analysis of Interdependencies and Impacts Based on Panel Data. Timisoara Journal of Economics and Business, 6(19), 39–54.
Širá, E., Vavrek, R., Kravčáková Vozárová, I. & Kotulič, R. (2020). Knowledge economy indicators and their impact on the sustainable competitiveness of the EU countries. Sustainability, 12(10), 4172-4194. DOI: https://doi.org/10.3390/su12104172
UNESCO. (2020). EFA 2000-2015 — Indicator Monitoring Framework. 499. Retrieved from: http://uis.unesco.org/en/search/site/pupil%20teacher%20ratio?f%5B0 %5D=type%3Adocument (Date of access: 03.12.2020)
Urquiola, M. (2001). Identifying class size effects in developing countries: Evidence from rural schools in Bolivia. Washington: The World Bank, 49. DOI: https://doi.org/10.1596/1813-9450-2711
WEF. (2017). The Global Human Capital Report 2017. World economic forum, 191. Retrieved from: http://www3.weforum.org/ docs/WEF_Global_Human_Capital_Report_2017.pdf (Date of access: 02.12.2020)


