
Received 15.04.2021. Revised 17.03.2022. Accepted 06.04.2022.
Acknowledgements. The article was prepared in the framework of a research grant funded by the Ministry of Science and Higher Education of the Russian Federation (grant ID: 075-15-2020-930).
Abstract. The paper aims to compare the impact of government expenditure on education on the human development index (HDI) at the level of three groups of countries – developed, developing and least developed ones. The Granger causality test underlies the methodological approach of the research. The author proves a cyclical nature in the efficiency of government expenditure on education and its dependence on the starting socio-economic conditions. The highest efficiency of the former was found in the group of developing countries, especially countries with middle income and relatively higher economic growth rates. With a relatively high proportion of people with completed secondary education, additional investments to education are converted into an increase in years of study, the rising proportion of people with a higher or post-secondary education, and a consequent increase in incomes. The return on investment in education is skyrocketing. At the same time, the groups of developed and least developed countries show no significant impact of a stimulating fiscal policy on the HDI. The least developed countries are in fact on the first stages of building the education system, and this is associated with a substantial demand for investment in educational infrastructure, has extremely low profitability and long payback periods. Accordingly, in the short and medium term, there is no effect from rising public investment in education. Simultaneously, upon reaching a certain level of educational maturity (in developed countries), the marginal efficiency of public investments begins to decline. In fact, the law of diminishing marginal productivity of government expenditures begins to work, when their additional increase does not lead to a significant increase in the human development index.
Keywords: human development index, human capital, government expenditure, education, developed countries, developing countries, least developed countries, Granger causality test
REFERENCES
1. Debre M., Dijkstra H. Covid‑19 and Policy Responses by International Organizations: Crisis of Liberal International Order or Window of Opportunity? Global Policy, 2021, vol. 12, no. 4, pp. 443-454. Available at: https://doi.org/10.1111/1758-5899.12975
2. Sakwa R. Multilateralism and Nationalism in an Era of Disruption: the Great Pandemic and International Politics. Journal of International Analytics, 2020, vol. 11, no. 3, pp. 129-150. Available at: https://doi.org/10.46272/2587-8476-2020-11-3-129-150
3. Cepaluni G., Dorsch M., Branyiczki R. Political Regimes and Deaths in the Early Stages of the COVID‑10 Pandemics. APSA Preprints, 2020. 49 p. Available at: https://doi.org/10.33774/apsa-2020-5lhhc
4. Kleinfeld R. Do Authoritarian or Democratic Countries Handle Pandemics Better? Do Authoritarian or Democratic Countries Handle Pandemics Better? Carnegie Endowment for International Peace, 31.03.2020. Available at: https://carnegieendowment.org/2020/03/31/do-authoritarian-or-democratic-countries-handle-pandemics-better-pub-81404 (accessed 10.03.2022).
5. Lucas R. On the Mechanics of Economic Development. Journal of Monetary Economics, 1988, vol. 22, no. 1, pp. 3-42. Available at: https://doi.org/10.1016/0304-3932(88)90168-7
6. Hanushek E., Woessmann L. The Role of Cognitive Skills in Economic Development. Journal of Economic Literature, 2008, vol. 46, no. 3, pp. 607-668. Available at: https://doi.org/10.1257/jel.46.3.607
7. Rauch J. Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities. Journal of Urban Economics, 1993, vol. 34, no. 3, pp. 380-400.
8. Sianesi B., van Reenen J.M. The Returns to Education: Macroeconomics. Journal of Economic Surveys, 2003, vol. 17, no. 2, pp. 157-200. Available at: https://doi.org/10.1111/1467-6419.00192
9. Foster A.D., Rosenzweig M.R. Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture. Journal of Political Economy, 1995, vol. 103, no. 6, pp. 1176-1209. Available at: https://doi.org/10.1086/601447
10. Rowlingson K. Does Income Inequality Cause Health and Social Problems? Birmingham, University of Birmingham, 2011. 51 p.
11. Schultz T. Investment in Human Capital. American Economic Review, 1961, no. 51, pp. 1-17.
12. Card D. E. The Causal Effect of Education on Earnings: Handbook of Labor Economics. Ashenfelter O., Card D. E., eds. Amsterdam, Elsevier Science, 1999, pp. 1802-1859.
13. Coady D., Dizioli A. Income Inequality and Education Revisited: Persistence, Endogeneity, and Heterogeneity. IMF Working Paper, 2017, no. WP/17/126, ðð. 1-23.
14. Woessmann L. Efficiency and Equity of European Education and Training Policies. CESifo Working Paper, 2006, no. 1779, ðð. 1-48.
15. Strauss J., Duncan T. Nutrition, and Economic Development. Journal of Economic Literature, 1998, vol. 36, no. 2, pp. 766-817.
16. Schultz T.P. Productive Benefits of Improving Health: Evidence from Low-Income Countries. Yale University Economic Growth Center Discussion Paper, 2005, no. 903, pp. 1-31.
17. Stewart F. Adjustment and Poverty: Options and Choices. London, Routledge, 1995. 256 ð.
18. Ranis G. Human Development and Economic Growth. Yale University Economic Growth Center Discussion Paper, 2004, no. 887, pp. 1-15.
19. Behrman J., Wolfe B.L. How Does Mother’s Schooling Affect the Family’s Health, Nutrition, Medical Care Usage and Household Sanitation? Journal of Econometrics, 1987, vol. 36, no. 1-2, pp. 185-204.
20. Mau V.A. Human capital: challenges for Russia. Voprosy ekonomiki, 2012, no. 7, pp. 114-132. (In Russ.) Available at: https://doi.org/10.32609/0042-8736-2012-7-114-132
21. Muritala T., Taiwo A. Government Expenditure and Economic Development: Empirical Evidence from Nigeria. European Journal of Business and Management, 2011, vol. 3, no. 9, pp. 18-28.
22. Dissou Y., Didic S., Yakautsava T. Government Spending on Education, Human Capital Accumulation, and Growth. Economic Modelling, 2016, no. 58, pp. 9-21. Available at: https://doi.org/10.1016/j.econmod.2016.04.015
23. Miningou E.W. Quality Education and the Efficiency of Public Expenditure A Cross-Country Comparative Analysis. World Bank Policy Research Working Paper, 2019, no. 9077, pp. 1-24.
24. Afonso A., St. Aubyn M. Non-parametric Approaches to Education and Health Efficiency in OECD Countries. Journal of Applied Economics, 2005, no. VIII, pp. 227-246.
25. Agasisti T. The Efficiency of Public Spending on Education: An Empirical Comparison of EU Countries. European Journal of Education, 2014, vol. 49, no. 4, pp. 543-557. Available at: https://doi.org/10.1111/ejed.12069
26. Gimenez V., Prior D., Thieme C. Technical Efficiency, Managerial Efficiency and Objective Setting in the Educational System: An International Comparison. Journal of the Operational Research Society, 2007, vol. 58, no. 8, pp. 996-1007. Available at: https://doi.org/10.1057/palgrave.jors.2602213
27. Gupta S., Verhoeven M., Tiongson E.R. The Effectiveness of Government Spending on Education and Health Care in Developing and Transition Economies. European Journal of Political Economy, 2002, vol. 18, no. 4, pp. 717-737.
28. Estache A., Trujillo L., Gonzalez M. Government Expenditures on Education, Health, and Infrastructure: A Naive Look at Levels, Outcomes, and Efficiency. World Bank Policy Research Working Paper, 2007, no. 4219, pp. 1-26.
29. Reinhart C.M., Rogoff K.S. This Time Is Different: Eight Centuries of Financial Follies. Princeton, Princeton University Press, 2009. 512 p.
30. Monusova G. What determines the perception of income inequality. World Economy and International Relations, 2016, vol. 60, no. 1, pp. 53-67. (In Russ.) Available at: https://doi.org/10.20542/0131-2227-2016-60-1-53-67
31. Keefer P., Knack S. Boondoggles, Rent-seeking, and Political Checks and Balances: Public Investment under Unaccountable Governments. Review of Economics and Statistics, 2007, no. 89, pp. 566-572. Available at: https://doi.org/10.1162/rest.89.3.566
32. Staudinger U.M., Lindenberger U. Understanding Human Development: Dialogues with Lifespan Psychology. Bonn, Springer, 2003. 536 p. Available at: https://doi.org/10.1007/978-1-4615-0357-6
33. Sen A. Development as Freedom. Washington, Random House, 1999. 384 p.
34. Nubler I. The Human Development Index Revisited. Intereconomics, 1995, vol. 30, no. 4, pp. 171-176. Available at: https://doi.org/10.1007/BF02928088
35. Gorbunova O.E., Gegamyan M.A. HDI: calculation methodologies, indicators and indicators. Socio-economic phenomena and processes, 2013, no. 3 (049), pp. 49-53. (In Russ.)
36. Tsapenko I. Human resources in the field of science and technology: state and efficiency of use. World Economy and International Relations, 2014, no. 4, pp. 3-15. (In Russ.) Available at: https://doi.org/10.20542/0131-2227-2014-4-3-15
37. Folster S., Henrekson M. Growth and the Public Sector: A Critique of the Critics. European Journal of Political Economy, 1999, no. 15, pp. 337-358.
SOURCES
1. Human Development Report 2019. Beyond Income, beyond Averages, beyond Today: Inequalities in Human Development in the 21st Century. New York, UNDP, 2019. Available at: https://hdr.undp.org/sites/default/files/hdr2019.pdf (accessed 03.03.2022).
2. World Development Report. The Changing Nature of Work. Washington, World Bank Group, 2019. Available at: https://www.worldbank.org/en/publication/wdr2019 (accessed 10.12.2021).
3. Human Development Data Center. New York, UNDP. Available at: https://hdr.undp.org/en/data (accessed 15.03.2022).
4. World Development Indicators. Washington, World Bank. Available at: https://databank.worldbank.org/source/worlddevelopment-indicators (accessed 15.03.2022).
5. Education at a Glance 2020: OECD Indicators. Paris, OECD, 2020. Available at: https://doi.org/10.1787/69096873-en (accessed 15.03.2022).
6. Every Child Learns. UNICEF Education Strategy 2019–2030. New York, UNICEF, 2019. Available at: https://www.unicef.org/media/59856/file/UNICEF-education-strategy-2019-2030.pdf (accessed 15.03.2022).
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