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Education Expenditures and Growth: Is R&D the link?

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  • Diakodimitriou, Danai
  • Tsioutsios, Alexandros
  • Papageorgiou, Theofanis

Abstract

This article empirically investigates the relationship between education expenditures and economic growth. The study focuses on European countries with different models of state intervention, i.e. Germany, France, Greece, Italy, Spain, and Portugal, for the period 1996–2019, employing econometric techniques, such as adaptive LASSO and 3SLS model. The study finds that education expenditure significantly influences GDP per capita identifying the R&D expenditures as the main channel through which education expenditures influence economic growth. The findings are consistent throughout the sample. Also, we extend the existing literature, as the first research to empirically identify R&D expenditures as the key channel, leading to useful insights for policy makers, regarding economic growth. Specifically, it indicates that strategic funding allocation in education, particularly paired with R&D, should boost economic growth and resilience. This positive outcome leads to optimized allocation of public expenditures for innovation and competitiveness.

Suggested Citation

  • Diakodimitriou, Danai & Tsioutsios, Alexandros & Papageorgiou, Theofanis, 2025. "Education Expenditures and Growth: Is R&D the link?," Journal of Policy Modeling, Elsevier, vol. 47(2), pages 322-337.
  • Handle: RePEc:eee:jpolmo:v:47:y:2025:i:2:p:322-337
    DOI: 10.1016/j.jpolmod.2025.01.003
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    1. Alina Cristina Coman (Nuţă) & Dan Lupu & Florian Marcel Nuţă, 2023. "The impact of public education spending on economic growth in Central and Eastern Europe. An ARDL approach with structural break," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(1), pages 1261-1278, March.
    2. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    3. William F. Blankenau & Nicole B. Simpson & Marc Tomljanovich, 2007. "Public Education Expenditures, Taxation, and Growth: Linking Data to Theory," American Economic Review, American Economic Association, vol. 97(2), pages 393-397, May.
    4. Artige, Lionel & Cavenaile, Laurent, 2023. "Public education expenditures, growth and income inequality," Journal of Economic Theory, Elsevier, vol. 209(C).
    5. Grossmann, Volker, 2007. "How to promote R&D-based growth? Public education expenditure on scientists and engineers versus R&D subsidies," Journal of Macroeconomics, Elsevier, vol. 29(4), pages 891-911, December.
    6. Wang, Haining & Cheng, Zhiming, 2021. "Mama loves you: The gender wage gap and expenditure on children's education in China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1015-1034.
    7. Thomas H. W. Ziesemer, 2024. "Mission-oriented R&D and growth of Japan 1988–2016: a comparison with private and public R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 33(2), pages 218-247, February.
    8. Travaglini, Giuseppe, 2012. "Trade-off between labor productivity and capital accumulation in Italian energy sector," Journal of Policy Modeling, Elsevier, vol. 34(1), pages 35-48.
    9. Schneider Ulrike & Wagner Martin, 2012. "Catching Growth Determinants with the Adaptive Lasso," German Economic Review, De Gruyter, vol. 13(1), pages 71-85, February.
    10. Frank Windmeijer & Helmut Farbmacher & Neil Davies & George Davey Smith, 2019. "On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 114(527), pages 1339-1350, July.
    11. Duval, Romain & de la Maisonneuve, Christine, 2010. "Long-run growth scenarios for the world economy," Journal of Policy Modeling, Elsevier, vol. 32(1), pages 64-80, January.
    12. Sequeira, Tiago Neves, 2021. "Inflation, economic growth and education expenditure," Economic Modelling, Elsevier, vol. 99(C).
    13. Blankenau, William F. & Simpson, Nicole B., 2004. "Public education expenditures and growth," Journal of Development Economics, Elsevier, vol. 73(2), pages 583-605, April.
    14. Annabi, Nabil & Harvey, Simon & Lan, Yu, 2011. "Public expenditures on education, human capital and growth in Canada: An OLG model analysis," Journal of Policy Modeling, Elsevier, vol. 33(6), pages 852-865.
    15. Elizabeth N. Appiah, 2017. "The Effect of Education Expenditure on Per Capita GDP in Developing Countries," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(10), pages 136-144, October.
    16. Becker, Gary, 2012. "Growing human capital investment in China compared to falling investment in the United States," Journal of Policy Modeling, Elsevier, vol. 34(4), pages 517-524.
    17. Gamlath, Sharmila & Lahiri, Radhika, 2018. "Public and private education expenditures, variable elasticity of substitution and economic growth," Economic Modelling, Elsevier, vol. 70(C), pages 1-14.
    18. Maruejols, Lucie & Höschle, Lisa & Yu, Xiaohua, 2022. "Vietnam between economic growth and ethnic divergence: A LASSO examination of income-mediated energy consumption," Energy Economics, Elsevier, vol. 114(C).
    19. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    20. Jesus Ferreiro & Maribel García del Valle & Carmen Gómez, 2012. "Composition of public expenditures and macroeconomic performance in the European Union," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 9(1), pages 109-128.
    21. Beraldo, Sergio & Montolio, Daniel & Turati, Gilberto, 2009. "Healthy, educated and wealthy: A primer on the impact of public and private welfare expenditures on economic growth," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(6), pages 946-956, December.
    22. Sylwester, Kevin, 2000. "Income inequality, education expenditures, and growth," Journal of Development Economics, Elsevier, vol. 63(2), pages 379-398, December.
    23. Konstantinos Angelopoulos & Jim Malley & Apostolis Philippopoulos, 2008. "Macroeconomic Effects of Public Education Expenditure," CESifo Economic Studies, CESifo Group, vol. 54(3), pages 471-498, September.
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    Keywords

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    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education

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