IDEAS home Printed from https://ideas.repec.org/a/rsr/journl/v65y2017i1p73-90.html

Formal Education in the European Union and Its Impact on the Macroeconomic Development

Author

Listed:
  • Sandra TEODORESCU

    (”Nicolae Titulescu” University)

Abstract

This paper focuses on various statistical methods to analyze the impact of formal education on the macroeconomic development in Romania and in other EU member states. Generally speaking, the research reveals two trends which are driven, on the one hand, by the need for increased investments in education that generates further benefits and revenue on the long time and contributes to social development, too, and, on the other hand, by the need for quality education, since knowledge plays a key role in the modern society, leading to growth and prosperity. The study begins with the presentation of international developments and challenges in today’s world, especially in the education sector. In order to analyze the relationship between the economic and the educational indicators provided by EUROSTAT and to focus on developments in certain countries, we used data for 28 countries, i.e. 27 EU member states and the EU average, during 2001-2015. The study uses two statistical methods, i.e. the exploratory method (Principal Components Analysis) and the inferential method (multiple regression). Performing PCA, we came to the conclusion that gross domestic product is strongly influenced by total public expenditure on education and employment rates of tertiary graduates.

Suggested Citation

  • Sandra TEODORESCU, 2017. "Formal Education in the European Union and Its Impact on the Macroeconomic Development," Romanian Statistical Review, Romanian Statistical Review, vol. 65(1), pages 73-90, March.
  • Handle: RePEc:rsr:journl:v:65:y:2017:i:1:p:73-90
    as

    Download full text from publisher

    File URL: http://www.revistadestatistica.ro/wp-content/uploads/2017/03/A5_RRS1_2017.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    2. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    3. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    4. Khattak, Naeem Ur Rehman & khan, jangraiz, 2012. "The Contribution of Education to Economic Growth: Evidence from Pakistan," MPRA Paper 51180, University Library of Munich, Germany.
    5. Stefan Cristian Ciucu & Raluca Dragoescu, 2014. "The Influence of Education on Economic Growth," Global Economic Observer, "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences;Institute for World Economy of the Romanian Academy, vol. 2(1), pages 243-257, May.
    6. Dempster, A. P., 1971. "An overview of multivariate data analysis," Journal of Multivariate Analysis, Elsevier, vol. 1(3), pages 316-346, September.
    7. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Glawe, Linda & Wagner, Helmut, 2022. "Is schooling the same as learning? – The impact of the learning-adjusted years of schooling on growth in a dynamic panel data framework," World Development, Elsevier, vol. 151(C).
    2. Hüseyin Taştan & Selin Erdoğan, 2018. "Cognitive skills and economic performance: evidence from the recent international student assessment tests," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(3), pages 417-449, December.
    3. Ulaşan, Bülent, 2011. "Cross-country growth empirics and model uncertainty: An overview," Economics Discussion Papers 2011-37, Kiel Institute for the World Economy.
    4. Stefan Cristian Ciucu & Raluca Dragoescu, 2014. "The Influence of Education on Economic Growth," Global Economic Observer, "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences;Institute for World Economy of the Romanian Academy, vol. 2(1), pages 243-257, May.
    5. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    6. R Burger & S du Plessis, 2011. "Examining the Robustness of Competing Explanations of Slow Growth in African Countries," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 35(3), pages 21-47, December.
    7. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.
    8. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    9. Tan, Clifford, 2013. "The contribution of university rankings to country's GDP per capita," MPRA Paper 53900, University Library of Munich, Germany.
    10. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    11. Glewwe, Paul & Park, Albert & Zhao, Meng, 2012. "Visualizing Development:Eyeglasses and Academic Performance in Rural Primary Schools in China," Working Papers 120032, University of Minnesota, Center for International Food and Agricultural Policy.
    12. Eman Khorsheed, 2020. "The Impact of Women Parliamentarians on Economic Growth: Modelling & Statistical Analysis of Empirical Global Data," International Journal of Statistics and Probability, Canadian Center of Science and Education, vol. 9(3), pages 1-23, May.
    13. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    14. Hüseyin ŞEN & Ayşe KAYA & Barış ALPASLAN, 2018. "Education, Health, and Economic Growth Nexus: A Bootstrap Panel Granger Causality Analysis for Developing Countries," Sosyoekonomi Journal, Sosyoekonomi Society.
    15. Chen, Sheng-Syan & Chen, Hsien-Yi & Chang, Chong-Chuo & Yang, Shu-Ling, 2016. "The relation between sovereign credit rating revisions and economic growth," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 90-100.
    16. Gradstein, Mark & Brückner, Markus, 2013. "Income and schooling," CEPR Discussion Papers 9365, C.E.P.R. Discussion Papers.
    17. Ruba Aljarallah, 2019. "Impact of Natural Resource Rents and Institutional Quality on Human Capital: A Case Study of the United Arab Emirates," Resources, MDPI, vol. 8(3), pages 1-11, August.
    18. Tausch, Arno, 2011. "The ‘four economic freedoms’ and life quality. General tendencies and some hard lessons for EU-27-Europe," MPRA Paper 33225, University Library of Munich, Germany.
    19. Łukasz Goczek & Ewa Witkowska & Bartosz Witkowski, 2021. "How Does Education Quality Affect Economic Growth?," Sustainability, MDPI, vol. 13(11), pages 1-22, June.
    20. Lee, Jim, 2011. "Export specialization and economic growth around the world," Economic Systems, Elsevier, vol. 35(1), pages 45-63, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rsr:journl:v:65:y:2017:i:1:p:73-90. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Adrian Visoiu (email available below). General contact details of provider: https://edirc.repec.org/data/stagvro.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.