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Education and economic growth: an empirical analysis of nonlinearities

Author

Listed:
  • Laura Marquez-Ramos
  • Estefanía Mourelle

Abstract

Purpose - Might a country’s economic growth performance differ depending on the evolution of its human capital? This paper aims to consider education as a channel for human capital improvement and then for economic growth. The authors hypothesize the existence of a threshold for education, after which point the characteristics of economic growth change. Design/methodology/approach - To address this question, the authors turn from a linear framework to a nonlinear one by applying smooth transition specifications. Findings - This empirical analysis for Spain points to the existence of nonlinearities in the relationship between education and economic growth at country level, for both secondary and tertiary education. Next, as different patterns emerge in different regions, the authors provide a regional analysis for a number of representative Spanish regions. The results show that both secondary and tertiary education matter for economic growth and that nonlinearities in this relationship should be taken into account. Practical implications - What is learnt from using Smooth Transition Regression models for the education-economic growth link is that the educational level of the population can be understood as a source of nonlinearities in the economic activity of a country (and of a region). Thus, depending on national and regional educational levels, economic growth behaves differently. Originality/value - Although the importance of nonlinearities has been identified, linearity is usually assumed in this field of the literature. This paper calls into question the linearity assumption by using time series techniques for 1971-2013 in Spain, an OECD country, and testing whether the results at country level hold for different regions within Spain as a robustness check.

Suggested Citation

  • Laura Marquez-Ramos & Estefanía Mourelle, 2019. "Education and economic growth: an empirical analysis of nonlinearities," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(79), pages 21-45, August.
  • Handle: RePEc:eme:aeapps:aea-06-2019-0005
    DOI: 10.1108/AEA-06-2019-0005
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    Citations

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    Cited by:

    1. Zeng, Jinli & Zhang, Jie, 2022. "Education policies and development with threshold human capital externalities," Economic Modelling, Elsevier, vol. 108(C).
    2. Fakhre Alam & Harman Preet Singh & Ajay Singh, 2022. "Economic Growth in Saudi Arabia through Sectoral Reallocation of Government Expenditures," SAGE Open, , vol. 12(4), pages 21582440221, October.
    3. Jesús López-Rodríguez & Andrés Faíña-Medín & Mabel Haydée Villasenin-Ramos, 2021. "Returns to schooling in Spain: 2008-2019," Economic Research Guardian, Weissberg Publishing, vol. 11(2), pages 194-201, December.
    4. Nicholas M. Odhiambo, 2020. "Education and economic growth in South Africa: an empirical investigation," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 48(1), pages 1-16, November.
    5. repec:thr:techub:10015:y:2021:i:1:p:276-288 is not listed on IDEAS
    6. Besime Fekri Ziberi & Donat Rexha & Xhemazie Ibraimi & Besnik Avdiaj, 2022. "Empirical Analysis of the Impact of Education on Economic Growth," Economies, MDPI, vol. 10(4), pages 1-10, April.
    7. Gökçe Tekin Turhan & Pınar Tokal & Gamze Sart, 2023. "The Role of Financial Sector Development and Educational Attainment in the Achievement of Economic Sustainability: Evidence from BRICS Economies," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    8. Focacci, Chiara Natalie & Perez, Carlota, 2022. "The importance of education and training policies in supporting technological revolutions: A comparative and historical analysis of UK, US, Germany, and Sweden (1830–1970)," Technology in Society, Elsevier, vol. 70(C).
    9. Paravee Maneejuk & Woraphon Yamaka, 2021. "The Impact of Higher Education on Economic Growth in ASEAN-5 Countries," Sustainability, MDPI, vol. 13(2), pages 1-28, January.
    10. Vivian Thuso Molaodi, 2022. "Assessing the effect of education levels on economic growth in South Africa," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(10), pages 366-374, December.
    11. Otilia Georgiana Floroiu, 2022. "An Analysis of the Economic and Social Factors Affecting Real Convergence in Romania," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 230-239, September.

    More about this item

    Keywords

    Education; Economic growth; Nonlinearities; C32; C59; I25; R11;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C59 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Other
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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