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Focus on the Impact of the Knowledge Economy on Economic Growth in the Moroccan Context: Evidence from the Novel Dynamic ARDL Simulation (DYNARDL) and Kernel-Based Regularized Least Squares (KRLS)

Author

Listed:
  • Tajoui Mounir
  • Ritahi Oussama
  • Echaoui Abdellah

Abstract

The question of the sustainability of growth has long been the subject of much debate among economists. However, since the emergence of endogenous growth theories, this confusion about sustainability seems to have been resolved, thanks to the integration of knowledge into economic models. Since then, the concept of the knowledge economy and its role in the sustainability of growth has been discussed. In this paper, we attempt to verify the sustainability of Moroccan economic growth by analyzing the determinants of the knowledge economy and their impact on growth in the short and long term. To this end, we adopt an empirical study based on the novel dynamic simulation ARDL approach and the KRLS method. The results obtained using both methods generally indicate positive effects of the knowledge economy on economic growth in the short term. In the long term, however, gross domestic product per capita stabilizes and the rate of economic growth tends to cancel out.

Suggested Citation

  • Tajoui Mounir & Ritahi Oussama & Echaoui Abdellah, 2025. "Focus on the Impact of the Knowledge Economy on Economic Growth in the Moroccan Context: Evidence from the Novel Dynamic ARDL Simulation (DYNARDL) and Kernel-Based Regularized Least Squares (KRLS)," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 5, pages 78-100.
  • Handle: RePEc:bas:econst:y:2025:i:5:p:78-100
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    References listed on IDEAS

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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Robert M. Solow, 1988. "La théorie de la croissance et son évolution," Revue Française d'Économie, Programme National Persée, vol. 3(2), pages 3-27.
    3. Soren Jordan & Andrew Q. Philips, 2018. "Cointegration testing and dynamic simulations of autoregressive distributed lag modelsJournal: Stata Journal," Stata Journal, StataCorp LLC, vol. 18(4), pages 902-923, December.
    4. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    5. Hainmueller, Jens & Hazlett, Chad, 2014. "Kernel Regularized Least Squares: Reducing Misspecification Bias with a Flexible and Interpretable Machine Learning Approach," Political Analysis, Cambridge University Press, vol. 22(2), pages 143-168, April.
    6. Nexhit Shala & Myrvete Badivuku-Pantina, 2023. "The influence of vocational education parameters on economic growth in European Union member states," International Journal of Applied Economics, Finance and Accounting, Online Academic Press, vol. 17(1), pages 39-49.
    7. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    8. Zouhair DAHANI & Mohamed DEHHAOUI & Ahmed BOUSSELHAMI, 2020. "Analyse et Modélisation du Progrès Technique au Maroc: Les Enseignements d’un Modèle VECM," Journal of Academic Finance, RED research unit, university of Gabes, Tunisia, vol. 11(2), pages 209-225, December.
    9. Breusch, T S & Godfrey, L G, 1986. "Data Transformation Tests," Economic Journal, Royal Economic Society, vol. 96(380a), pages 47-58, Supplemen.
    10. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    11. Andrew Q. Philips, 2018. "Have Your Cake and Eat It Too? Cointegration and Dynamic Inference from Autoregressive Distributed Lag Models," American Journal of Political Science, John Wiley & Sons, vol. 62(1), pages 230-244, January.
    12. Romer, Paul M, 1987. "Growth Based on Increasing Returns Due to Specialization," American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May.
    13. Ploberger, Werner & Kramer, Walter, 1992. "The CUSUM Test with OLS Residuals," Econometrica, Econometric Society, vol. 60(2), pages 271-285, March.
    14. Preethu Rahman & Zhihe Zhang & Mohammad Musa, 2023. "Do technological innovation, foreign investment, trade and human capital have a symmetric effect on economic growth? Novel dynamic ARDL simulation study on Bangladesh," Economic Change and Restructuring, Springer, vol. 56(2), pages 1327-1366, April.
    15. Omar Essardi & Redouane Razzouk, 2017. "Human Capital and Economic Growth in Morocco: Evidence from Bayesian Model Averaging," International Business Research, Canadian Center of Science and Education, vol. 10(12), pages 167-182, December.
    16. Kwabena Gyimah-Brempong & Oliver Paddison & Workie Mitiku, 2006. "Higher education and economic growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 42(3), pages 509-529.
    17. Zouhair DAHANI & Mohamed DEHHAOUI & Ahmed BOUSSELHAMI, 2020. "Analyse et Modélisation du Progrès Technique au Maroc: Les Enseignements d’un Modèle VECM," Journal of Academic Finance, RED research unit, university of Gabes, Tunisia, vol. 11(2), pages 209-225, December.
    18. bouoiyour, jamal & bennaghmouch, Saloua, 2002. "Capital humain et croissance économique au Maroc [Human Capital and Economic Growth in Morocco]," MPRA Paper 29163, University Library of Munich, Germany.
    19. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    JEL classification:

    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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