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Do Knowledge Economy Indicators Affect Economic Growth? Evidence from Developing Countries

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  • Maha Mohamed Alsebai Mohamed

    (School of Economics, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China
    Department of Economic, Faculty of Commerce, Benha University, Benha 13511, Egypt)

  • Pingfeng Liu

    (School of Economics, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China)

  • Guihua Nie

    (School of Economics, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China)

Abstract

The competitiveness of national economies is increasingly dependent on their ability to produce and use knowledge, as knowledge, education, and innovation are the main indicators of economic growth in a globalizing world. Many countries have adopted policies related to the production of knowledge and its transformation into wealth that stimulates the growth and competitiveness of their economies. Through our study, we measured some knowledge economy (KE) variables for a sample of 20 developing countries. During the period (1996–2020), using panel data, the estimate was made using three models: the cumulative regression model, the fixed-effects model, and the random-effects model. The results of the statistical tests indicated that the fixed-effects model is the appropriate model, and that the estimates of the proposed model parameters do not contradict the assumptions of economic theory, nor do they contradict the practical reality. In addition, the results showed that 93% one of the changes that occur in economic growth in the developing countries under study is due to the dependence on the knowledge economy. It became clear through the study that the use of cross-sectional time-series models increases the accuracy of statistical forecasting, because it considers the information with a time dimension in the time series, as well as the cross-sectional dimension in different units. Our study found a positive impact on economic growth of the internet and mobile phone users, control of corruption, political stability, foreign direct investment, and the total value of international trade. Additionally, spending on education, patents for residents, and trade openness had a negative impact on economic growth. Accordingly, the knowledge economy in developing countries contributed greatly to their economic growth and had a prominent role in maintaining high rates of growth for decades. Our study contributes by expanding the scope of developing countries in deciding to focus on the important indicators in the knowledge economy (KE), so that they can increase the added value of their economic growth.

Suggested Citation

  • Maha Mohamed Alsebai Mohamed & Pingfeng Liu & Guihua Nie, 2022. "Do Knowledge Economy Indicators Affect Economic Growth? Evidence from Developing Countries," Sustainability, MDPI, vol. 14(8), pages 1-37, April.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:8:p:4774-:d:795094
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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. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    3. Martin Hilbert, 2016. "Big Data for Development: A Review of Promises and Challenges," Development Policy Review, Overseas Development Institute, vol. 34(1), pages 135-174, January.
    4. José Maria Viedma Marti & Maria Rosário Cabrita, 2012. "The Knowledge Economy," Palgrave Macmillan Books, in: Entrepreneurial Excellence in the Knowledge Economy, chapter 1, pages 10-39, Palgrave Macmillan.
    5. Shahrazad HADAD, 2017. "Knowledge Economy: Characteristics and Dimensions," Management Dynamics in the Knowledge Economy, College of Management, National University of Political Studies and Public Administration, vol. 5(2), pages 203-225, June.
    6. James B. Ang & Jakob B. Madsen, 2011. "Can Second-Generation Endogenous Growth Models Explain the Productivity Trends and Knowledge Production in the Asian Miracle Economies?," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1360-1373, November.
    7. Vanessa Simen Tchamyou, 2017. "The Role of Knowledge Economy in African Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1189-1228, December.
    8. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    9. Charles Hulten, 2013. "Stimulating Economic Growth through Knowledge-Based Investment," OECD Science, Technology and Industry Working Papers 2013/2, OECD Publishing.
    10. Dominique Guellec & Bruno van Pottelsberghe de la Potterie, 2003. "R&D and Productivity Growth: Panel Data Analysis of 16 OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 103-126.
    11. Samia Nour, 2015. "Overview of Knowledge Economy in the Arab Region," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 870-904, December.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    13. Samia Satti O. M. Nour, 2002. "ICT Opportunities and Challenges for Development in the Arab World," WIDER Working Paper Series DP2002-83, World Institute for Development Economic Research (UNU-WIDER).
    14. Braunerhjelm, Pontus, 2010. "Entrepreneurship, Innovation and Economic Growth – Past experiences, current knowledge and policy implications," Working Papers 2010:2, Swedish Entrepreneurship Forum.
    15. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    16. Hackius, Niels & Petersen, Moritz, 2017. "Blockchain in logistics and supply chain: Trick or treat?," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Kersten, Wolfgang & Blecker, Thorsten & Ringle, Christian M. (ed.), Digitalization in Supply Chain Management and Logistics: Smart and Digital Solutions for an Industry 4.0 Environment. Proceedings of the Hamburg Inter, volume 23, pages 3-18, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    17. Amin, Mohammad & Mattoo, Aaditya, 2008. "Human capital and the changing structure of the Indian economy," Policy Research Working Paper Series 4576, The World Bank.
    18. Pillai N., Vijayamohanan, 2016. "Panel Data Analysis with Stata Part 1 Fixed Effects and Random Effects Models," MPRA Paper 76869, University Library of Munich, Germany.
    19. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
    20. José Maria Viedma Marti & Maria Rosário Cabrita, 2012. "Entrepreneurial Excellence in the Knowledge Economy," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-02407-7, October.
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