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Non-linear Threshold Effect of Governance Quality on Economic Growth in African Countries: Evidence from Panel Smooth Transition Regression Approach

Author

Listed:
  • Anis Ochi

    (University of Jendouba)

  • Yosra Saidi

    (University of Jendouba)

  • Mohamed Ali Labidi

    (University of Carthage)

Abstract

This paper examines the relationship between governance quality and economic growth for 54 African countries over the period 1996–2019. The panel smooth threshold regression (PSTR) model was applied to determine the optimal level of global governance index, which, once attained, will induce the positive impact of governance quality on economic growth. Results proved that the nexus between governance quality and economic growth is non-linear. Besides, it showed that there exists a statistically positive relationship between governance quality and economic growth above the threshold level of 0.2, above which governance quality starts increasing the GDP per capita growth rate in African countries. The findings revealed, too, that the impact of other macroeconomic variables on economic growth has improved once global governance index reaches a threshold level of 0.2. Finally, it was found that only 6 out of 54 African countries have a global governance index above the threshold of 0.2.

Suggested Citation

  • Anis Ochi & Yosra Saidi & Mohamed Ali Labidi, 2023. "Non-linear Threshold Effect of Governance Quality on Economic Growth in African Countries: Evidence from Panel Smooth Transition Regression Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4707-4729, December.
  • Handle: RePEc:spr:jknowl:v:14:y:2023:i:4:d:10.1007_s13132-022-01084-w
    DOI: 10.1007/s13132-022-01084-w
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    as
    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Christidou, Maria & Panagiotidis, Theodore, 2010. "Purchasing Power Parity and the European single currency: Some new evidence," Economic Modelling, Elsevier, vol. 27(5), pages 1116-1123, September.
    4. Hadj Fraj, Salma & Hamdaoui, Mekki & Maktouf, Samir, 2018. "Governance and economic growth: The role of the exchange rate regime," International Economics, Elsevier, vol. 156(C), pages 326-364.
    5. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    6. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross‐Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
    7. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    8. Jean-Claude Berthélemy & Jean-Paul Azam & Stéphane Calipel & Claude Jessua, 1996. "Risque politique et croissance en Afrique," Revue Économique, Programme National Persée, vol. 47(3), pages 819-829.
    9. Kim, Dong-Hyeon & Wu, Yi-Chen & Lin, Shu-Chin, 2018. "Heterogeneity in the effects of government size and governance on economic growth," Economic Modelling, Elsevier, vol. 68(C), pages 205-216.
    10. Emara, Noha & El Said, Ayah, 2021. "Financial inclusion and economic growth: The role of governance in selected MENA countries," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 34-54.
    11. Mohammad Hossein Setayesh & Abbas Ali Daryaei, 2017. "Good governance, innovation, economic growth and the stock market turnover rate," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(7), pages 829-850, October.
    12. Steven Globerman & Daniel Shapiro, 2003. "Governance infrastructure and US foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(1), pages 19-39, January.
    13. Knack, Stephen & Keefer, Philip, 1995. "Institutions and Economic Performance: Cross-Country Tests Using Alternative Institutional Indicators," MPRA Paper 23118, University Library of Munich, Germany.
    14. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    15. L. Vanessa Smith & Stephen Leybourne & Tae-Hwan Kim & Paul Newbold, 2004. "More powerful panel data unit root tests with an application to mean reversion in real exchange rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 147-170.
    16. Clements, Michael P., 2021. "Do survey joiners and leavers differ from regular participants? The US SPF GDP growth and inflation forecasts," International Journal of Forecasting, Elsevier, vol. 37(2), pages 634-646.
    17. Edinaldo Tebaldi & Ramesh Mohan, 2010. "Institutions and Poverty," Journal of Development Studies, Taylor & Francis Journals, vol. 46(6), pages 1047-1066.
    18. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    19. Niels Hermes & Robert Lensink, 2003. "Foreign direct investment, financial development and economic growth," Journal of Development Studies, Taylor & Francis Journals, vol. 40(1), pages 142-163.
    20. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    21. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2005. "Testing for PPP: Should we use panel methods?," Empirical Economics, Springer, vol. 30(1), pages 77-91, January.
    22. Hichem Saidi & Houssem Rachdi & Nidhal Mgadmi, 2017. "Revisiting the Role of Governance and Institutions in the Impact of Financial Liberalization on Economic Growth using the PSTR Model," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 64(3), pages 315-336, June.
    23. Dzhumashev, Ratbek, 2014. "Corruption and growth: The role of governance, public spending, and economic development," Economic Modelling, Elsevier, vol. 37(C), pages 202-215.
    24. Hammudeh, Shawkat & Sohag, Kazi & Husain, Shaiara & Husain, Humaira & Said, Jamaliah, 2020. "Nonlinear relationship between economic growth and nuances of globalisation with income stratification: Roles of financial development and governance," Economic Systems, Elsevier, vol. 44(3).
    25. Dinh Thanh, Su & Hart, Neil & Canh, Nguyen Phuc, 2020. "Public spending, public governance and economic growth at the Vietnamese provincial level: A disaggregate analysis," Economic Systems, Elsevier, vol. 44(4).
    26. Breitung, Jorg, 2001. "Rank Tests for Nonlinear Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 331-340, July.
    27. Md Rafayet Alam & Erick Kitenge & Bizuayehu Bedane, 2017. "Government Effectiveness and Economic Growth," Economics Bulletin, AccessEcon, vol. 37(1), pages 222-227.
    28. Wu, Wenbo & Davis, Otto A, 1999. "The Two Freedoms, Economic Growth and Development: An Empirical Study," Public Choice, Springer, vol. 100(1-2), pages 39-64, July.
    29. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    30. Bichaka Fayissa & Christian Nsiah, 2013. "The impact of governance on economic growth in Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 47(1), pages 91-108, January-J.
    31. Josep Lluís Carrion-i-Silvestre & Tomás del Barrio-Castro & Enrique López-Bazo, 2005. "Breaking the panels: An application to the GDP per capita," Econometrics Journal, Royal Economic Society, vol. 8(2), pages 159-175, July.
    32. Alesina, Alberto & Özler, Sule & Roubini, Nouriel & Swagel, Phillip, 1996. "Political Instability and Economic Growth," Journal of Economic Growth, Springer, vol. 1(2), pages 189-211, June.
    33. Abdalla Hamdok, 2001. "Governance and Policy in Africa: Recent Experiences," WIDER Working Paper Series DP2001-126, World Institute for Development Economic Research (UNU-WIDER).
    34. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    35. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    36. Zhang Zhuo & Almalki Sultan Musaad O & Bashir Muhammad & Sher Khan, 2021. "Underlying the Relationship Between Governance and Economic Growth in Developed Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1314-1330, September.
    37. Islam, Md. Rabiul & McGillivray, Mark, 2020. "Wealth inequality, governance and economic growth," Economic Modelling, Elsevier, vol. 88(C), pages 1-13.
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