IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i2d10.1007_s13132-023-01421-7.html
   My bibliography  Save this article

Economic Growth and Extreme Poverty in Sub-Saharan African Countries: Non-Linearity and Governance Threshold Effect

Author

Listed:
  • Yosra Saidi

    (University of Jendouba)

  • Mohamed Ali Labidi

    (Carthage High Commercial Studies Institute, University of Carthage)

  • Anis Ochi

    (University of Jendouba)

Abstract

Over the last few decades, many economies in sub-Saharan Africa have experienced much faster economic growth than other parts of the world. However, many of these economies have not experienced significant poverty reduction. Several factors such as the quality of governance may limit the expected effects of economic growth on poverty. This paper examines the triangular relationship between extreme poverty, governance quality, and economic growth for the sub-Saharan African countries over the period 2010–2019. Compared to the work carried out until now, the novelty of this research lies in using the Panel Threshold Regression (PTR) and Panel Smooth Transition Regression (PSTR) models to determine the optimal level of governance index, which once attained, will make extreme poverty decrease with economic growth and governance quality. We found that the nexus between these three variables is nonlinear. Besides, results show that there exists a statistically negative relationship between governance and extreme poverty above the threshold level of 0.314 for the Global Governance Index (GGI) and 66.9 for the Ibrahim Index of African Governance (IIAG), above which governance quality decreases extreme poverty. The results showed that the economic growth would begin to reduce extreme poverty once governance reaches a threshold level of 0.367 for GGI and 63.2 for IIAG. Better performance of governance also appears to improve economic growth and reduces poverty.

Suggested Citation

  • Yosra Saidi & Mohamed Ali Labidi & Anis Ochi, 2024. "Economic Growth and Extreme Poverty in Sub-Saharan African Countries: Non-Linearity and Governance Threshold Effect," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7819-7851, June.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01421-7
    DOI: 10.1007/s13132-023-01421-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01421-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-023-01421-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    2. Dullah Mulok & Mori Kogid & Rozilee Asid & Jaratin Lily, 2012. "Is economic growth sufficient for poverty alleviation? Empirical evidence from Malaysia," Cuadernos de Economía - Spanish Journal of Economics and Finance, Asociación Cuadernos de Economía, vol. 35(97), pages 26-32, Abril.
    3. Nunan, Fiona & Menton, Mary & McDermott, Constance L. & Huxham, Mark & Schreckenberg, Kate, 2021. "How does governance mediate links between ecosystem services and poverty alleviation? Results from a systematic mapping and thematic synthesis of literature," World Development, Elsevier, vol. 146(C).
    4. Boateng, Agyenim & Asongu, Simplice & Akamavi, Raphael & Tchamyou, Vanessa, 2018. "Information asymmetry and market power in the African banking industry," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 69-83.
    5. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    6. Axel Dreher & Sarah Langlotz, 2020. "Aid and growth: New evidence using an excludable instrument," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(3), pages 1162-1198, August.
    7. Danson, Mike & Galloway, Laura & Sherif, Mohamed, 2021. "From unemployment to self-employment: Can enterprise policy intensify the risks of poverty?," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 75(C).
    8. Topalli Margerita & Papavangjeli Meri & Ivanaj Silvester & Ferra Blerta, 2021. "The Impact of Foreign Direct Investments on Poverty Reduction in the Western Balkans," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 15(1), pages 129-149, January.
    9. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    10. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    16. 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.
    17. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    18. Masduki, Uki & Rindayati, Wiwiek & Mulatsih, Sri, 2022. "How can quality regional spending reduce poverty and improve human development index?," Journal of Asian Economics, Elsevier, vol. 82(C).
    19. Arndt Channing & Jones Sam & Tarp Finn, 2010. "Aid, Growth, and Development: Have We Come Full Circle?," Journal of Globalization and Development, De Gruyter, vol. 1(2), pages 1-29, December.
    20. 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.
    21. 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.
    22. Ms. Anne Epaulard, 2003. "Macroeconomic Performance and Poverty Reduction," IMF Working Papers 2003/072, International Monetary Fund.
    23. 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.
    24. Sharma Basu & Gani Azmat, 2004. "The Effects of Foreign Direct Investment on Human Development," Global Economy Journal, De Gruyter, vol. 4(2), pages 1-20, December.
    25. Maisonnave, Hélène & Mamboundou, Pierre Nziengui, 2022. "Agricultural economic reforms, gender inequality and poverty in Senegal," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 361-374.
    26. 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.
    27. Mushtaq H. Khan, 2009. "Governance, Growth and Poverty Reduction," Working Papers 75, United Nations, Department of Economics and Social Affairs.
    28. 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.
    29. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    30. Ravallion, Martin & Chen, Shaohua, 1997. "What Can New Survey Data Tell Us about Recent Changes in Distribution and Poverty?," The World Bank Economic Review, World Bank, vol. 11(2), pages 357-382, May.
    31. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    32. Huck-ju Kwon & Eunju Kim, 2014. "Poverty Reduction and Good Governance: Examining the Rationale of the Millennium Development Goals," Development and Change, International Institute of Social Studies, vol. 45(2), pages 353-375, March.
    33. Julien Fouquau & Ghislaine Destais & Christophe Hurlin, 2009. "Energy demand models: a threshold panel specification of the 'Kuznets curve'," Applied Economics Letters, Taylor & Francis Journals, vol. 16(12), pages 1241-1244.
    34. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    35. 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.
    36. Jansen, Eilev S & Terasvirta, Timo, 1996. "Testing Parameter Constancy and Super Exogeneity in Econometric Equations," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(4), pages 735-763, November.
    37. Edinaldo Tebaldi & Ramesh Mohan, 2010. "Institutions and Poverty," Journal of Development Studies, Taylor & Francis Journals, vol. 46(6), pages 1047-1066.
    38. Matthew O. Gidigbi, 2023. "Assessing the impact of poverty alleviation programs on poverty reduction in Nigeria: Selected programs," Poverty & Public Policy, John Wiley & Sons, vol. 15(1), pages 76-97, March.
    39. Gustavo A. Marrero & Luis Servén, 2022. "Growth, inequality and poverty: a robust relationship?," Empirical Economics, Springer, vol. 63(2), pages 725-791, August.
    40. Breitung, Jorg, 2001. "Rank Tests for Nonlinear Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 331-340, July.
    41. 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.
    42. Arndt Channing & Jones Sam & Tarp Finn, 2010. "Aid, Growth, and Development: Have We Come Full Circle?," Journal of Globalization and Development, De Gruyter, vol. 1(2), pages 1-29, December.
    43. Klaus E Meyer, 2004. "Perspectives on multinational enterprises in emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(4), pages 259-276, July.
    44. Babajide Fowowe & Mohammed Shuaibu, 2014. "Is foreign direct investment good for the poor? New evidence from African countries," Economic Change and Restructuring, Springer, vol. 47(4), pages 321-339, November.
    45. 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.
    46. 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.
    47. Author-Name: Jeffrey D. Sachs & John W. McArthur & Guido Schmidt-Traub & Margaret Kruk & Chandrika Bahadur & Michael Faye & Gordon McCord, 2004. "Ending Africa's Poverty Trap," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 35(1), pages 117-240.
    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. 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.
    2. Yosra Saidi & Anis Ochi, 2023. "Estimating relationships among foreign direct investment, governance quality, and economic growth in developing countries using the threshold auto‐regressive model," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(2), pages 403-424, April.
    3. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    4. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression," Research Africa Network Working Papers 21/014, Research Africa Network (RAN).
    5. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2021. "The Openness Hypothesis in the Context of Economic Development in Sub-Saharan Africa: The Moderating Role of Trade Dynamics on FDI," The International Trade Journal, Taylor & Francis Journals, vol. 35(4), pages 336-359, July.
    6. Yosra Saidi & Anis Ochi & Samir Maktouf, 2023. "FDI inflows, economic growth, and governance quality trilogy in developing countries: A panel VAR analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 75(2), pages 426-449, April.
    7. Anis Ochi & Yosra Saidi & Mohamed Ali Labidi, 2024. "Nonlinear Threshold Effect of Governance Quality on Poverty Reduction in South Asia and Sub-Saharan Africa: a Dynamic Panel Threshold Specification," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4239-4264, March.
    8. Swamy, Vighneswara & Dharani, Munusamy, 2019. "The dynamics of finance-growth nexus in advanced economies," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 122-146.
    9. Vighneswara Swamy & Dharani M, 2020. "The tipping point of financial development? – evidence from OECD countries," International Economics and Economic Policy, Springer, vol. 17(1), pages 125-165, February.
    10. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    11. Sezard Timbi & Mohammadou Nourou & Zedou Abdala, 2024. "Governance Mediates the Effect of Remittances on Financial Inclusion in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2874-2894, March.
    12. Simplice A. Asongu & Joseph Nnanna & Vanessa S. Tchamyou, 2020. "Finance, Institutions and Private Investment in Africa," Working Papers of the African Governance and Development Institute. 20/080, African Governance and Development Institute..
    13. Simplice A. Asongu & Nicholas M. Odhiambo, 2021. "Income Levels, Governance and Inclusive Human Development in Sub-Saharan Africa," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(1), pages 71-103, February.
    14. Asongu, Simplice & Odhiambo, Nicholas, 2020. "The role of Globalization in Modulating the Effect of Environmental Degradation on Inclusive Human Development," MPRA Paper 103143, University Library of Munich, Germany.
    15. Asongu, Simplice A. & Le Roux, Sara & Singh, Pritam, 2021. "Fighting terrorism in Africa: Complementarity between inclusive development, military expenditure and political stability," Journal of Policy Modeling, Elsevier, vol. 43(5), pages 897-922.
    16. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
    17. Njangang, Henri & Asongu, Simplice A. & Tadadjeu, Sosson & Nounamo, Yann & Kamguia, Brice, 2022. "Governance in mitigating the effect of oil wealth on wealth inequality: A cross-country analysis of policy thresholds," Resources Policy, Elsevier, vol. 76(C).
    18. Huong, Tran Thi Lan & Ha, Le Thanh, 2023. "A comprehensive analysis of the correlation between foreign aid and energy security in emerging countries: Does institutional quality matter?," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 952-968.
    19. Peñasco, Cristina & del Río, Pablo & Romero-Jordán, Desiderio, 2017. "Gas and electricity demand in Spanish manufacturing industries: An analysis using homogeneous and heterogeneous estimators," Utilities Policy, Elsevier, vol. 45(C), pages 45-60.
    20. Vighneswara Swamy & Munusamy Dharani, 2020. "Thresholds of financial development in the Euro area," The World Economy, Wiley Blackwell, vol. 43(6), pages 1730-1774, June.

    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:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01421-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.