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Intra‐regional spillovers from Nigeria and South Africa to the rest of Africa: New evidence from a FAVAR model

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  • Oyenyinka Sunday Omoshoro‐Jones
  • Lumengo Bonga‐Bonga

Abstract

The dominance of large resource‐rich hegemonic economies, most notably Nigeria and South Africa, with extensive trade and possible financial linkages, exposes other Africa countries to intra‐regional spillovers. However, this strand of empirical analysis remains largely unstudied, as extant studies are mostly devoted to investigating the implications of external (global) shocks. This paper contributes to the existing literature by investigating the extent to which shocks to economic growth in Nigeria and South Africa spillover to three regional bodies, namely Central African Economic and Monetary Union (CEMAC), Southern African Development Community (SADC) and Economic Community of West African States (ECOWAS). The paper distinguishes between trade and financial channels to identify these growth spillovers by using a two‐step FAVAR model. The results of the empirical analysis show that the trade channel is effective for growth spillovers from Nigeria and South Africa to the three regional blocs. However, we find no evidence of growth spillover from the financial channel, except between South Africa and the SADC region. The paper postulates that although the total intra‐African trade remains low, it remains an important channel for growth spillover in the continent. Thus, any initiative, such as the African Continental Free Trade Area (AfCFTA) should be encouraged, to expand trade in the continent.

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  • Oyenyinka Sunday Omoshoro‐Jones & Lumengo Bonga‐Bonga, 2022. "Intra‐regional spillovers from Nigeria and South Africa to the rest of Africa: New evidence from a FAVAR model," The World Economy, Wiley Blackwell, vol. 45(1), pages 251-275, January.
  • Handle: RePEc:bla:worlde:v:45:y:2022:i:1:p:251-275
    DOI: 10.1111/twec.13140
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    1. Kose, M. Ayhan & Yi, Kei-Mu, 2006. "Can the standard international business cycle model explain the relation between trade and comovement?," Journal of International Economics, Elsevier, vol. 68(2), pages 267-295, March.
    2. Frankel, Jeffrey A & Rose, Andrew K, 1998. "The Endogeneity of the Optimum Currency Area Criteria," Economic Journal, Royal Economic Society, vol. 108(449), pages 1009-1025, July.
    3. S. Jules-Armand Tapsoba, 2009. "Trade Intensity and Business Cycle Synchronicity in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 18(2), pages 287-318, March.
    4. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    5. Ludovic Gauvin & Cyril C. Rebillard, 2018. "Towards recoupling? Assessing the global impact of a Chinese hard landing through trade and commodity price channels," The World Economy, Wiley Blackwell, vol. 41(12), pages 3379-3415, December.
    6. Hideaki Hirata & M. Ayhan Kose & Chris Otrok, "undated". "Regionalization vs. Globalization," Working Paper 164456, Harvard University OpenScholar.
    7. Bai, Jushan & Ng, Serena, 2013. "Principal components estimation and identification of static factors," Journal of Econometrics, Elsevier, vol. 176(1), pages 18-29.
    8. Mthuli Ncube & Zuzana Brixiova & Meng Qingwei, 2014. "Working Paper 198 - Can Intra-Regional Trade Act as a Global Shock Absorber in Africa?," Working Paper Series 2104, African Development Bank.
    9. Blix, Mårten, 1999. "Forecasting Swedish Inflation With a Markov Switching VAR," Working Paper Series 76, Sveriges Riksbank (Central Bank of Sweden).
    10. Helbling, Thomas & Huidrom, Raju & Kose, M. Ayhan & Otrok, Christopher, 2011. "Do credit shocks matter? A global perspective," European Economic Review, Elsevier, vol. 55(3), pages 340-353, April.
    11. Lumengo Bonga-Bonga & Alain Kabundi, 2011. "Monetary Policy Action and Inflation in South Africa: An Empirical Analysis," The African Finance Journal, Africagrowth Institute, vol. 13(2), pages 25-37.
    12. Rasaki, Mutiu Gbade & Malikane, Christopher, 2015. "Macroeconomic shocks and fluctuations in African economies," Economic Systems, Elsevier, vol. 39(4), pages 675-696.
    13. Dimitris Korobilis, 2013. "Assessing the Transmission of Monetary Policy Using Time-varying Parameter Dynamic Factor Models-super-," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(2), pages 157-179, April.
    14. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    15. Cashin, Paul & Mohaddes, Kamiar & Raissi, Mehdi, 2017. "China's slowdown and global financial market volatility: Is world growth losing out?," Emerging Markets Review, Elsevier, vol. 31(C), pages 164-175.
    16. Daniel Zerfu Gurara & Mthuli Ncube, 2013. "We develop a global vector autoregressive model (GVAR) to analyze the global growth spillover effects on Africa. The model contains 46 African countries and 30 developed and emerging market countries,," Working Paper Series 981, African Development Bank.
    17. Bonga-Bonga, Lumengo, 2018. "Uncovering equity market contagion among BRICS countries: An application of the multivariate GARCH model," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 36-44.
    18. Bonga-Bonga, Lumengo & Mabe, Queen Magadi, 2020. "How financially integrated are trading blocs in Africa?," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 84-94.
    19. Zuzana Brixiova & Qingwei Meng & Mthuli Ncube, 2015. "Can Intra-Regional Trade Act as a Global Shock Absorber in Africa?," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 16(3), pages 141-162, July.
    20. Sampawende Tapsoba, 2010. "Trade Intensity and Business Cycle Synchronicity in Africa," African Development Review, African Development Bank, vol. 22(1), pages 149-172.
    21. Nina Biljanovska & Alexis Meyer-Cirkel, 2016. "Testing Shock Transmission Channels to Low-Income Developing Countries," IMF Working Papers 2016/102, International Monetary Fund.
    22. Olivier Basdevant & Andrew Jonelis & Borislava Mircheva & Slavi Slavov, 2015. "The Mystery of Missing Real Spillovers in Southern Africa: Some Facts and Possible Explanations," South African Journal of Economics, Economic Society of South Africa, vol. 83(3), pages 371-389, September.
    23. Ntokozo Patrick Nzimande & Harold Ngalawa, 2017. "The endogeneity of business cycle synchronisation in SADC: A GMM approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1358914-135, January.
    24. Vivek Arora & Athanasios Vamvakidis, 2005. "The Implications Of South African Economic Growth For The Rest Of Africa," South African Journal of Economics, Economic Society of South Africa, vol. 73(2), pages 229-242, June.
    25. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    26. Feldkircher, Martin & Huber, Florian, 2016. "The international transmission of US shocks—Evidence from Bayesian global vector autoregressions," European Economic Review, Elsevier, vol. 81(C), pages 167-188.
    27. M. Ayhan Kose & Raymond Riezman, 2013. "Trade shocks and macroeconomic fluctuations in Africa," World Scientific Book Chapters, in: Raymond Riezman (ed.), International Trade Agreements and Political Economy, chapter 19, pages 369-394, World Scientific Publishing Co. Pte. Ltd..
    28. Jules-Armand Tapsoba, 2007. "Bilateral Trade and Business Cycles Synchronization: African Monetary Integration Perspective," Post-Print hal-00171756, HAL.
    29. Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000. "The Generalized Dynamic-Factor Model: Identification And Estimation," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 540-554, November.
    30. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
    31. Tapsoba Jules-Armand, 2007. "Bilateral Trade and Business Cycles Synchronization: African Monetary Integration Perspective," Economics Bulletin, AccessEcon, vol. 6(25), pages 1-15.
    32. Martin Feldkircher & Iikka Korhonen, 2014. "The Rise of China and Its Implications for the Global Economy: Evidence from a Global Vector Autoregressive Model," Pacific Economic Review, Wiley Blackwell, vol. 19(1), pages 61-89, February.
    33. Oyeyinka S. Omoshoro‐Jones & Lumengo Bonga‐Bonga, 2020. "The emergence of regional business cycle in Africa—a reality or myth? A Bayesian dynamic factor model analysis," The World Economy, Wiley Blackwell, vol. 43(1), pages 239-273, January.
    34. Falilou Fall & Blandine Vachon & Cosimo Winckler, 2014. "Regional Integration: Comparison Between SADC and ECOWAS," Advances in African Economic, Social and Political Development, in: Diery Seck (ed.), Regional Economic Integration in West Africa, edition 127, pages 213-252, Springer.
    35. Mr. Vivek B. Arora & Mr. Athanasios Vamvakidis, 2005. "The Implications of South African Economic Growth for the Rest of Africa," IMF Working Papers 2005/058, International Monetary Fund.
    36. Meshach Jesse Aziakpono, 2008. "Financial And Monetary Autonomy And Interdependence Between South Africa And The Other Sacu Countries," South African Journal of Economics, Economic Society of South Africa, vol. 76(2), pages 189-211, June.
    37. Mr. Jorge I Canales Kriljenko & Mehdi Hosseinkouchack & Alexis Meyer-Cirkel, 2014. "Global Financial Transmission into Sub-Saharan Africa – A Global Vector Autoregression Analysis," IMF Working Papers 2014/241, International Monetary Fund.
    38. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    39. Corinne Deléchat & Gustavo Ramirez & Smita Wagh & John Wakeman-Linn, 2010. "How Global Financial Markets Affect Sub-Saharan Africa," IMF Staff Papers, Palgrave Macmillan, vol. 57(1), pages 172-208, April.
    40. Massimiliano Marcellino & Carlo A. Favero & Francesca Neglia, 2005. "Principal components at work: the empirical analysis of monetary policy with large data sets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 603-620.
    41. Mr. Nils O Maehle & Ms. Haimanot Teferra & Armine Khachatryan, 2013. "Exchange Rate Liberalization in Selected Sub-Saharan African Countries Successes, Failures, and Lessons," IMF Working Papers 2013/032, International Monetary Fund.
    42. Frankel, Jeffrey A. & Rose, Andrew K., 1997. "Is EMU more justifiable ex post than ex ante?," European Economic Review, Elsevier, vol. 41(3-5), pages 753-760, April.
    43. Mr. Roger Nord & Ms. Wenjie Chen, 2017. "A Rebalancing Act for China and Africa: The Effects of China’s Rebalancing on Sub-Saharan Africa’s Trade and Growth," IMF Departmental Papers / Policy Papers 2017/003, International Monetary Fund.
    44. Dreger, Christian & Zhang, Yanqun, 2014. "Does the economic integration of China affect growth and inflation in industrial countries?," Economic Modelling, Elsevier, vol. 38(C), pages 184-189.
    45. Era Dabla-Norris & Raphael Espinoza & Sarwat Jahan, 2015. "Spillovers to low-income countries: importance of systemic emerging markets," Applied Economics, Taylor & Francis Journals, vol. 47(53), pages 5707-5725, November.
    46. Samake, Issouf & Yang, Yongzheng, 2014. "Low-income countries’ linkages to BRICS: Are there growth spillovers?," Journal of Asian Economics, Elsevier, vol. 30(C), pages 1-14.
    47. Miss Nkunde Mwase & Mr. Papa M N'Diaye & Ms. Hiroko Oura & Mr. Franto Ricka & Katsiaryna Svirydzenka & Ms. Yuanyan S Zhang, 2016. "Spillovers from China: Financial Channels," IMF Spillover Notes 2016/005, International Monetary Fund.
    48. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    49. International Monetary Fund, 2009. "Spillovers From the Rest of the World Into Sub-Saharan African Countries," IMF Working Papers 2009/155, International Monetary Fund.
    50. Mr. Jorge I Canales Kriljenko & Ms. Farayi Gwenhamo & Mr. Saji Thomas, 2013. "Inward and Outward Spillovers in the SACU Area," IMF Working Papers 2013/031, International Monetary Fund.
    51. Sampawende Jules Tapsoba, 2010. "Trade Intensity and Business Cycle Synchronicity in Africa," Post-Print halshs-00523582, HAL.
    52. Stephen S. Golub, 2012. "Entrepôt Trade and Smuggling in West Africa: Benin, Togo and Nigeria," The World Economy, Wiley Blackwell, vol. 35(9), pages 1139-1161, September.
    53. repec:ebl:ecbull:v:6:y:2007:i:25:p:1-15 is not listed on IDEAS
    54. Vivek Arora & Athanasios Vamvakidis, 2005. "How Much Do Trading Partners Matter for Economic Growth?," IMF Staff Papers, Palgrave Macmillan, vol. 52(1), pages 24-40, April.
    55. Francisco Arizala & Mr. Matthieu Bellon & Ms. Margaux MacDonald, 2019. "Regional Growth Spillovers in Sub-Saharan Africa," IMF Working Papers 2019/160, International Monetary Fund.
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    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F42 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Policy Coordination and Transmission
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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