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Remittances, Finance and Industrialisation in Africa

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  • Efobi, Uchenna
  • Asongu, Simplice
  • Okafor, Chinelo
  • Tchamyou, Vanessa
  • Tanankem, Belmondo

Abstract

The paper assesses how remittances directly and indirectly affect industrialisation using a panel of 49 African countries for the period 1980-2014. The indirect impact is assessed through financial development channels. The empirical evidence is based on three interactive and non-interactive simultaneity-robust estimation techniques, namely: (i) Instrumental Fixed Effects (FE) to control for the unobserved heterogeneity; (ii) Generalised Method of Moments (GMM) to control for persistence in industrialisation and (iii) Instrumental Quantile Regressions (QR) to account for initial levels of industrialisation. The non-interactive specification elucidates direct effects of remittances on industrialisation whereas interactive specifications explain indirect impacts. The findings broadly show that for certain initial levels of industrialisation, remittances can drive industrialisation through the financial development mechanism. Policy implications are discussed.

Suggested Citation

  • Efobi, Uchenna & Asongu, Simplice & Okafor, Chinelo & Tchamyou, Vanessa & Tanankem, Belmondo, 2019. "Remittances, Finance and Industrialisation in Africa," MPRA Paper 93533, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:93533
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    1. John Ssozi & Simplice A. Asongu, 2016. "The Comparative Economics of Catch-up in Output per Worker, Total Factor Productivity and Technological Gain in Sub-Saharan Africa," African Development Review, African Development Bank, vol. 28(2), pages 215-228, June.
    2. Bettin, Giulia & Lucchetti, Riccardo & Zazzaro, Alberto, 2012. "Endogeneity and sample selection in a model for remittances," Journal of Development Economics, Elsevier, vol. 99(2), pages 370-384.
    3. 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.
    4. Vanessa Simen Tchamyou, 2020. "Education, lifelong learning, inequality and financial access: evidence from African countries," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 7-25, January.
    5. Pablo Selaya & Rainer Thiele, 2010. "Aid and Sectoral Growth: Evidence from Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 46(10), pages 1749-1766.
    6. Simplice Asongu & Rangan Gupta, 2016. "Trust and quality of growth: a note," Economics Bulletin, AccessEcon, vol. 36(3), pages 1854-1867.
    7. 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.
    8. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The Mobile Phone in the Diffusion of Knowledge for Institutional Quality in Sub-Saharan Africa," World Development, Elsevier, vol. 86(C), pages 133-147.
    9. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    10. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    11. Naudé, Wim & Szirmai, Adam & Lavopa, Alejandro, 2013. "Industrialization Lessons from BRICS: A Comparative Analysis," IZA Discussion Papers 7543, Institute of Labor Economics (IZA).
    12. Narayan, Paresh Kumar & Mishra, Sagarika & Narayan, Seema, 2011. "Do market capitalization and stocks traded converge? New global evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2771-2781, October.
    13. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    14. Peterson K. Ozili, 2017. "Bank Profitability and Capital Regulation: Evidence from Listed and non-Listed Banks in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(2), pages 143-168, April.
    15. Raghuram G. Rajan & Arvind Subramanian, 2005. "What Undermines Aid's Impact on Growth?," NBER Working Papers 11657, National Bureau of Economic Research, Inc.
    16. Giuliano, Paola & Ruiz-Arranz, Marta, 2009. "Remittances, financial development, and growth," Journal of Development Economics, Elsevier, vol. 90(1), pages 144-152, September.
    17. Abebe Shimeles & Mthuli Ncube, 2015. "The Making of the Middle-Class in Africa: Evidence from DHS Data," Journal of Development Studies, Taylor & Francis Journals, vol. 51(2), pages 178-193, February.
    18. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    19. Okada, Keisuke & Samreth, Sovannroeun, 2012. "The effect of foreign aid on corruption: A quantile regression approach," Economics Letters, Elsevier, vol. 115(2), pages 240-243.
    20. John Ssozi & Simplice A. Asongu, 2016. "The Effects of Remittances on Output per Worker in Sub-Saharan Africa: A Production Function Approach," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 400-421, September.
    21. Westerlund, Joakim & Urbain, Jean-Pierre, 2013. "On the implementation and use of factor-augmented regressions in panel data," Journal of Asian Economics, Elsevier, vol. 28(C), pages 3-11.
    22. Simplice A. Asongu, 2014. "Correcting Inflation with Financial Dynamic Fundamentals: Which Adjustments Matter in Africa?," Journal of African Business, Taylor & Francis Journals, vol. 15(1), pages 64-73, April.
    23. Tchamyou, Vanessa S. & Asongu, Simplice A., 2017. "Conditional market timing in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1355-1366.
    24. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    25. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    26. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    27. Asongu, Simplice A. & Biekpe, Nicholas, 2018. "ICT, information asymmetry and market power in African banking industry," Research in International Business and Finance, Elsevier, vol. 44(C), pages 518-531.
    28. Asongu Simplice, 2011. "Government Quality Determinants of Stock Market Performance in African Countries," Working Papers of the African Governance and Development Institute. 11/019, African Governance and Development Institute..
    29. Simplice Asongu, 2013. "How Would Population Growth Affect Investment in the Future? Asymmetric Panel Causality Evidence for Africa," African Development Review, African Development Bank, vol. 25(1), pages 14-29.
    30. Rosa Forte & Rui Moura, 2013. "The Effects Of Foreign Direct Investment On The Host Country'S Economic Growth: Theory And Empirical Evidence," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 58(03), pages 1-28.
    31. 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.
    32. Emmanuel K. K. Lartey & Federico S. Mandelman & Pablo A. Acosta, 2012. "Remittances, Exchange Rate Regimes and the Dutch Disease: A Panel Data Analysis," Review of International Economics, Wiley Blackwell, vol. 20(2), pages 377-395, May.
    33. Simplice A. Asongu, 2013. "Fighting corruption in Africa: do existing corruption‐control levels matter?," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 12(1), pages 36-52, April.
    34. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Revolution empirics: predicting the Arab Spring," Empirical Economics, Springer, vol. 51(2), pages 439-482, September.
    35. Simplice Asongu & Nicholas Biekpe & Vanessa Tchamyou, 2019. "Remittances, ICT and doing business in Sub-Saharan Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 35-54, January.
    36. Billger, Sherrilyn M. & Goel, Rajeev K., 2009. "Do existing corruption levels matter in controlling corruption?: Cross-country quantile regression estimates," Journal of Development Economics, Elsevier, vol. 90(2), pages 299-305, November.
    37. Franklin Amuakwa-Mensah & George Marbuah & Dinah Ani-Asamoah Marbuah, 2017. "Re-examining the Determinants of Non-Performing Loans in Ghana’s Banking Industry: Role of the 2007–2009 Financial Crisis," Journal of African Business, Taylor & Francis Journals, vol. 18(3), pages 357-379, July.
    38. Simplice A. Asongu, 2013. "African Stock Market Performance Dynamics: A Multidimensional Convergence Assessment," Journal of African Business, Taylor & Francis Journals, vol. 14(3), pages 186-201, December.
    39. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Foreign aid and governance in Africa," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 69-88, January.
    40. Michael T. Gapen & Mr. Ralph Chami & Mr. Peter J Montiel & Mr. Adolfo Barajas & Connel Fullenkamp, 2009. "Do Workers’ Remittances Promote Economic Growth?," IMF Working Papers 2009/153, International Monetary Fund.
    41. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    42. Devesh KAPUR, 2004. "Remittances: The New Development Mantra?," G-24 Discussion Papers 29, United Nations Conference on Trade and Development.
    43. Colin McKenzie & Michael McAleer, 1997. "On Efficient Estimation and Correct Inference in Models with Generated Regressors: a General Approach," The Japanese Economic Review, Japanese Economic Association, vol. 48(4), pages 368-389, December.
    44. Agarwal, Reena & Horowitz, Andrew W., 2002. "Are International Remittances Altruism or Insurance? Evidence from Guyana Using Multiple-Migrant Households," World Development, Elsevier, vol. 30(11), pages 2033-2044, November.
    45. 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.
    46. Oxley, Les & McAleer, Michael, 1993. "Econometric Issues in Macroeconomic Models with Generated Regressors," Journal of Economic Surveys, Wiley Blackwell, vol. 7(1), pages 1-40.
    47. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    48. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    49. 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.
    50. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    51. Simplice Asongu, 2015. "Liberalisation and Financial Sector Competition: A Critical Contribution to the Empirics with an African Assessment," South African Journal of Economics, Economic Society of South Africa, vol. 83(3), pages 425-451, September.
    52. Sung Jin Kang & Hongshik Lee, 2011. "Foreign Direct Investment and De‐industrialisation," The World Economy, Wiley Blackwell, vol. 34(2), pages 313-329, February.
    53. Acosta, Pablo A. & Lartey, Emmanuel K.K. & Mandelman, Federico S., 2009. "Remittances and the Dutch disease," Journal of International Economics, Elsevier, vol. 79(1), pages 102-116, September.
    54. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    55. 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.
    56. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    57. Tibebe A. Assefa & André Varella Mollick, 2017. "Financial Development and Economic Growth in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(3), pages 320-339, July.
    58. Sheilla Nyasha & Nicholas M. Odhiambo, 2017. "Banks, Stock Market Development and Economic Growth in Kenya: An Empirical Investigation," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 1-23, January.
    59. Augustin Kwasi Fosu, 2015. "Growth, Inequality and Poverty in Sub-Saharan Africa: Recent Progress in a Global Context," Oxford Development Studies, Taylor & Francis Journals, vol. 43(1), pages 44-59, March.
    60. Gries, Thomas & Kraft, Manfred & Meierrieks, Daniel, 2009. "Linkages Between Financial Deepening, Trade Openness, and Economic Development: Causality Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 37(12), pages 1849-1860, December.
    61. Elijah Udoh & Uchechi R. Ogbuagu, 2012. "Financial Sector Development and Industrial Production in Nigeria (1970-2009): An ARDL Cointegration Approach," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(4), pages 1-4.
    62. John Page, 2012. "Can Africa Industrialise?-super- †," Journal of African Economies, Centre for the Study of African Economies, vol. 21(suppl_2), pages -124, January.
    63. Aggarwal, Reena & Demirgüç-Kunt, Asli & Pería, Maria Soledad Martínez, 2011. "Do remittances promote financial development?," Journal of Development Economics, Elsevier, vol. 96(2), pages 255-264, November.
    64. Jushan Bai & Serena Ng, 2006. "Confidence Intervals for Diffusion Index Forecasts and Inference for Factor-Augmented Regressions," Econometrica, Econometric Society, vol. 74(4), pages 1133-1150, July.
    65. James Dzansi, 2013. "Do remittance inflows promote manufacturing growth?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 89-111, August.
    66. Daniel Domeher & Godwin Musah & Najib Hassan, 2017. "Inter-sectoral Differences in the SME Financing Gap: Evidence from Selected Sectors in Ghana," Journal of African Business, Taylor & Francis Journals, vol. 18(2), pages 194-220, April.
    67. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    68. Katsiaryna Svirydzenka, 2016. "Introducing a New Broad-based Index of Financial Development," IMF Working Papers 2016/005, International Monetary Fund.
    69. Scott, James H, Jr, 1977. "Bankruptcy, Secured Debt, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 32(1), pages 1-19, March.
    70. Gui-Diby, Steve Loris & Renard, Mary-Françoise, 2015. "Foreign Direct Investment Inflows and the Industrialization of African Countries," World Development, Elsevier, vol. 74(C), pages 43-57.
    71. Mauro Costantini & Claudio Lupi, 2005. "Stochastic convergence among European economies," Economics Bulletin, AccessEcon, vol. 3(38), pages 1-17.
    72. Mr. Magnus Saxegaard, 2006. "Excess Liquidity and Effectiveness of Monetary Policy: Evidence from Sub-Saharan Africa," IMF Working Papers 2006/115, International Monetary Fund.
    73. Catalina Amuedo-Dorantes, 2014. "The good and the bad in remittance flows," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-97, November.
    74. Westerlund, Joakim & Urbain, Jean-Pierre, 2013. "On the estimation and inference in factor-augmented panel regressions with correlated loadings," Economics Letters, Elsevier, vol. 119(3), pages 247-250.
    75. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    76. repec:iza:izawol:journl:y:2014:p:97 is not listed on IDEAS
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    More about this item

    Keywords

    Africa; Diaspora; Financial development; Industrialisation; Remittances;
    All these keywords.

    JEL classification:

    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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