Kassi, Diby François and Sun, Gang and Gnangoin, Yobouet Thierry and Edjoukou, Akadje Jean Roland and Assamoi, Guy Roland (2019): Dynamics between Financial development, Energy consumption and Economic growth in Sub-Saharan African countries: Evidence from an asymmetrical and nonlinear analysis.
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Abstract
This paper analyzes the asymmetrical relationship between financial development, energy consumption and economic growth in twenty-one (21) sub-Saharan African (SSA) countries from 1990Q1 to 2014Q4. We used the nonlinear autoregressive distributed lag (NARDL) framework and asymmetrical causality tests to examine the relationship between the variables. First, the country-level analysis reveals that there is asymmetrical cointegration between the variables in some countries and mixed results of the causal effects of financial development and energy consumption on economic growth across countries. Second, the results of the panel data analysis confirm the asymmetrical cointegration in the SSA region, especially in lower-middle-income countries than in upper-middle-income countries. We find that positive changes in energy consumption significantly reduce economic growth, contrary to the negative changes in the long-term. Besides, positive shocks to financial development favor more economic growth than the adverse shocks in the long-term in the SSA region. However, financial development hurts economic growth, contrary to energy consumption in the short-term. Finally, the results show bidirectional causality between positive changes in energy consumption and economic growth, but unidirectional causality running from negative changes in energy consumption to economic growth in the SSA region. There is also bidirectional causality between positive and negative shocks to financial development and economic growth in SSA region, but mixed results across lower-income countries and upper-middle-income countries. Therefore, our study suggests that energy-saving policies such as renewable energies can be implemented in the SSA region to promote sustainable development. In addition, policy-makers should adopt an efficient allocation of the credits to the private sector supporting productive investments. They should also pay attention to the asymmetrical relationship between financial development, energy consumption and economic growth in most SSA countries in the conduct of economic policies.
Item Type: | MPRA Paper |
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Original Title: | Dynamics between Financial development, Energy consumption and Economic growth in Sub-Saharan African countries: Evidence from an asymmetrical and nonlinear analysis |
English Title: | Dynamics between Financial development, Energy consumption and Economic growth in Sub-Saharan African countries: Evidence from an asymmetrical and nonlinear analysis |
Language: | English |
Keywords: | Financial development; Energy use; Economic growth; NARDL; Sub-Saharan Africa. |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C13 - Estimation: General G - Financial Economics > G2 - Financial Institutions and Services > G20 - General Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q43 - Energy and the Macroeconomy |
Item ID: | 93462 |
Depositing User: | Mr. diby françois kassi |
Date Deposited: | 24 Apr 2019 10:45 |
Last Modified: | 26 Sep 2019 10:22 |
References: | Acaravci, S. K., Ozturk, I., Acaravci, A., 2009. Financial development and economic growth: literature survey and empirical evidence from Sub-Saharan Africa. South African Journal of Economic and Management Sciences, 12(1):11-27 Adebumiti, Q., Masih, M., 2018. Economic growth, energy consumption, and government expenditure: evidence from a nonlinear ARDL analysis.https://mpra.ub.uni-muenchen.de/id/eprint/87527 Akinlo, A. E., 2009. Electricity Consumption and Economic Growth in Nigeria: Evidence from Cointegration and Co-feature Analysis. Journal of Policy Modeling 31(5): 681-693. Ali, H. S., Law, S. H., Yusop, Z., Chin, L., 2016. Dynamic implication of biomass energy consumption on economic growth in Sub-Saharan Africa: evidence from panel data analysis. GeoJournal, 82(3), 493–502. doi:10.1007/s10708-016-9698-y Arac, A., Hasanov, M., 2014. Asymmetries in the dynamic interrelationship between energy consumption and economic growth: evidence from Turkey. Energy Econ. 44, 259–269. Arcand, J. L., Berkes, E., Panizza, U., 2015. Too much finance? Journal of Economic Growth, 20(2), 105–148. doi:10.1007/s10887-015-9115-2 Arize, A. C., Malindretos, J., Ghosh, D., 2015. Purchasing power parity-symmetry and proportionality: Evidence from 116 countries. International Review of Economics & Finance, 37, 69–85. doi:10.1016/j.iref.2014.11.014 Berkes, E., Panizza, U., Arcand, J.-L.,2012. Too Much Finance? IMF Working Papers, 12(161), i. doi:10.5089/9781475504668.001 Dumitrescu, E.-I., Hurlin, C., 2012. Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. doi:10.1016/j.econmod.2012.02.014 Ebohon, O.J., 1996. Energy, Economic Growth and Causality in Developing Countries: A Case Study of Tanzania and Nigeria. Journal of Energy Policy 24(5): 447-453. Esso, L. J., 2010. Threshold Cointegration and Causality Relationship between Energy Use and Growth in Seven African Countries. Energy Economics 32(6): 1383-1391. Esso, L.J., 2012. Relation entre Energie et Croissance en Côte d‟Ivoire. Capec, Cote d‟Ivoire, 1-24. Fatai, B.O., 2014. Energy consumption and economic growth nexus: Panel co-integration and causality tests for Sub-Saharan Africa. Journal of Energy in Southern Africa, 25(4) Fisher, R. A., 1932. Statistical Methods for Research Workers, 4th Edition, Edinburgh: Oliver & Boyd. Gao, J., Zhang, L., 2014. Electricity Consumption-Economic Growth-CO2Emissions Nexus in Sub-Saharan Africa: Evidence from Panel Cointegration. African Development Review, 26(2), 359–371. doi:10.1111/1467-8268.12087 Granger, C.W.J., 1969. Investigating causal relations by econometric models and crossspectral methods. Econometrica 37 (3), 424–438. Hamit-Haggar, M., 2016. Clean energy-growth nexus in sub-Saharan Africa: Evidence from cross-sectionally dependent heterogeneous panel with structural breaks. Renewable and Sustainable Energy Reviews, 57, 1237–1244. doi:10.1016/j.rser.2015.12.161 Hassan, M. K., Sanchez, B., and Yu, J.-S., 2011. Financial development and economic growth: New evidence from panel data. The Quarterly Review of Economics and Finance, 51(1):88-104. Huang, B.N., Hwang, M.J., Yang, C.W., 2008. Causal Relationship between Energy Consumption and GDP Growth Revisited: A dynamic Panel Data Approach. Ecological Economics 67(1): 41-54. Hurlin, C. and Venet, B., 2001. “Granger Causality Tests in Panel Data Models with Fixed Coefficients,” Miméo,University Paris IX. Johansen, S., 1988. Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2-3), 231–254. doi:10.1016/0165-1889(88)90041-3 Kagochi, J. M., Nasser, O. M., Kebede, E., 2013. „Does financial development hold the key to economic growth? The case of Sub-Saharan Africa‟, The Journal of Developing Areas 47 (2), 61-79. Kahouli, B., 2017. The short and long-run causality relationship among economic growth, energy consumption, and financial development: Evidence from South Mediterranean Countries (SMCs. Energy Economics, 68, 19–30. doi:10.1016/j.eneco.2017.09.013 Kao, C.; Chiang, M. On the estimation and inference of a cointegrated regression in panel data. In Nonstationary Panels, Panel Cointegration, and Dynamic Panels; Baltagi, B.H., Fomby, T.B., Hill, R.C., Eds.; Advances in Econometrics; Emerald Group Publishing Limited, 2001; Volume 15, pp. 179–222. Available online: http://www.emeraldinsight.com/doi/abs/10.1016/S0731-9053(00)15007-8 Kassi, D.F, Nasiri, A., Edjoukou, A. J. R., 2017. Financial Development, Economic Growth and Energy Consumption Nexus in Cote d‟Ivoire. International Journal of Finance & Banking Studies (2147-4486), 6(3), pp. 1-21. doi:10.20525/ijfbs.v6i3.746 Kassi, D. F., Sun, G., Ding, N., Rathnayake, D. N., & Assamoi, G. R., 2018. Asymmetry in exchange rate pass-through to consumer prices: Evidence from emerging and developing Asian countries. Economic Analysis and Policy. doi:10.1016/j.eap.2018.09.013. Kassi, D. F., Rathnayake, D. N., Edjoukou, A. J. R., Gnangoin, Y. T., Louembe, P. A., Ding, N., Sun, G., 2019. Asymmetry in Exchange Rate Pass-Through to Consumer Prices: New Perspective from Sub-Saharan African Countries. Economies, 7(1), 5. doi:10.3390/economies7010005 Kaufmann, R.K., Azary-Lee, I.G. 1991. A biophysical analysis of substitution: Does substitution save energy in the U.S. forest products industry? Proc. Ecol. Econ.: Implications Forest Manage. Practice, 1991. King, R. G., and R. Levine. 1993. “Finance and Growth: Schumpeter Might Be Right.” The Quarterly Journal of Economics 108: 717–737. doi:10.2307/2118406 Kouakou, A. K., 2011. Economic growth and electricity consumption in Cote d‟Ivoire: Evidence from time series analysis. Energy Policy 39: 3638-3644. https://doi.org/10.1016/j.enpol.2011.03.069 Kraft, J., Kraft, A. 1978. On the relationship between energy and GNP, Journal of Energy and Development 3, 401-403. Le, T.-H. 2015. Dynamics between energy, output, openness and financial development in sub-Saharan African countries. Applied Economics, 48(10), 914–933. doi:10.1080/00036846.2015.1090550 Lucas, R.E., Jr. 1988. On the mechanics of economic development. Journal ofMonetary Economics 22, 3–42. Menyah, K., Wolde-Rufael, Y., 2010. CO2 emissions, nuclear energy, renewable energy and economic growth in the US. Energy Policy, 38(6), 2911–2915. doi:10.1016/j.enpol.2010.01.024 Olayeni Olaolu Richard, « Energy consumption and economic growth in sub-Saharan Africa: An asymmetric cointegration analysis », Economie Internationale 2012/1 (n°129), p. 99-118. Pagano, M. 1993. “Financial Markets and Growth: An Overview.” European Economic Review 37: 613–622. doi:10.1016/0014-2921(93)90051-B. Pedroni, P. Fully Modified OLS for Heterogeneous Cointegrated Panels and the Case of Purchasing Power Parity; Manuscript; Department of Economics, Indiana University, 1996. Available online: http://web.williams. edu/Economics/pedroni/WP-96-20.pdf Pedroni, P., 1999. Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors. Oxford Bulletin of Economics and Statistics, 61(s1), 653–670. doi:10.1111/1468-0084.61.s1.14 Pedroni, P., 2001. Purchasing Power Parity Tests in Cointegrated Panels. Review of Economics and Statistics, 83(4), 727–731. doi:10.1162/003465301753237803 Pedroni, P. Fully modified OLS for heterogeneous cointegrated panels. In Nonstationary Panels, panel cointegration, and Dynamic Panels; Advances in Econometrics; Baltagi, B.H., Fomby, T.B., Hill, R.C., Eds.; Emerald Group Publishing Limited, 2001; Volume 15, pp. 93–130. Available online: http://www.emeraldinsight.com/doi/abs/10.1016/S0731-9053(00)15004-2 Pesaran, M. H., Smith, R., 1995. Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113.doi:10.1016/0304-4076(94)01644-f Pesaran, M. H., Shin, Y., Smith, R. P., 1999. Pooled Mean Group Estimation of Dynamic Heterogeneous Panels. Journal of the American Statistical Association, 94(446), 621–634. doi:10.1080/01621459.1999.10474156 Phillips, P. C. B., Perron, p., 1988. Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. doi:10.1093/biomet/75.2.335 Phillips, P. C. B., Hansen, B. E., 1990. Statistical Inference in Instrumental Variables Regression with I(1) Processes. The Review of Economic Studies, 57(1), 99. doi:10.2307/2297545 Ranjbar, O., Chang, T., Nel, E., Gupta, R. 2017. Energy consumption and economic growth nexus in South Africa: Asymmetric frequency domain approach. Energy sources, part b: Economics, Planning, and Policy, 12(1): 24–31. http://dx.doi.org/10.1080/15567249.2015.1020120 Romer, P.M. 1986. Increasing returns and long-run growth. Journal of Political Economy 94, 1002–37. Rousseau, p. L., Wachtel, p., 2011. What is happening to the impact of financial deepening on economic growth? Economic Inquiry, 49(1), 276–288.doi:10.1111/j.1465-7295.2009.00197.x Sadorsky, P., 2010. The impact of financial development on energy consumption in emerging economies. Energy Policy, 38(5), 2528–2535. doi:10.1016/j.enpol.2009.12.048 Sahay, R. Bi, D. Ayala, Y. Gao, A. Kyobe, L. Nguyen, C. Saborowski, K. Svirydzenka, S. R.Yousefi. 2015b. “Rethinking Financial Deepening: Stability and Growth in Emerging Markets.” IMF Staff Discussion Note 15/08, International Monetary Fund, Washington. Sbia, R., Shahbaz, M., Hamdi, H., 2014. A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE. Economic Modelling, 36, 191–197. doi:10.1016/j.econmod.2013.09.047 Shahbaz, M., Mallick, H., Mahalik, M. K., Sadorsky, P., 2016. The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development. Energy Economics, 55, 52–68. doi:10.1016/j.eneco.2016.01.013 Shahbaz, M., Hoang, T. H. V., Mahalik, M. K., Roubaud, D., 2017. Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis. Energy Economics, 63, 199–212. doi:10.1016/j.eneco.2017.01.023 Yu, E. S. H., Hwang, B.-K., 1984. The relationship between energy and GNP. Energy Economics, 6(3), 186–190. doi:10.1016/0140-9883(84)90015-x Zerbo, E., 2017. ''Energy consumption and economic growth in Sub-Saharan African countries: Further evidence'', Economics Bulletin, Volume 37, Issue 3, pages 1720-174 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/93462 |