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Causal Relationship between Economic Growth and Agricultural productivity in Sub Saharan Africa: A Panel Cointegration Approach

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  • Ogundari, Kolawole

Abstract

The study revisits the causal relationship between agricultural productivity and economic growth in sub-Saharan Africa. The analysis is based on the panel cointegration approach, estimated using the Pooled Mean Group (PMG) estimators. The study employs a cross-country balanced panel data covering 35 countries from 1981 to 2010. Per capita, gross domestic product is an indicator of economic growth, and the total factor productivity (TFP) index is an agricultural productivity indicator used in the study. The empirical results show the variables have a different integration order based on the unit root test, while evidence of a cointegration relationship among the variables exists. The estimated PMG shows that in the long and short-run, agricultural TFP has significant positive and negative effects on economic growth, respectively, in the study. There is no effect of economic growth on agricultural TFP either in the long and short run. While the causality test shows that agricultural TFP Granger causes economic growth in the long and short run, we found no evidence that economic growth Granger causes agricultural TFP in the short run except in the long run. These findings show that greater attention to improving agricultural TFP would increase economic growth in the region.

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  • Ogundari, Kolawole, 2021. "Causal Relationship between Economic Growth and Agricultural productivity in Sub Saharan Africa: A Panel Cointegration Approach," MPRA Paper 110199, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:110199
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    1. Angela Lusigi & Colin Thirtle, 1997. "Total Factor Productivity And The Effects Of R&D In African Agriculture," Journal of International Development, John Wiley & Sons, Ltd., vol. 9(4), pages 529-538.
    2. Dethier, Jean-Jacques & Effenberger, Alexandra, 2012. "Agriculture and development: A brief review of the literature," Economic Systems, Elsevier, vol. 36(2), pages 175-205.
    3. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    4. Kolawole Ogundari & Adebayo Aromolaran, 2017. "Nutrition and economic growth in sub-Saharan Africa: a causality test using panel data," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 16(2), pages 174-189, July.
    5. Yu, Bingxin & Nin Pratt, Alejandro, 2011. "Agricultural Productivity and Policies in Sub-Saharan Africa," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 105400, Agricultural and Applied Economics Association.
    6. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634.
    7. Magda Kandil & Muhammad Shahbaz & Samia Nasreen, 2015. "The interaction between globalization and financial development: new evidence from panel cointegration and causality analysis," Empirical Economics, Springer, vol. 49(4), pages 1317-1339, December.
    8. King, Alan & Ramlogan-Dobson, Carlyn, 2015. "Is Africa Actually Developing?," World Development, Elsevier, vol. 66(C), pages 598-613.
    9. Fuglie, Keith O. & Rada, Nicholas E., 2013. "Resources, Policies, and Agricultural Productivity in Sub-Saharan Africa," Economic Research Report 145368, United States Department of Agriculture, Economic Research Service.
    10. George Mavrotas & Roger Kelly, 2001. "Old Wine in New Bottles: Testing Causality between Savings and Growth," Manchester School, University of Manchester, vol. 69(s1), pages 97-105.
    11. Thirtle, Colin & Lin, Lin & Piesse, Jenifer, 2003. "The Impact of Research-Led Agricultural Productivity Growth on Poverty Reduction in Africa, Asia and Latin America," World Development, Elsevier, vol. 31(12), pages 1959-1975, December.
    12. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    13. Richard Tiffin & Xavier Irz, 2006. "Is agriculture the engine of growth?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 79-89, July.
    14. repec:bla:manchs:v:69:y:2001:i:0:p:97-105 is not listed on IDEAS
    15. Steve Wiggins, 2014. "African Agricultural Development: Lessons and Challenges," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(3), pages 529-556, September.
    16. Arega D. Alene, 2010. "Productivity growth and the effects of R&D in African agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 223-238, May.
    17. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    18. 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.
    19. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    20. Gollin, Douglas, 2010. "Agricultural Productivity and Economic Growth," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 4, chapter 73, pages 3825-3866, Elsevier.
    21. Ogundari, Kolawole, 2014. "The Paradigm of Agricultural Efficiency and its Implication on Food Security in Africa: What Does Meta-analysis Reveal?," World Development, Elsevier, vol. 64(C), pages 690-702.
    22. Hwa, Erh-Cheng, 1988. "The contribution of agriculture to economic growth: Some empirical evidence," World Development, Elsevier, vol. 16(11), pages 1329-1339, November.
    23. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    24. Douglas Holtz-Eakin & Whitney K. Newey & Harvey S. Rosen, 1989. "Implementing Causality Tests with Panel Data, with an Example from LocalPublic Finance," NBER Technical Working Papers 0048, National Bureau of Economic Research, Inc.
    25. Mozumdar, Lavlu, 2012. "Agricultural productivity and food security in the developing world," Bangladesh Journal of Agricultural Economics, Bangladesh Agricultural University, vol. 35(1-2).
    26. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    27. Getahun, Tigabu & Baumüller, Heike & Nigussie, Yalemzewd, 2018. "From agricultural to economic growth: Targeting investments across Africa," Discussion Papers 271153, University of Bonn, Center for Development Research (ZEF).
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    More about this item

    Keywords

    Economic Growth; Agricultural Productivity; Granger Causality; Panel data; Sub Saharan Africa;
    All these keywords.

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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