Productivity in Sub-Saharan Africa’s Agricultural Sector: An Application of Data Envelopment Analysis and Regression Analysis
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DOI: 10.1007/s43069-023-00219-2
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- Mita Bagchi & Sanzidur Rahman & Yao Shunbo, 2019. "Growth in Agricultural Productivity and Its Components in Bangladeshi Regions (1987–2009): An Application of Bootstrapped Data Envelopment Analysis (DEA)," Economies, MDPI, vol. 7(2), pages 1-16, May.
- Ozturk, Ilhan, 2017. "The dynamic relationship between agricultural sustainability and food-energy-water poverty in a panel of selected Sub-Saharan African Countries," Energy Policy, Elsevier, vol. 107(C), pages 289-299.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- Herrmann, Raoul T., 2017. "Large-Scale Agricultural Investments and Smallholder Welfare: A Comparison of Wage Labor and Outgrower Channels in Tanzania," World Development, Elsevier, vol. 90(C), pages 294-310.
- Johnson, Andrew L. & Kuosmanen, Timo, 2012. "One-stage and two-stage DEA estimation of the effects of contextual variables," European Journal of Operational Research, Elsevier, vol. 220(2), pages 559-570.
- Kareem, Olayinka Idowu, 2018. "The determinants of large-scale land investments in Africa," Land Use Policy, Elsevier, vol. 75(C), pages 180-190.
- Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
- Dzanku, Fred Mawunyo, 2019. "Food security in rural sub-Saharan Africa: Exploring the nexus between gender, geography and off-farm employment," World Development, Elsevier, vol. 113(C), pages 26-43.
- F. Djoumessi, Yannick, 2016. "Green Agricultural Productivity Growth and Convergence in sub-Saharan Africa," MPRA Paper 79525, University Library of Munich, Germany, revised 11 Dec 2016.
- Ufua, Daniel E. & Papadopoulos, Thanos & Midgley, Gerald, 2018. "Systemic Lean Intervention: Enhancing Lean with Community Operational Research," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1134-1148.
- Muraoka, Rie & Jin, Songqing & Jayne, T.S., 2018.
"Land access, land rental and food security: Evidence from Kenya,"
Land Use Policy, Elsevier, vol. 70(C), pages 611-622.
- Muraoka, Rie & Jin, Songqing & Jayne, Thomas S., 2014. "Land Access, Land Rental and Food Security: Evidence from Kenya," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170244, Agricultural and Applied Economics Association.
- Muraoka, Rie & Jin, Songqing & Jayne, Thomas S., 2015. "Land Access, Land Rental and Food Security: Evidence from Kenya," 2015 Conference, August 9-14, 2015, Milan, Italy 212513, International Association of Agricultural Economists.
- Vlontzos, G. & Pardalos, P.M., 2017. "Assess and prognosticate green house gas emissions from agricultural production of EU countries, by implementing, DEA Window analysis and artificial neural networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 155-162.
- Dorosh, Paul & Thurlow, James, 2018. "Beyond Agriculture Versus Non-Agriculture: Decomposing Sectoral Growth–Poverty Linkages in Five African Countries," World Development, Elsevier, vol. 109(C), pages 440-451.
- Chakamera, Chengete & Alagidede, Paul, 2018. "Electricity crisis and the effect of CO2 emissions on infrastructure-growth nexus in Sub Saharan Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 945-958.
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More about this item
Keywords
Agriculture; Agricultural productivity; Regression analysis; Data Envelopment Analysis; Sub-Saharan Africa;All these keywords.
JEL classification:
- M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration
- M2 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics
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