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Agricultural Productivity and Food Supply Stability in Sub-Saharan Africa: LSDV and SYS-GMM Approach

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  • Ogunlesi, Ayodeji
  • Bokana, Koye
  • Okoye, Chidozie
  • Loy, Jens-Peter

Abstract

Food supply fluctuations remain a major challenge in Sub-Saharan Africa (SSA). In this regard, this study empirically examined the impact of agricultural productivity on food security stability in 37 selected countries in SSA from 1990 to 2016, using the pooled, least square dummy variable (LSDV), random and system generalized methods of moments (SYS-GMM) models. The study adopted per-capita food supply variability (PCFSV) as a measure of food security stability while agriculture value-added contribution to gross domestic product (AGVA) and crop production (CRPROD) were selected indicators of agricultural productivity. The LSDV and SYS-GMM model estimations revealed that agricultural productivity and the control factors contributed significantly, though with a mix of positive and negative effects, to food security stability in the selected countries in SSA during the period under review. The LSDV model showed that AGVA had no statistically significant positive effect on food security stability, however, this was corrected in the SYS-GMM model, but with a positive impact. The study concludes that stability in food security is achieved and sustained by improving agricultural productivity. Based on the findings, the study recommended that food security stability should be improved by enhancing agricultural productivity through ensuring effective implementation of pro-agriculture growth policies in SSA

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  • Ogunlesi, Ayodeji & Bokana, Koye & Okoye, Chidozie & Loy, Jens-Peter, 2018. "Agricultural Productivity and Food Supply Stability in Sub-Saharan Africa: LSDV and SYS-GMM Approach," MPRA Paper 90204, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:90204
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    References listed on IDEAS

    as
    1. Minot, Nicholas, 2014. "Food price volatility in sub-Saharan Africa: Has it really increased?," Food Policy, Elsevier, vol. 45(C), pages 45-56.
    2. Anderson, Kym & Strutt, Anna, 2014. "Food security policy options for China: Lessons from other countries," Food Policy, Elsevier, vol. 49(P1), pages 50-58.
    3. Ben Slimane, Mehdi & Huchet-Bourdon, Marilyne & Zitouna, Habib, 2016. "The role of sectoral FDI in promoting agricultural production and improving food security," International Economics, Elsevier, vol. 145(C), pages 50-65.
    4. 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.
    5. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    6. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    7. Evita Pangaribowo & Nicolas Gerber & Maximo Torero, 2013. "Food and Nutrition Security Indicators: A Review," FOODSECURE Working papers 5, LEI Wageningen UR.
    8. Eicher, Carl K. & Staatz, John M., 1985. "Food Security Policy in Sub-Saharan Africa," 1985 Conference, August 26-September 4, 1985, Malaga, Spain 182560, International Association of Agricultural Economists.
    9. Uris Lantz C. Baldos & Thomas W. Hertel, 2014. "Global food security in 2050: the role of agricultural productivity and climate change," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(4), pages 554-570, October.
    10. Maxwell, Daniel G., 1996. "Measuring food insecurity: the frequency and severity of "coping strategies"," Food Policy, Elsevier, vol. 21(3), pages 291-303, July.
    11. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    12. Ndlovu, Patrick V. & Mazvimavi, Kizito & An, Henry & Murendo, Conrad, 2014. "Productivity and efficiency analysis of maize under conservation agriculture in Zimbabwe," Agricultural Systems, Elsevier, vol. 124(C), pages 21-31.
    13. Peter Warr, 2014. "Food insecurity and its determinants," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(4), pages 519-537, October.
    14. Derek Headey & Shenggen Fan, 2008. "Anatomy of a crisis: the causes and consequences of surging food prices," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 375-391, November.
    15. Truman P. Phillips & Daphne S. Taylor, 1990. "Optimal Control of Food Insecurity: A Conceptual Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1304-1310.
    16. Palacios-Lopez, Amparo & Christiaensen, Luc & Kilic, Talip, 2017. "How much of the labor in African agriculture is provided by women?," Food Policy, Elsevier, vol. 67(C), pages 52-63.
    17. Sraboni, Esha & Quisumbing, Agnes R. & Ahmed, Akhter, 2021. "Women's empowerment in agriculture: What role for food security in Bangladesh?," IFPRI book chapters, in: Securing food for all in Bangladesh, chapter 14, pages 483-548, International Food Policy Research Institute (IFPRI).
    18. 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.
    19. Dorward, Andrew, 2013. "Agricultural labour productivity, food prices and sustainable development impacts and indicators," Food Policy, Elsevier, vol. 39(C), pages 40-50.
    20. P. J. Dawson, 1997. "The demand for calories in developing countries," Oxford Development Studies, Taylor & Francis Journals, vol. 25(3), pages 361-369.
    21. Christopher B. Barrett & Luc Christiaensen & Megan Sheahan & Abebe Shimeles, 2017. "On the Structural Transformation of Rural Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 26(suppl_1), pages 11-35.
    22. Helfand, Steven M. & Magalhaes, Marcelo M. & Rada, Nicholas E., 2015. "Brazil's Agricultural Total Factor Productivity Growth by Farm Size," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 204875, Agricultural and Applied Economics Association.
    23. Abro, Zewdu Ayalew & Alemu, Bamlaku Alamirew & Hanjra, Munir A., 2014. "Policies for Agricultural Productivity Growth and Poverty Reduction in Rural Ethiopia," World Development, Elsevier, vol. 59(C), pages 461-474.
    24. Masako Morioka & Takumi Kondo, 2017. "Agricultural Productivity Growth and Household Food Security Improvement in Nepal," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 220-240, November.
    25. Odin K. Knudsen & Pasquale L. Scandizzo, 1982. "The Demand for Calories in Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(1), pages 80-86.
    26. C. Peter Timmer, 2017. "Food Security, Structural Transformation, Markets and Government Policy," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 4(1), pages 4-19, January.
    27. McCullough, Ellen B., 2017. "Labor productivity and employment gaps in Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 133-152.
    28. 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.
    29. Resnick, Danielle & Babu, Suresh Chandra & Haggblade, Steven & Hendriks, Sheryl & Mather, David, 2015. "Conceptualizing drivers of policy change in agriculture, nutrition, and food security: The kaleidoscope model:," IFPRI discussion papers 1414, International Food Policy Research Institute (IFPRI).
    30. C. Peter Timmer, 2014. "Food Security in Asia and the Pacific: The Rapidly Changing Role of Rice," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 1(1), pages 73-90, January.
    31. Ogundari, Kolawole & Awokuse, Titus, 2016. "Assessing the Contribution of Agricultural Productivity to Food Security levels in Sub-Saharan African countries," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235730, Agricultural and Applied Economics Association.
    32. Jonathan Brooks & Alan Matthews, 2015. "Trade Dimensions of Food Security," OECD Food, Agriculture and Fisheries Papers 77, OECD Publishing.
    33. Webber, Heidi & Gaiser, Thomas & Ewert, Frank, 2014. "What role can crop models play in supporting climate change adaptation decisions to enhance food security in Sub-Saharan Africa?," Agricultural Systems, Elsevier, vol. 127(C), pages 161-177.
    34. 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.
    35. Joachim Braun & Getaw Tadesse, 2012. "Food Security, Commodity Price Volatility, and the Poor," International Economic Association Series, in: Masahiko Aoki & Timur Kuran & Gérard Roland (ed.), Institutions and Comparative Economic Development, chapter 15, pages 298-312, Palgrave Macmillan.
    36. Joanna B. Upton & Jennifer Denno Cissé & Christopher B. Barrett, 2016. "Food security as resilience: reconciling definition and measurement," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 135-147, November.
    37. Amartya Sen, 1981. "Ingredients of Famine Analysis: Availability and Entitlements," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(3), pages 433-464.
    38. World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447, December.
    39. Conway, Gordon R., 1987. "The properties of agroecosystems," Agricultural Systems, Elsevier, vol. 24(2), pages 95-117.
    40. Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
    41. Berazneva, Julia & Lee, David R., 2013. "Explaining the African food riots of 2007–2008: An empirical analysis," Food Policy, Elsevier, vol. 39(C), pages 28-39.
    42. Dithmer, Jan & Abdulai, Awudu, 2017. "Does trade openness contribute to food security? A dynamic panel analysis," Food Policy, Elsevier, vol. 69(C), pages 218-230.
    43. Resnick, D. & Babu, S. & Haggblade, S. & Hendriks, S. & Mather, D., 2015. "Conceptualizing Drivers of Agriculture and Nutrition Policy Change through the Kaleidoscope Model," Feed the Future Innovation Lab for Food Security Policy Research Briefs 259799, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    44. Di-Marcantonio, Federica & Morales-Opazo, Cristian & Barreiro-Hurlé, Jesús & Demeke, Mulat, 2014. "Determinants of food production in Sub Saharan Africa: the impact of policy, market access and governance," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182683, European Association of Agricultural Economists.
    45. Burchi, Francesco & De Muro, Pasquale, 2016. "From food availability to nutritional capabilities: Advancing food security analysis," Food Policy, Elsevier, vol. 60(C), pages 10-19.
    46. Baiphethi, Mompati N. & Jacobs, Peter T., 2009. "The contribution of subsistence farming to food security in South Africa," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 48(4), pages 1-24, December.
    47. Headey, Derek D., 2013. "Developmental Drivers of Nutritional Change: A Cross-Country Analysis," World Development, Elsevier, vol. 42(C), pages 76-88.
    48. Maxwell, Simon, 1996. "Food security: a post-modern perspective," Food Policy, Elsevier, vol. 21(2), pages 155-170, May.
    49. Maria Sassi, 2015. "A Spatial, Non‐parametric Analysis of the Determinants of Food Insecurity in Sub‐Saharan Africa," African Development Review, African Development Bank, vol. 27(2), pages 92-105, June.
    50. Per Pinstrup-Andersen & Norha Ruiz de Londoño & Edward Hoover, 1976. "The Impact of Increasing Food Supply on Human Nutrition: Implications for Commodity Priorities in Agricultural Research and Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(2), pages 133-142.
    51. 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.
    52. Keola, Souknilanh & Andersson, Magnus & Hall, Ola, 2015. "Monitoring Economic Development from Space: Using Nighttime Light and Land Cover Data to Measure Economic Growth," World Development, Elsevier, vol. 66(C), pages 322-334.
    53. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
    54. Minot, Nicholas, 2010. "Transmission of World Food Price Changes to African Markets and its Effect on Household Welfare," Food Security Collaborative Working Papers 58563, Michigan State University, Department of Agricultural, Food, and Resource Economics.
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    1. Mutiu A. Oyinlola & Abdulfatai A. Adedeji & Nafisat Olabisi, 2021. "Technology, energy use, and agricultural value addition nexus: an exploratory analysis from SSA countries," Economic Change and Restructuring, Springer, vol. 54(2), pages 457-490, May.

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    More about this item

    Keywords

    Food Supply variability; Agricultural Productivity; Sub-Saharan Africa; Panel System GMM;
    All these keywords.

    JEL classification:

    • E00 - Macroeconomics and Monetary Economics - - General - - - General
    • 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
    • Q1 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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