[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/90204.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/90204/1/MPRA_paper_90204.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    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 & Magalhaes, Marcelo & Rada, Nicholas, 2015. "Brazil's Agricultural Total Factor Productivity Growth by Farm Size," 2015 Conference, August 9-14, 2015, Milan, Italy 211719, International Association of Agricultural Economists.
    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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Anbes Tenaye, 2020. "New Evidence Using a Dynamic Panel Data Approach: Cereal Supply Response in Smallholder Agriculture in Ethiopia," Economies, MDPI, vol. 8(3), pages 1-24, July.
    2. 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.
    3. Ogunniyi, Adebayo Isaiah & Mavrotas, George & Olagunju, Kehinde Oluseyi & Fadare, Olusegun & Adedoyin, Rufai, 2020. "Governance quality, remittances and their implications for food and nutrition security in Sub-Saharan Africa," World Development, Elsevier, vol. 127(C).
    4. Rahman, Mizanur, 2008. "The Impact of a Common Currency on East Asian Production Networks and China’s Exports Behavior," MPRA Paper 13931, University Library of Munich, Germany.
    5. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    6. Jochen Hartwig, 2008. "Has Health Capital Formation Cured 'Baumol's Disease'? - Panel Granger Causality Evidence for OECD Countries," KOF Working papers 08-206, KOF Swiss Economic Institute, ETH Zurich.
    7. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2010. "Internal migration, regional labour market dynamics and implications for German East-West disparities: results from a Panel VAR," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 30(2), pages 159-189, September.
    8. Mohcine Bakhat & José M. Labeaga & Xavier Labandeira & Xiral Lñpez, 2013. "Economic Crisis and Elasticities of Car Fuels: Evidence for Spain," Working Papers fa15-2013, Economics for Energy.
    9. Colin Cannonier & Monica Galloway Burke, 2019. "The economic growth impact of tourism in Small Island Developing States—evidence from the Caribbean," Tourism Economics, , vol. 25(1), pages 85-108, February.
    10. Alandejani, Maha & Asutay, Mehmet, 2017. "Nonperforming loans in the GCC banking sectors: Does the Islamic finance matter?," Research in International Business and Finance, Elsevier, vol. 42(C), pages 832-854.
    11. Goya, Daniel, 2020. "The exchange rate and export variety: A cross-country analysis with long panel estimators," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 649-665.
    12. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America," Discussion Papers 16/03, Department of Economics, University of York.
    13. Bakhat, Mohcine & Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "Elasticities of transport fuels at times of economic crisis: An empirical analysis for Spain," Energy Economics, Elsevier, vol. 68(S1), pages 66-80.
    14. Erik Hille & Patrick Möbius, 2019. "Environmental Policy, Innovation, and Productivity Growth: Controlling the Effects of Regulation and Endogeneity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1315-1355, August.
    15. Odolinski, Kristofer & Nilsson, Jan-Eric, 2017. "Estimating the marginal maintenance cost of rail infrastructure usage in Sweden; does more data make a difference?," Economics of Transportation, Elsevier, vol. 10(C), pages 8-17.
    16. Huy Quang Doan, 2019. "Trade, Institutional Quality and Income: Empirical Evidence for Sub-Saharan Africa," Economies, MDPI, vol. 7(2), pages 1-23, May.
    17. Wahidin, Deni & Akimov, Alexandr & Roca, Eduardo, 2021. "The impact of bond market development on economic growth before and after the global financial crisis: Evidence from developed and developing countries," International Review of Financial Analysis, Elsevier, vol. 77(C).
    18. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    19. José María ARRANZ & Carlos GARCÍA SERRANO & Virginia HERNANZ, 2013. "Active labour market policies in Spain: A macroeconomic evaluation," International Labour Review, International Labour Organization, vol. 152(2), pages 327-348, June.
    20. Doan, Anh-Tuan & Lin, Kun-Li & Doong, Shuh-Chyi, 2020. "State-controlled banks and income smoothing. Do politics matter?," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:90204. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.