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Total Factor Productivity of Major Crops in Southern Ethiopia: A Dis-Aggregated Analysis of the Growth Components

Author

Listed:
  • Merihun Fikru Meja

    (Center of Rural Development, College of Development Studies, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia)

  • Bamlaku Alamirew Alemu

    (Department of Project Planning & Management, Yom Institute of Economic Development, P.O. Box 62539, Addis Ababa, Ethiopia)

  • Maru Shete

    (Department of Development Economics, St. Mary’s University, P.O. Box 1211, Addis Ababa, Ethiopia)

Abstract

(1) Background: Even though agriculture is the backbone of the Ethiopian economy, the improvements made regarding crop productivity appeared insufficient and had slow progress. Several studies suggest possible ways to identify the challenges in the productivity of the crop sub-sector. Nevertheless, there are gaps in the empirical literature in both knowledge and methods. The current study intends to identify the factors that affect growth in the productivity of teff, maize, barley, wheat, and sorghum crops. (2) Methods: Cobb-Douglass stochastic production function is estimated using a panel data set of the Living Standard Measurement Survey. To address the objectives of the study, a parametric estimation with a time-varying decay model with deterministic and stochastic components was adopted. (3) Results and Discussion: The effect of inputs on aggregate output was positive and significant at the 1% significance level, implying the presence of economies of scale. Variation in the inefficiency term explained 46.4% of the total variance in the composed error term. The average productivity of major crops was 6.19 per year. This study implied that technical change in the production of major crops increased by 22% with better use of available technology. (4) Conclusions and Policy Implication: The findings pinpoint that farmers should focus on technical change and intensification of improved agricultural inputs.

Suggested Citation

  • Merihun Fikru Meja & Bamlaku Alamirew Alemu & Maru Shete, 2021. "Total Factor Productivity of Major Crops in Southern Ethiopia: A Dis-Aggregated Analysis of the Growth Components," Sustainability, MDPI, vol. 13(6), pages 1-14, March.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:6:p:3388-:d:520036
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    References listed on IDEAS

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    1. Roberto Colombi & Subal Kumbhakar & Gianmaria Martini & Giorgio Vittadini, 2014. "Closed-skew normality in stochastic frontiers with individual effects and long/short-run efficiency," Journal of Productivity Analysis, Springer, vol. 42(2), pages 123-136, October.
    2. Mullen, John D., 2007. "Productivity Growth and the Returns from Public Investment in R&D in Australian Broadacre Agriculture," 2007 Conference (51st), February 13-16, 2007, Queenstown, New Zealand 9451, Australian Agricultural and Resource Economics Society.
    3. Evangelia Desli & Subhash Ray & Subal Kumbhakar, 2003. "A dynamic stochastic frontier production model with time-varying efficiency," Applied Economics Letters, Taylor & Francis Journals, vol. 10(10), pages 623-626.
    4. Coelli, Tim J. & Perelman, Sergio & Van Lierde, Dirk, 2006. "CAP Reforms and Total Factor Productivity Growth in Belgian Agriculture: A Malmquist Index Approach," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25472, International Association of Agricultural Economists.
    5. Alston, Lee J. & Harris, Edwyna & Mueller, Bernardo, 2012. "The Development of Property Rights on Frontiers: Endowments, Norms, and Politics," The Journal of Economic History, Cambridge University Press, vol. 72(3), pages 741-770, August.
    6. Steven Block, 2014. "The Decline and Rise of Agricultural Productivity in Sub-Saharan Africa since 1961," NBER Chapters, in: African Successes, Volume IV: Sustainable Growth, pages 13-67, National Bureau of Economic Research, Inc.
    7. 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.
    8. 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.
    9. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    10. Lai, Hung-pin & Kumbhakar, Subal C., 2018. "Panel data stochastic frontier model with determinants of persistent and transient inefficiency," European Journal of Operational Research, Elsevier, vol. 271(2), pages 746-755.
    11. Hailu, Berihun Kassa & Abrha, Bihon Kassa & Weldegiorgis, Kibrom Aregawi, 2014. "Adoption and Impact of Agricultural Technologies on Farm Income: Evidence from Southern Tigray, Northern Ethiopia," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 2(4), pages 1-16, October.
    12. Dube, Biru Gelgo, 2016. "Analysis Of Determinants Of Adoption Of Organic Fertilizer And Its Effect On Smallholder Farmers Income In Shashemene District, Ethiopia," Research Theses 265573, Collaborative Masters Program in Agricultural and Applied Economics.
    13. Taffesse, Alemayehu Seyoum & Dorosh, Paul A. & Asrat, Sinafikeh, 2012. "Crop production in Ethiopia: Regional patterns and trends: Summary of ESSP working paper 16," ESSP research notes 11, International Food Policy Research Institute (IFPRI).
    14. Jayne, T.S. & Chamberlin, Jordan & Headey, Derek D., 2014. "Land pressures, the evolution of farming systems, and development strategies in Africa: A synthesis," Food Policy, Elsevier, vol. 48(C), pages 1-17.
    15. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    16. Timo Kuosmanen & Timo Sipiläinen, 2009. "Exact decomposition of the Fisher ideal total factor productivity index," Journal of Productivity Analysis, Springer, vol. 31(3), pages 137-150, June.
    17. Lai, Hung-pin & Kumbhakar, Subal C., 2018. "Endogeneity in panel data stochastic frontier model with determinants of persistent and transient inefficiency," Economics Letters, Elsevier, vol. 162(C), pages 5-9.
    18. Camilla Mastromarco & Ulrich Woitek, 2006. "Public Infrastructure Investment and Efficiency in Italian Regions," Journal of Productivity Analysis, Springer, vol. 25(1), pages 57-65, April.
    19. John Mullen, 2007. "Productivity growth and the returns from public investment in R&D in Australian broadacre agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(4), pages 359-384, December.
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