IDEAS home Printed from https://ideas.repec.org/p/ags/iaae15/212769.html
   My bibliography  Save this paper

Multi-lateral multi-output measurement of productivity: the case of African agriculture

Author

Listed:
  • Majiwa, Eucabeth Bosibori Opande
  • Lee, Boon
  • Wilson, Clevo

Abstract

Total factor productivity (TFP) of agriculture for eighteen African countries is measured using panel data from Food and Agriculture Organization of the United Nations database for the period 1980 to 2007. Using the Färe-Primont productivity index, TFP was decomposed into measures of technical and efficiency change. The efficiency change was further decomposed into measures of technical, mix and scale efficiency changes. The results reveal TFP and technical change growth rates of 0.85% and 1% respectively. In the same period there is a decline in total technical productivity efficiency, mix efficiency, residual scale efficiency and scale mix efficiency change of 0.15%, 0.23%, 0.02% and 0.25% respectively while technical efficiency improved by 0.1%. From the results it is evident that the main driving force of TFP growth is technological progress while negative efficiency levels are contributing to reduced average productivity growth. Promotion of irrigation facilities, improving governance, improving mechanization and reducing land fragmentation are identified as necessary measures to improve TFP growth.

Suggested Citation

  • Majiwa, Eucabeth Bosibori Opande & Lee, Boon & Wilson, Clevo, 2015. "Multi-lateral multi-output measurement of productivity: the case of African agriculture," 2015 Conference, August 9-14, 2015, Milan, Italy 212769, International Association of Agricultural Economists.
    • Handle: RePEc:ags:iaae15:212769
    DOI: 10.22004/ag.econ.212769
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/212769/files/Majiwa-601.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.212769?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Druilhe, Zoé & Barreiro-Hurlé, Jesús, 2012. "Fertilizer subsidies in sub-Saharan Africa," ESA Working Papers 288997, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    2. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    3. Jean-Paul Chavas & Ragan Petrie & Michael Roth, 2005. "Farm Household Production Efficiency: Evidence from The Gambia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(1), pages 160-179.
    4. Izmirlioglu, Yusuf, 2008. "The Impact of Population Ageing on Technological Progress and TFP Growth, with Application to United States: 1950-2050," MPRA Paper 24687, University Library of Munich, Germany.
    5. Tim J. Coelli, 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 219-245, December.
    6. 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.
    7. Sanzidur Rahman & Ruhul Salim, 2013. "Six Decades of Total Factor Productivity Change and Sources of Growth in Bangladesh Agriculture (1948–2008)," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 275-294, June.
    8. von Grebmer, Klaus & Ringler, Claudia & Rosegrant, Mark W. & Olofinbiyi, Tolulope & Wiesmann, Doris & Fritschel, Heidi & Badiane, Ousmane & Torero, Maximo & Yohannes, Yisehac & Thompson, Jennifer & vo, 2012. "2012 Global hunger index: the challenge of hunger: Ensuring sustainable food security under land, water, and energy stresses," IFPRI books, International Food Policy Research Institute (IFPRI), number 2012 GHI English.
    9. Kumar, Praduman & Mittal, Surabhi & Hossain, Mahabub, 2008. "Agricultural Growth Accounting and Total Factor Productivity in South Asia: A Review and Policy Implications," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 21(2).
    10. Xavier Irz & Lin Lin & Colin Thirtle & Steve Wiggins, 2001. "Agricultural Productivity Growth and Poverty Alleviation," Development Policy Review, Overseas Development Institute, vol. 19(4), pages 449-466, December.
    11. Songqing Jin & Hengyun Ma & Jikun Huang & Ruifa Hu & Scott Rozelle, 2010. "Productivity, efficiency and technical change: measuring the performance of China’s transforming agriculture," Journal of Productivity Analysis, Springer, vol. 33(3), pages 191-207, June.
    12. Tim J. Coelli & D. S. Prasada Rao, 2005. "Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 115-134, January.
    13. Nin Pratt, Alejandro & Yu, Bingxin, 2008. "An updated look at the recovery of agricultural productivity in Sub-Saharan Africa:," IFPRI discussion papers 787, International Food Policy Research Institute (IFPRI).
    14. Manfred Zeller & Aliou Diagne & Charles Mataya, 1998. "Market access by smallholder farmers in Malawi: implications for technology adoption, agricultural productivity and crop income," Agricultural Economics, International Association of Agricultural Economists, vol. 19(1-2), pages 219-229, September.
    15. Angus Deaton, 1999. "Commodity Prices and Growth in Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 23-40, Summer.
    16. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    17. repec:fpr:resrep:2012ghienglish is not listed on IDEAS
    18. Tozer, Peter R. & Villano, Renato, 2013. "Decomposing Productivity and Efficiency among Western Australian Grain Producers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 38(3), pages 1-15.
    19. Chen, Po-Chi & Yu, Ming-Miin & Chang, Ching-Cheng & Hsu, Shih-Hsun, 2008. "Total factor productivity growth in China's agricultural sector," China Economic Review, Elsevier, vol. 19(4), pages 580-593, December.
    20. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    21. repec:fpr:ifprib:2012ghienglish is not listed on IDEAS
    22. Wu, Shunxiang, et al, 2001. "Productivity Growth and Its Components in Chinese Agriculture after Reforms," Review of Development Economics, Wiley Blackwell, vol. 5(3), pages 375-391, October.
    23. Zeller, Manfred & Diagne, Aliou & Mataya, Charles, 1998. "Market access by smallholder farmers in Malawi: implications for technology adoption, agricultural productivity and crop income," Agricultural Economics, Blackwell, vol. 19(1-2), pages 219-229, September.
    24. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    25. Thirtle, Colin & Piesse, Jenifer & Lusigi, Angela & Suhariyanto, Kecuk, 2003. "Multi-factor agricultural productivity, efficiency and convergence in Botswana, 1981-1996," Journal of Development Economics, Elsevier, vol. 71(2), pages 605-624, August.
    26. Manoj Atolia, 2003. "Productivity-Enhancing Reforms, Private Capital Inflows, and Real Interest Rates in Africa," Working Papers wp2003_10_02, Department of Economics, Florida State University, revised Dec 2008.
    27. Sanjaya Lall & Carlo Pietrobelli, 2002. "Failing to Compete," Books, Edward Elgar Publishing, number 2360.
    28. Place, Frank, 2009. "Land Tenure and Agricultural Productivity in Africa: A Comparative Analysis of the Economics Literature and Recent Policy Strategies and Reforms," World Development, Elsevier, vol. 37(8), pages 1326-1336, August.
    29. repec:fpr:export:70 is not listed on IDEAS
    30. Cornia, Giovanni Andrea, 1985. "Farm size, land yields and the agricultural production function: An analysis for fifteen developing countries," World Development, Elsevier, vol. 13(4), pages 513-534, April.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Asif Reza Anik & Sanzidur Rahman & Jaba Rani Sarker, 2017. "Agricultural Productivity Growth and the Role of Capital in South Asia (1980–2013)," Sustainability, MDPI, vol. 9(3), pages 1-24, March.
    3. Ma, Shuzhong & Feng, Han, 2013. "Will the decline of efficiency in China's agriculture come to an end? An analysis based on opening and convergence," China Economic Review, Elsevier, vol. 27(C), pages 179-190.
    4. Embaye, Weldensie T. & Bergtold, Jason S. & Schwab, Benjamin & Zereyesus, Yacob A., 2018. "Modeling Farm Household’s Productivity under Inseparable Production and Consumption decisions," 2018 Annual Meeting, August 5-7, Washington, D.C. 274226, Agricultural and Applied Economics Association.
    5. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    6. Kuhl, Laura, 2018. "Potential contributions of market-systems development initiatives for building climate resilience," World Development, Elsevier, vol. 108(C), pages 131-144.
    7. Dedehouanou, Sènakpon F. A., 2014. "Diversification towards high value export production, farm household productivity and efficiency in Senegal," Conference papers 332432, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    8. Kibrom A. Abay & Nathaniel D. Jensen, 2020. "Access to markets, weather risk, and livestock production decisions: Evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 51(4), pages 577-593, July.
    9. Amirul Islam & Ruhul Salim & Harry Bloch, 2016. "Does Regional Integration Affect Efficiency And Productivity Growth? Empirical Evidence From South Asia," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 28(2), pages 107-122, July.
    10. Larson,Donald F. & Muraoka,Rie & Otsuka,Keijiro, 2016. "On the central role of small farms in African rural development strategies," Policy Research Working Paper Series 7710, The World Bank.
    11. Ioanna Reziti & Leonidas Zangelidis, 2019. "Regional Productivity and Efficiency Growth in Greek Agriculture," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 69(4), pages 3-20, October-D.
    12. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    13. Daniel Francois Meyer, 2019. "An Assessment Of The Importance Of The Agricultural Sector On Economic Growth And Development In South Africa," Proceedings of International Academic Conferences 9912288, International Institute of Social and Economic Sciences.
    14. Mengna Lu & Yuan Qi & Jiaqing Zhang & Daolin Zhu, 2023. "The Impact of Rural Credit on Cultivated Land Use Efficiency: An Empirical Analysis Using China Rural Revitalization Survey Data," Land, MDPI, vol. 12(11), pages 1-16, October.
    15. Deng, Haiyan & Jin, Yanhong & Pray, Carl & Hu, Ruifa & Xia, Enjun & Meng, Hong, 2021. "Impact of public research and development and extension on agricultural productivity in China from 1990 to 2013," China Economic Review, Elsevier, vol. 70(C).
    16. K Hervé Dakpo & Yann Desjeux & Philippe Jeanneaux & Laure Latruffe, 2017. "Productivity, technical efficiency and technological change in French agriculture during 2002-2014: A Färe-Primont index decomposition," Working Papers SMART 17-07, INRAE UMR SMART.
    17. Chirwa Ephraim W., 2007. "Sources of Technical Efficiency among Smallholder Maize Farmers in Southern Malawi," Working Papers 172, African Economic Research Consortium, Research Department.
    18. Alexandros Sarris, 2014. "Trade, food and welfare," Chapters, in: Raghbendra Jha & Raghav Gaiha & Anil B. Deolalikar (ed.), Handbook on Food, chapter 13, pages 325-352, Edward Elgar Publishing.
    19. Adetutu, Morakinyo O. & Ajayi, Victor, 2020. "The impact of domestic and foreign R&D on agricultural productivity in sub-Saharan Africa," World Development, Elsevier, vol. 125(C).
    20. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.

    More about this item

    Keywords

    Production Economics; Productivity Analysis;

    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:ags:iaae15:212769. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/iaaeeea.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.