IDEAS home Printed from https://ideas.repec.org/a/spr/ssefpa/v11y2019i6d10.1007_s12571-019-00972-5.html
   My bibliography  Save this article

Crop yield gap and yield convergence in African countries

Author

Listed:
  • Xu Tian

    (Nanjing Agricultural University)

  • Xiaohua Yu

    (Renmin University of China
    University of Göttingen)

Abstract

Raising crop yield per unit land area remains a key to eliminating food shortages given limited land resources. However, Africa still falls far behind other continents in crop yield and there is major variation across regions within Africa. This paper analyzed regional yield gaps and yield convergence in Africa for four major crops: maize, millets, sorghum, and cassava. The club convergence test was employed to test whether yields are converging in Africa. Our results found no evidence of population convergence as a whole for any of the crops. However, we found that crop yields are converging into several clubs or groups of countries, implying successful technology diffusion and use within, but not between, specific regions. Furthermore, we predicted the attainable output for the four crops based on club convergence using the highest actual yield in each club as the attainable yield for all countries in the same club, and found that the gap between actual output and attainable output is narrowing gradually. Nevertheless, actual output could still increase by 70% if all countries reached the yield frontier, which we defined as the highest actual yield in each club. We suggest that policies aiming to end hunger in Africa should focus on eliminating barriers to technology diffusion and use of agricultural support mechanisms between countries, particularly those in the same club.

Suggested Citation

  • Xu Tian & Xiaohua Yu, 2019. "Crop yield gap and yield convergence in African countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(6), pages 1305-1319, December.
  • Handle: RePEc:spr:ssefpa:v:11:y:2019:i:6:d:10.1007_s12571-019-00972-5
    DOI: 10.1007/s12571-019-00972-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12571-019-00972-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12571-019-00972-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    2. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    3. Bernard, Andrew B & Jones, Charles I, 1996. "Productivity across Industries and Countries: Time Series Theory and Evidence," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 135-146, February.
    4. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    5. Alexandratos, Nikos & Bruinsma, Jelle, 2012. "World agriculture towards 2030/2050: the 2012 revision," ESA Working Papers 288998, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    6. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    7. Deon Filmer & Louise Fox, 2014. "Youth Employment in Sub-Saharan Africa [L’emploi des jeunes en Afrique subsaharienne - Rapport complet]," World Bank Publications - Books, The World Bank Group, number 16608, December.
    8. LAU, Chi Keung Marco, 2010. "New evidence about regional income divergence in China," China Economic Review, Elsevier, vol. 21(2), pages 293-309, June.
    9. Evans, Paul, 1998. "Using Panel Data to Evaluate Growth Theories," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 295-306, May.
    10. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    11. Bernard, Andrew B & Jones, Charles I, 1996. "Productivity and Convergence across U.S. States and Industries," Empirical Economics, Springer, vol. 21(1), pages 113-135.
    12. Nicholas Apergis & Christina Christou & Stephen Miller, 2012. "Convergence patterns in financial development: evidence from club convergence," Empirical Economics, Springer, vol. 43(3), pages 1011-1040, December.
    13. Neumann, Kathleen & Verburg, Peter H. & Stehfest, Elke & Müller, Christoph, 2010. "The yield gap of global grain production: A spatial analysis," Agricultural Systems, Elsevier, vol. 103(5), pages 316-326, June.
    14. Adjognon, Serge G. & Liverpool-Tasie, Lenis Saweda O. & Reardon, Thomas A., 2017. "Agricultural input credit in Sub-Saharan Africa: Telling myth from facts," Food Policy, Elsevier, vol. 67(C), pages 93-105.
    15. Nin-Pratt, Alejandro & Johnson, Michael & Magalhaes, Eduardo & You, Liangzhi & Diao, Xinshen & Chamberlin, Jordan, 2011. "Yield gaps and potential agricultural growth in West and Central Africa," Research reports alejandronin-pratt, International Food Policy Research Institute (IFPRI).
    16. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    17. Lichtenberg, Frank R, 1994. "Testing the Convergence Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 76(3), pages 576-579, August.
    18. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    19. Tian, Xu & Zhang, Xiaoheng & Zhou, Yingheng & Yu, Xiaohua, 2016. "Regional income inequality in China revisited: A perspective from club convergence," Economic Modelling, Elsevier, vol. 56(C), pages 50-58.
    20. Ralf Becker & Walter Enders & Junsoo Lee, 2006. "A Stationarity Test in the Presence of an Unknown Number of Smooth Breaks," Journal of Time Series Analysis, Wiley Blackwell, vol. 27(3), pages 381-409, May.
    21. Xiaohua Yu & Satoru Shimokawa, 2016. "Nutritional impacts of rising food prices in African countries: a review," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(5), pages 985-997, October.
    22. Tian, Xu & Yu, Xiaohua, 2015. "Using semiparametric models to study nutrition improvement and dietary change with different indices: The case of China," Food Policy, Elsevier, vol. 53(C), pages 67-81.
    23. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    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. Mukhopadhyay, Debabrata, 2021. "Are Crop Yield Gaps Narrowing Across Countries? A Study Based on Exploratory Econometric Analysis," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 9(1), January.
    2. Dimitri Defrance & Benjamin Sultan & Mathieu Castets & Adjoua Moise Famien & Christian Baron, 2020. "Impact of Climate Change in West Africa on Cereal Production Per Capita in 2050," Sustainability, MDPI, vol. 12(18), pages 1-19, September.
    3. Zhiqi Sun & Ruifa Hu & Yu Hong, 2022. "Does yield gap still matter? Evidence from rice production in China," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(3), pages 829-840, June.
    4. Zhilu Sun & Teng Fu, 2022. "The Evolutionary Trends and Convergence of Cereal Yield in Europe and Central Asia," Agriculture, MDPI, vol. 12(7), pages 1-18, July.

    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. Tian, Xu & Zhang, Xiaoheng & Zhou, Yingheng & Yu, Xiaohua, 2016. "Regional income inequality in China revisited: A perspective from club convergence," Economic Modelling, Elsevier, vol. 56(C), pages 50-58.
    2. Sulekha Hembram & Souparna Maji & Sushil Kr. Haldar, 2019. "Club Convergence among the Major Indian States During 1982–2014: Does Investment in Human Capital Matter?," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 20(2), pages 184-204, September.
    3. Sulekha Hembram & Sushil Kr. Haldar, 2019. "Beta, sigma and club convergence: Indian experience from 1980 to 2015," Indian Economic Review, Springer, vol. 54(2), pages 343-366, December.
    4. Charles Shaaba Saba & Nicholas Ngepah & Christian Nsiah, 2020. "Convergence in military expenditure and economic growth in Africa and its regional economic communities: evidence from a club clustering algorithm," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1832344-183, January.
    5. Cavallaro, Eleonora & Villani, Ilaria, 2021. "Real income convergence and the patterns of financial integration in the EU," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    6. Korap, Levent, 2010. "OECD ülkeleri için ekonomik yakınsama öngörüsünün zaman serisi panel birim kök yöntemleri ile sınanması [An essay upon testing economic convergence hypothesis with time series panel unit root metho," MPRA Paper 29644, University Library of Munich, Germany.
    7. Ajit Nag & Jalandhar Pradhan, 2023. "Does club convergence matter? Empirical evidence on inequality in the human development index among Indian states," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    8. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    9. Kinfemichael, Bisrat & Morshed, A.K.M. Mahbub, 2019. "Unconditional convergence of labor productivity in the service sector," Journal of Macroeconomics, Elsevier, vol. 59(C), pages 217-229.
    10. Sakari Lähdemäki, 2017. "Traditional convergence tests with Penn World Table 9.0," Working Papers 309, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    11. Carree, M. A. & Klomp, L. & Thurik, A. R., 2000. "Productivity convergence in OECD manufacturing industries," Economics Letters, Elsevier, vol. 66(3), pages 337-345, March.
    12. Liu, Tie-Ying & Lee, Chien-Chiang, 2020. "Convergence of the world’s energy use," Resource and Energy Economics, Elsevier, vol. 62(C).
    13. Cuihong Ye & Yiguo Chen & Roula Inglesi-Lotz & Tsangyao Chang, 2020. "CO2 emissions converge in China and G7 countries? Further evidence from Fourier quantile unit root test," Energy & Environment, , vol. 31(2), pages 348-363, March.
    14. Lau, Chi Keung & Pal, Shreya & Mahalik, Mantu Kumar & Gozgor, Giray, 2022. "Economic globalization convergence in high and low globalized developing economies: Implications for the post Covid-19 era," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1027-1039.
    15. Li, Xiao-Lin & Tang, D.P. & Chang, Tsangyao, 2014. "CO2 emissions converge in the 50 U.S. states — Sequential panel selection method," Economic Modelling, Elsevier, vol. 40(C), pages 320-333.
    16. Heshmati, Almas, 2004. "Growth, Inequality and Poverty Relationships," IZA Discussion Papers 1338, Institute of Labor Economics (IZA).
    17. Jesús Peiró-Palomino, 2013. "European regional convergence revisited: The role of space and the intangible assets," Working Papers 2013/11, Economics Department, Universitat Jaume I, Castellón (Spain).
    18. Kacou Yves Thierry Kacou, 2022. "Interregional inequality in Africa, convergence, and multiple equilibria: Evidence from nighttime light data," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 918-940, May.
    19. Cassetta, Ernesto & Nava, Consuelo R. & Zoia, Maria Grazia, 2022. "EU electricity market integration and cross-country convergence in residential and industrial end-user prices," Energy Policy, Elsevier, vol. 165(C).
    20. Durmuş Çağrı Yıldırım & Seda Yıldırım & Seyfettin Erdoğan & Işıl Demirtaş & Gualter Couto & Rui Alexandre Castanho, 2021. "Time-Varying Convergences of Environmental Footprint Levels between European Countries," Energies, MDPI, vol. 14(7), pages 1-15, March.

    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:spr:ssefpa:v:11:y:2019:i:6:d:10.1007_s12571-019-00972-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.