IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Farmer Participation in Supermarket Channels, Production Technology, and Efficiency: The Case of Vegetables in Kenya

  • Rao, Elizaphan J.O.
  • Brümmer, Bernhard
  • Qaim, Matin
Registered author(s):

    Supermarkets are gaining ground in the agri-food systems of many developing countries. While recent research has analyzed income effects in the small farm sector, impacts on productivity and efficiency have hardly been studied. We use a meta-frontier approach and combine this with propensity score matching to estimate treatment effects among vegetable farmers in Kenya. Participation in supermarket channels increases farm productivity in terms of meta-technology ratios by 45%. We also find positive and significant impacts on technical efficiency and scale efficiency. Supermarket expansion therefore presents opportunities for agricultural growth in the small farm sector, which is crucial for poverty reduction in Africa.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://purl.umn.edu/113508
    Download Restriction: no

    Paper provided by Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development in its series Discussion Papers with number 113508.

    as
    in new window

    Length:
    Date of creation: Aug 2011
    Date of revision:
    Handle: RePEc:ags:gagfdp:113508
    Contact details of provider: Postal: Platz der Göttinger Sieben 5, D-37073 Göttingen
    Web page: http://www.uni-goettingen.de/globalfood

    More information through EDIRC

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as in new window
    1. Peter Schmidt & Antonio Alvarez & Christine Amsler, 2004. "Interpreting and testing the scaling property in models where inefficiency depends on firm characteristics," Econometric Society 2004 Far Eastern Meetings 520, Econometric Society.
    2. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20035, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
    3. Miet Maertens & Johan F.M. Swinnen, 2006. "Trade, Standards, and Poverty: Evidence from Senegal," LICOS Discussion Papers 17706, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    4. Neven, David & Odera, Michael Makokha & Reardon, Thomas & Wang, Honglin, 2009. "Kenyan Supermarkets, Emerging Middle-Class Horticultural Farmers, and Employment Impacts on the Rural Poor," World Development, Elsevier, vol. 37(11), pages 1802-1811, November.
    5. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    6. Reardon, Thomas & Barrett, Christopher B. & Berdegué, Julio A. & Swinnen, Johan F.M., 2009. "Agrifood Industry Transformation and Small Farmers in Developing Countries," World Development, Elsevier, vol. 37(11), pages 1717-1727, November.
    7. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    8. Førsund, Finn R. & Hjalmarsson, Lennart, 1978. "Generalized Farrell Measures of Efficiency: An Application to Milk Processing in Swedish Dairy Plants," Working Paper Series 17, Research Institute of Industrial Economics.
    9. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
    10. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    11. Caudill, Steven B. & Ford, Jon M., 1993. "Biases in frontier estimation due to heteroscedasticity," Economics Letters, Elsevier, vol. 41(1), pages 17-20.
    12. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    13. David Neven & Thomas Reardon, 2004. "The Rise of Kenyan Supermarkets and the Evolution of their Horticulture Product Procurement Systems," Development Policy Review, Overseas Development Institute, vol. 22(6), pages 669-699, November.
    14. Daniel Solís & Boris E. Bravo-Ureta & Ricardo E. Quiroga, 2007. "Soil conservation and technical efficiency among hillside farmers in Central America: a switching regression model ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(4), pages 491-510, December.
    15. Dave D. Weatherspoon & Thomas Reardon, 2003. "The Rise of Supermarkets in Africa: Implications for Agrifood Systems and the Rural Poor," Development Policy Review, Overseas Development Institute, vol. 21, pages 333-355, 05.
    16. Ricardo Hernández & Thomas Reardon & Julio Berdegué, 2007. "Supermarkets, wholesalers, and tomato growers in Guatemala," Agricultural Economics, International Association of Agricultural Economists, vol. 36(3), pages 281-290, 05.
    17. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492 National Bureau of Economic Research, Inc.
    18. Caliendo, Marco & Kopeinig, Sabine, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," IZA Discussion Papers 1588, Institute for the Study of Labor (IZA).
    19. Mergenthaler, Marcus & Weinberger, Katinka & Qaim, Matin, 2009. "The food system transformation in developing countries: A disaggregate demand analysis for fruits and vegetables in Vietnam," Food Policy, Elsevier, vol. 34(5), pages 426-436, October.
    20. Christpher B. Barrett, 1997. "How credible are estimates of peasant allocative scale, or scope efficiency? A commentary," Journal of International Development, John Wiley & Sons, Ltd., vol. 9(2), pages 221-229.
    21. George E. Battese, 1997. "A Note On The Estimation Of Cobb-Douglas Production Functions When Some Explanatory Variables Have Zero Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1-3), pages 250-252.
    22. David Boselie & Spencer Henson & Dave Weatherspoon, 2003. "Supermarket Procurement Practices in Developing Countries: Redefining the Roles of the Public and Private Sectors," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1155-1161.
    23. Hujer, Reinhard & Caliendo, Marco & Thomsen, Stephan L., 2003. "New Evidence on the Effects of Job Creation Schemes in Germany - A Matching Approach with Threefold Heterogeneity," IZA Discussion Papers 750, Institute for the Study of Labor (IZA).
    24. Jayne, Thomas S. & Yamano, Takashi & Weber, Michael T. & Tschirley, David L. & Benfica, Rui M.S. & Chapoto, Antony & Zulu, Ballard & Neven, David, 2002. "Smallholder Income and Land Distribution in Africa: Implications for Poverty Reduction Strategies," Food Security International Development Policy Syntheses 11295, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    25. Michelson, Hope & Reardon, Thomas & Perez, Francisco, 2012. "Small Farmers and Big Retail: Trade-offs of Supplying Supermarkets in Nicaragua," World Development, Elsevier, vol. 40(2), pages 342-354.
    26. Bart Minten & Lalaina Randrianarison & Johan Swinnen, 2007. "Spillovers from high-value agriculture for exports on land use in developing countries: evidence from Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 37(2-3), pages 265-275, 09.
    27. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    28. Wang, Hung-jen & Schmidt, Peter, 2001. "One-step and two-step estimation of the effects of exogenous variables on technical efficiency levels," MPRA Paper 31075, University Library of Munich, Germany, revised Mar 2002.
    29. Foster, William E. & Rausser, Gordon C., 1990. "Farmer behavior under risk of failure," CUDARE Working Paper Series 488R, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
    30. Miet Maertens & Liesbeth Colen & Johan F. M. Swinnen, 2011. "Globalisation and poverty in Senegal: a worst case scenario?," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 38(1), pages 31-54, March.
    31. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
    32. Fernando Balsevich & Julio A. Berdegué & Luis Flores & Denise Mainville & Thomas Reardon, 2003. "Supermarkets and Produce Quality and Safety Standards in Latin America," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1147-1154.
    33. Carlos D. Mayen & Joseph V. Balagtas & Corinne E. Alexander, 2010. "Technology Adoption and Technical Efficiency: Organic and Conventional Dairy Farms in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(1), pages 181-195.
    34. Christin Schipmann & Matin Qaim, 2010. "Spillovers from modern supply chains to traditional markets: product innovation and adoption by smallholders," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3-4), pages 361-371, 05.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:ags:gagfdp:113508. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (AgEcon Search)

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.