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Technical efficiency of small scale farmers: An application of the stochastic frontier production function to rural and urban farmers in Ondo State, Nigeria

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  • Igbekele Ajibefun
  • Adebiyi Daramola
  • Abiodun Falusi

Abstract

The main objective of this study was to estimate empirically the technical efficiency of rural and urban small-scale farmers in Ondo State, Nigeria, using the stochastic frontier production function. With the rapid urbanization being currently experienced in Nigeria, the socio-economic and the farming environment in both the rural and urban centres are undergoing transformation. This study involved collection and analysis of data on 200 food crop farmers from rural and urban centres in Ondo state of Nigeria. The results of analysis show that there are wide differences in the socio-economic and production inputs of the farmers from rural and urban centres. While farmers from rural centres have relatively larger farms, the urban farmers have better access to production inputs, especially, fertilizer. However, rural farmers, with a mean technical efficiency of 0.66 are found to be more technically efficient than urban farmers, who have a mean technical efficiency of 0.57. There is a wide confidence interval around the point estimates of the technical efficiency scores. Level of education, farming experience and land are found to have negative effects on technical inefficiency of both rural and urban farms. The marginal effect of inefficiency variables is, however, found to be highest for education among both rural and urban farms.

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  • Igbekele Ajibefun & Adebiyi Daramola & Abiodun Falusi, 2006. "Technical efficiency of small scale farmers: An application of the stochastic frontier production function to rural and urban farmers in Ondo State, Nigeria," International Economic Journal, Taylor & Francis Journals, vol. 20(1), pages 87-107.
    • Handle: RePEc:taf:intecj:v:20:y:2006:i:1:p:87-107
    DOI: 10.1080/10168730500515498
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    1. Townsend, R. F. & Kirsten, J. & Vink, N., 1998. "Farm size, productivity and returns to scale in agriculture revisited: a case study of wine producers in South Africa," Agricultural Economics, Blackwell, vol. 19(1-2), pages 175-180, September.
    2. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    3. Almas Heshmati & Yilma Mulugeta, 1996. "Technical efficiency of the Ugandan matoke farms," Applied Economics Letters, Taylor & Francis Journals, vol. 3(7), pages 491-494.
    4. Adesina, Akinwumi A. & Djato, Kouakou K., 1997. "Relative efficiency of women as farm managers: Profit function analysis in Cote d'Ivoire," Agricultural Economics, Blackwell, vol. 16(1), pages 47-53, March.
    5. Mochebelele, Motsamai T. & Winter-Nelson, Alex, 2000. "Migrant Labor and Farm Technical Efficiency in Lesotho," World Development, Elsevier, vol. 28(1), pages 143-153, January.
    6. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    7. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    8. Igbekele Ajibefun & Abdullahi Abdulkadri, 1999. "An investigation of technical inefficiency of production of farmers under the National Directorate of Employment in Ondo State, Nigeria," Applied Economics Letters, Taylor & Francis Journals, vol. 6(2), pages 111-114.
    9. Paul Amaza & J. K. Olayemi, 2002. "Analysis of technical inefficiency in food crop production in Gombe State, Nigeria," Applied Economics Letters, Taylor & Francis Journals, vol. 9(1), pages 51-54.
    10. Stevenson, Rodney E., 1980. "Likelihood functions for generalized stochastic frontier estimation," Journal of Econometrics, Elsevier, vol. 13(1), pages 57-66, May.
    11. Greene, William H., 1990. "A Gamma-distributed stochastic frontier model," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 141-163.
    12. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    13. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    7. Taraka, Kallika & Latif, Ismail Abd. & Shamsudin, Mad Nasir & Sidique, Shaufique bin Ahmad, 2012. "Estimation of Technical Efficiency for Rice Farms in Central Thailand Using Stochastic Frontier Approach," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 9(2), pages 1-11, December.
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