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Technical Efficiency Analysis of Maize Farmers in the Eastern Region of Ghana

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  • John K M
  • Wayo Seini

Abstract

This study assesses the technical efficiency and its determinants of maize farmers in the Eastern Region of Ghana. A multi stage random sampling procedure was employed to select 226 maize farmers from the four main geographical areas of the region for the study. A well-structured questionnaire and field observations were employed to collect relevant information from the respondents. Data collected was analyzed using relevant econometric techniques. The results indicate that elasticities of mean output for agrochemicals, hired labor, other inputs are positive while those of seed, fertilizer and family labor are negative. The computed return to scale on the other hand reveals that, on average, the maize farms exhibit decreasing returns to scale. The joint effect of operational and farm-specific factors influence technical efficiency but individual effects of some variables are not significant. Mean technical efficiency level of the farmers is estimated to be 51%, indicating that the possibility of increasing maize production in the region given the current state of technology and inputs level can be achieved in the short run by increasing the technical efficiency level of the farmers by 49% through the adoption of practices of the best maize farmer. Further, the empirical results from the inefficiency model show that extension visit, FBO membership, frequency of meeting by members of FBOs, formal training in maize farming, cash and in-kind credits are the major determinants of the farmers’ technical efficiency level. Finally, the resource use efficiency results revealed that agro-chemicals and hired labor are under-utilized whereas seed, fertilizer and family labor are over-utilized by maize farmers in the region. These results have implications for management of small and medium scale food crop farms in developing countries.

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  • John K M & Wayo Seini, 2013. "Technical Efficiency Analysis of Maize Farmers in the Eastern Region of Ghana," Journal of Social and Development Sciences, AMH International, vol. 4(2), pages 84-99.
  • Handle: RePEc:rnd:arjsds:v:4:y:2013:i:2:p:84-99
    DOI: 10.22610/jsds.v4i2.739
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    as
    1. Msuya, Elibariki Emmanuel & Hisano, Shuji & Nariu, Tatsuhiko, 2008. "Explaining Productivity Variation among Smallholder Maize Farmers in Tanzania," MPRA Paper 14626, University Library of Munich, Germany.
    2. Ahmed, Mohamed A. M. & Preckel, Paul V. & Ehui, Simeon K., 2006. "Modelling the Impact of Credit on Intensification in Mixed Crop-Livestock Systems: A Case Study from Ethiopia," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25514, International Association of Agricultural Economists.
    3. Lee, Lung-Fei & Tyler, William G., 1978. "The stochastic frontier production function and average efficiency : An empirical analysis," Journal of Econometrics, Elsevier, vol. 7(3), pages 385-389, April.
    4. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    5. Stevenson, Rodney E., 1980. "Likelihood functions for generalized stochastic frontier estimation," Journal of Econometrics, Elsevier, vol. 13(1), pages 57-66, May.
    6. Greene, William H., 1980. "Maximum likelihood estimation of econometric frontier functions," Journal of Econometrics, Elsevier, vol. 13(1), pages 27-56, May.
    7. Tchale, Hardwick & Sauer, Johannes, 2007. "The efficiency of maize farming in Malawi. A bootstrapped translog frontier," Cahiers d'Economie et de Sociologie Rurales (CESR), Institut National de la Recherche Agronomique (INRA), vol. 82.
    8. Coelli, Tim J., 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 1-27, December.
    9. Schmidt, Peter, 1976. "On the Statistical Estimation of Parametric Frontier Production Functions," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 238-239, May.
    10. Hardwick Tchale & Johannes Sauer, 2007. "The efficiency of maize farming in Malawi. A bootstrapped translog frontier," Cahiers d'Economie et Sociologie Rurales, INRA Department of Economics, vol. 82, pages 33-56.
    11. Hardwick Tchale & Johannes Sauer, 2007. "The efficiency of maize farming in Malawi. A bootstrapped translog frontier," Post-Print hal-01201145, HAL.
    12. Page, John M, Jr, 1980. "Technical Efficiency and Economic Performance: Some Evidence from Ghana," Oxford Economic Papers, Oxford University Press, vol. 32(2), pages 319-339, July.
    13. Binam, Joachim Nyemeck & Tonye, Jean & wandji, Njankoua & Nyambi, Gwendoline & Akoa, Mireille, 2004. "Factors affecting the technical efficiency among smallholder farmers in the slash and burn agriculture zone of Cameroon," Food Policy, Elsevier, vol. 29(5), pages 531-545, October.
    14. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    15. Hallam, David & Machado, Fernando, 1996. "Efficiency Analysis with Panel Data: A Study of Portuguese Dairy Farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 23(1), pages 79-93.
    16. 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.
    17. 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.
    18. Richmond, J, 1974. "Estimating the Efficiency of Production," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(2), pages 515-521, June.
    19. Andrew Barnes, 2008. "Technical Efficiency Estimates of Scottish Agriculture: A Note," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(2), pages 370-376, June.
    20. Awudu Abdulai & Hendrik Tietje, 2007. "Estimating technical efficiency under unobserved heterogeneity with stochastic frontier models: application to northern German dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 34(3), pages 393-416, September.
    21. Ramatu M Al-Hassan & John Baptist Jatoe & Awere Ansong Dankyi, 2007. "Productivity Impact of Improved Maize Varieties in the Eastern Region of Ghana," The IUP Journal of Agricultural Economics, IUP Publications, vol. 0(2), pages 7-22, April.
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    Cited by:

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    2. Bempomaa, Beatrice & Acquah, Henry de-Graft, 2014. "Technical Efficiency Analysis of Maize Production: Evidence from Ghana," APSTRACT: Applied Studies in Agribusiness and Commerce, AGRIMBA, vol. 8(2-3), pages 1-7, September.
    3. Nguyen-Anh, Tuan & Hoang-Duc, Chinh & Tiet, Tuyen & Nguyen-Van, Phu & To-The, Nguyen, 2022. "Composite effects of human, natural and social capitals on sustainable food-crop farming in Sub-Saharan Africa," Food Policy, Elsevier, vol. 113(C).
    4. William Adzawla & Hamdiyah Alhassan, 2021. "Effects of climate adaptation on technical efficiency of maize production in Northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-18, December.
    5. Asante, Bright O. & Temoso, Omphile & Addai, Kwabena N. & Villano, Renato A., 2019. "Evaluating productivity gaps in maize production across different agroecological zones in Ghana," Agricultural Systems, Elsevier, vol. 176(C).
    6. Oludele Akinloye Akinboade & Segun Adeyemi Adeyefa, 2018. "An Analysis of Variance of Food Security by its Main Determinants Among the Urban Poor in the City of Tshwane, South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 61-82, May.
    7. Khanal, Uttam & Wilson, Clevo & Rahman, Sanzidur & Lee, Boon & Hoang, Vincent, 2020. "Smallholder farmers’ adaptation to climate change and its potential contribution to UN’s sustainable development goals of zero hunger and no poverty," MPRA Paper 106917, University Library of Munich, Germany, revised 07 Sep 2020.
    8. Kehinde, Ayodeji Damilola, 2021. "Impact of Credit Access and Cooperative Membership on Cocoa Productivity in Southwestern Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315855, International Association of Agricultural Economists.
    9. Windinkonté SEOGO & W. Jean-Pierre SAWADOGO, 2020. "Technical Efficiency Analysis of Millet Production in the Sahel Region of Burkina Faso," Journal of Social and Development Sciences, AMH International, vol. 11(1), pages 10-18.

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