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Technical efficiency and technology gap ratios among rice farmers in Kenya

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  • Majiwa, E.
  • Mugodo, C.

Abstract

Rice farming remains an important undertaking in Asia and Africa due to its important role in maintaining essential food supply. Rice ranks second to maize in providing more than one-fifth of the calories consumed worldwide. In Kenya, rice is an important food crop and cash crop. A survey of 773 farmers was undertaken in Mwea, West Kano, Ahero and Bunyala rice growing regions to investigate the technical efficiency and technology gap ratios. The meta-frontier estimates indicate that the technical efficiency of Mwea, West Kano, Ahero and Bunyala was 0.556, 0.475, 0.402 and 0.45 respectively. The regional efficiencies indicate that the technical efficiency of Mwea, WestKano, Ahero and Bunyala was 0.557, 0.784, 0.833 and 0.937 respectively. Thus, the technology gap ratio was 0.998, 0.605, 0.482 and 0.48 for Mwea, West Kano, Ahero and Bunyala respectively. The results thus suggest that a narrow gap existed between the region and the meta-frontier results for Mwea, while a wider gap existed for West Kano, Ahero and Bunyala implying that Mwea farmers were more technically efficient than farmers in the other schemes. Using the fractional regression models the determinants of efficiency were found to be age, farmer s gender, humidity, rainfall, temperature and adopting technologies. Acknowledgement :

Suggested Citation

  • Majiwa, E. & Mugodo, C., 2018. "Technical efficiency and technology gap ratios among rice farmers in Kenya," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277209, International Association of Agricultural Economists.
  • Handle: RePEc:ags:iaae18:277209
    DOI: 10.22004/ag.econ.277209
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    1. Esmeralda Ramalho & Joaquim Ramalho & Pedro Henriques, 2010. "Fractional regression models for second stage DEA efficiency analyses," Journal of Productivity Analysis, Springer, vol. 34(3), pages 239-255, December.
    2. Mushtaq, Shahbaz & Maraseni, Tek Narayan & Maroulis, Jerry & Hafeez, Mohsin, 2009. "Energy and water tradeoffs in enhancing food security: A selective international assessment," Energy Policy, Elsevier, vol. 37(9), pages 3635-3644, September.
    3. Sekhon, M.K. & Mahal, Amrit Kaur & Kaur, Manjeet & Sidhu, M.S., 2010. "Technical Efficiency in Crop Production: A Region-wise Analysis," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 23(2), July.
    4. Wolde-Rufael, Yemane, 2005. "Energy demand and economic growth: The African experience," Journal of Policy Modeling, Elsevier, vol. 27(8), pages 891-903, November.
    5. Magdalena Kapelko & Alfons Oude Lansink & Spiro E Stefanou, 2015. "Effect of Food Regulation on the Spanish Food Processing Industry: A Dynamic Productivity Analysis," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-16, June.
    6. Puig-Junoy, Jaume, 2000. "Partitioning input cost efficiency into its allocative and technical components: an empirical DEA application to hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 34(3), pages 199-218, September.
    7. Makiko Nakano & Shunsuke Managi, 2010. "Productivity Analysis With Co2 Emissions In Japan," Pacific Economic Review, Wiley Blackwell, vol. 15(5), pages 708-718, December.
    8. Wen‐Ge Fu & Sizhong Sun & Zhang‐Yue Zhou, 2011. "Technical efficiency of food processing in China: the case of flour and rice processing," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 3(3), pages 321-334, September.
    9. Wadud, Md. Abdul., 2003. "Technical, Allocative, and economic efficiency of farms in Bangladesh: a stochastic frontier and DEA approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 37(1), pages 109-126, September.
    10. Derek C. Jones & Panu Kalmi & Antti Kauhanen, 2010. "Teams, Incentive Pay, and Productive Efficiency: Evidence from a Food-Processing Plant," ILR Review, Cornell University, ILR School, vol. 63(4), pages 606-626, July.
    11. Abbott, Malcolm, 2006. "The productivity and efficiency of the Australian electricity supply industry," Energy Economics, Elsevier, vol. 28(4), pages 444-454, July.
    12. Kiplagat, J.K. & Wang, R.Z. & Li, T.X., 2011. "Renewable energy in Kenya: Resource potential and status of exploitation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2960-2973, August.
    13. Skevas, Theodoros & Lansink, Alfons Oude & Stefanou, Spiro E., 2012. "Measuring technical efficiency in the presence of pesticide spillovers and production uncertainty: The case of Dutch arable farms," European Journal of Operational Research, Elsevier, vol. 223(2), pages 550-559.
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. Jamasb, T. & Pollitt, M., 2000. "Benchmarking and regulation: international electricity experience," Utilities Policy, Elsevier, vol. 9(3), pages 107-130, September.
    16. Ali, Jabir & Singh, Surendra P. & Ekanem, Enefiok P., 2009. "Efficiency and Productivity Changes in the Indian Food Processing Industry: Determinants and Policy Implications," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 12(1), pages 1-24, February.
    17. Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
    18. Gebregziabher, Gebrehaweria & Namara, Regassa E. & Holden, Stein, 2012. "Technical Efficiency of Irrigated and Rain-Fed Smallholder Agriculture in Tigray, Ethiopia: A Comparative Stochastic Frontier Production Function Analysis," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(3), pages 1-24, August.
    19. Iraizoz, Belen & Rapun, Manuel & Zabaleta, Idoia, 2003. "Assessing the technical efficiency of horticultural production in Navarra, Spain," Agricultural Systems, Elsevier, vol. 78(3), pages 387-403, December.
    20. Tao Zhang, 2008. "Environmental performance in China's agricultural sector: a case study in corn production," Applied Economics Letters, Taylor & Francis Journals, vol. 15(8), pages 641-645.
    21. Laure Latruffe & Kelvin Balcombe & Sophia Davidova & Katarzyna Zawalinska, 2004. "Determinants of technical efficiency of crop and livestock farms in Poland," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1255-1263.
    22. Kolawole Ogundari, 2010. "Estimating and analysing cost efficiency of sawmill industries in Nigeria," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 2(4), pages 420-432, November.
    23. Chiu, Ching-Ren & Liou, Je-Liang & Wu, Pei-Ing & Fang, Chen-Ling, 2012. "Decomposition of the environmental inefficiency of the meta-frontier with undesirable output," Energy Economics, Elsevier, vol. 34(5), pages 1392-1399.
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