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Analysis of technical efficiency of smallholder tomato producers in Asaita district, Afar National Regional State, Ethiopia

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  • Dagmawe Menelek Asfaw

Abstract

The tomato had nutritional, economic and health benefits to the societies, however, its production and productivity were low in developing countries and particularly in Ethiopia. This might be due to technical inefficiency caused by institutional, governmental, and farmers related factors. Therefore this study tried to investigate the factors that affecting technical efficiency and estimating the mean level of technical efficiency of tomato producers in Asaita district, Afar Regional State, Ethiopia. Both primary and secondary data sources were used; the primary data was collected from 267 tomato producers from the study area cross-sectional by using a multistage sampling technique. The single-stage stochastic frontier model and Cobb Douglas production function were applied and statistical significance was declared at 0.05. The maximum likelihood estimates of the stochastic frontier model showed that land, labor, tomato seed, and oxen have a significant effect on tomato output; and education, extension contact, training, and access to credit have a positive and significant effect on technical efficiency, whereas household size, off-farm income, livestock ownership, distance to market, and pesticides have a worthy and significant effect on technical efficiency; and also estimated mean technical efficiency of tomato producer in a study area was 80.9%. In a line with this, the responsible body should prioritize rural infrastructure development in areas such as education, marketplace, and farmer training centers; demonstrate access to credit and extension services; use the recommended amount of pesticides per hectare, and give more intension to mixed farming rather than animal husbandry exclusively.

Suggested Citation

  • Dagmawe Menelek Asfaw, 2021. "Analysis of technical efficiency of smallholder tomato producers in Asaita district, Afar National Regional State, Ethiopia," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-16, September.
  • Handle: RePEc:plo:pone00:0257366
    DOI: 10.1371/journal.pone.0257366
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    1. Ermiyas Mekonnen & Endrias Geta & Belaineh Legesse, 2015. "Production Efficiency of Sesame in Selamago District of South Omo Zone, Southern Ethiopia," Current Research in Agricultural Sciences, Conscientia Beam, vol. 2(1), pages 8-21.
    2. AfDB AfDB, . "Improving Statistics for Food Security, Sustainable Agriculture & Rural Development - An Action Plan for Africa (2011–2015) - Bulletin N°3," Global Strategy Implementation Bulletin, African Development Bank, number 368.
    3. Murthy, D. Sreenivasa & Sudha, M. & Hegde, M.R. & Dakshinamoorthy, V., 2009. "Technical Efficiency and its Determinants in Tomato Production in Karnataka, India: Data Envelopment Analysis (DEA) Approach," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 22(2), July.
    4. Martin Paul Jr. Tabe-Ojong & Ernest L. Molua, 2017. "Technical Efficiency of Smallholder Tomato Production in Semi-Urban Farms in Cameroon: A Stochastic Frontier Production Approach," Journal of Management and Sustainability, Canadian Center of Science and Education, vol. 7(4), pages 27-35, December.
    5. 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.
    6. Ermiyas MEKONNEN & Endrias GETA & Belaineh LEGESSE, 2015. "Production Efficiency of Sesame in Selamago District of South Omo Zone, Southern Ethiopia," Current Research in Agricultural Sciences, Conscientia Beam, vol. 2(1), pages 8-21.
    7. Tadie Mirie Abate & Abebe Birara Dessie & Taye Melese Mekie, 2019. "Technical efficiency of smallholder farmers in red pepper production in North Gondar zone Amhara regional state, Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-18, December.
    8. Ng'ombe, John & Kalinda, Thomson, 2015. "A Stochastic Frontier Analysis of Technical Efficiency of Maize Production Under Minimum Tillage in Zambia," Sustainable Agriculture Research, Canadian Center of Science and Education, vol. 4(2).
    9. 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.
    10. 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.
    11. 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.
    12. Agerie Nega Wassihun & Tigabu Dagnew Koye & Abebe Dagnew Koye, 2019. "Analysis of technical efficiency of potato (Solanum tuberosum L.) production in Chilga District, Amhara National Regional State, Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-18, December.
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    1. Diro, Samuel & Mohammed, Ali & Getahun, Wudineh & Mamo, Tadele, 2024. "Technical Efficiency of Smallholder Wheat Farmers in Ethiopia: A Panel Data Approach," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344277, International Association of Agricultural Economists (IAAE).
    2. Ho Thi Thu Hoa & Nguyen Thi Tuoi & Le Nhu Bich & Tran Thi Minh Phuong & Nguyen Phu Son, 2024. "Analysis of technical efficiency’s lettuce farmers in Dalat City, Vietnam," HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE - ECONOMICS AND BUSINESS ADMINISTRATION, HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE, HO CHI MINH CITY OPEN UNIVERSITY, vol. 14(1), pages 38-49.

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