American Journal of Rural Development
ISSN (Print): 2333-4762 ISSN (Online): 2333-4770 Website: https://www.sciepub.com/journal/ajrd Editor-in-chief: Chi-Ming Lai
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American Journal of Rural Development. 2018, 6(2), 49-58
DOI: 10.12691/ajrd-6-2-4
Open AccessArticle

Farm Level Efficiency of Crop Production in the Central Highlands of Ethiopia

Beneberu Teferra1, 2, , Belaineh Legesse2, Jema Haji2 and Girma T. Kassie3

1Debre Birhan Agricultural Research Center, Debre Birhan, Ethiopia

2School of Agricultural Economics and Agribusiness, Haramaya University, Ethiopia

3ICARDA (International Center for Agricultural Research in the Dry Areas), Addis Ababa, Ethiopia

Pub. Date: September 02, 2018

Cite this paper:
Beneberu Teferra, Belaineh Legesse, Jema Haji and Girma T. Kassie. Farm Level Efficiency of Crop Production in the Central Highlands of Ethiopia. American Journal of Rural Development. 2018; 6(2):49-58. doi: 10.12691/ajrd-6-2-4

Abstract

The gap between demand for and supply of food can be minimized by improving productivity either through introduction of modern technologies, reallocation of resources or improving the efficiency of production. It is however almost impossible to increase production by bringing more land and capital resources as they are very limiting in the rural parts of the developing world. Wheat, faba bean (horse bean) and lentil are the three most important crops in the central highlands of Ethiopia and enhancing the farm level efficiency of their production is a crucial component of the food security strategy of the government. This study aims at analyzing level and determinants of production efficiency of these crops by smallholder farmers in North Shewa zone. The study generated data from 480 randomly selected smallholder farmers in the 2015/16 production season. The study estimated, technical, allocative and economic efficiencies using Data Envelopment Analysis technique. The results showed that mean technical, allocative and economic efficiencies were 77%, 69% and 53%, respectively, indicating a substantial inefficiency in the production of these important crops. Analysis of determinants of efficiency using a double-bounded Tobit model indicates that age, education, off/non-farm income, livestock holding, credit access, extension contacts, market distance, distance to all weather road and average farm plots distance significantly affect efficiency of production. The findings of the study show that the production efficiency of these crops can be significantly improved through increased integration of the crop and livestock subsystems, investment of basic education and infrastructure, and improvement of the agricultural extension system and the rural credit services.

Keywords:
allocative efficiency economic efficiency technical efficiency data envelopment analysis

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References:

[1]  CBE (Commercial Bank of Ethiopia), “Annual Report 2015/16,” National Bank of Ethiopia, Addis Ababa, Ethiopia, 2016.
 
[2]  Conradie, B., Piesse, J., Thirle, C., “District Level Total Factor Productivity in Agriculture: Western Cape Province, South Africa, 1952-2002,” Agricultural Economics, 40(3): 265-280, 2009.
 
[3]  Essa C. Mussa, Gideon A. Obare, Ayalneh Bogale and Franklin P. Simtowe, “Analysis of Resource Use Efficiency in Smallholder Mixed Crop-Livestock Agricultural Systems: Empirical Evidence from the Central Highlands of Ethiopia,” Developing Country Studies, 2(9), 2012.
 
[4]  Admassie A. and Heidhues, F., “Estimation of Technical Efficiency of Smallholder Farmers in Central Highlands of Ethiopia,” Ethiopian Journal of Agricultural Economics, 1(1):19-35, 1996.
 
[5]  Kassie Menale and Holden, S., “Sharecropping Efficiency in Ethiopia: Threats of Eviction and Kinship,” Agricultural Economics, 37:179-188, 2007.
 
[6]  Khairo, S.A., Battese, G.E., “A Study of Technical Inefficiencies of Maize Farmers within and outside the New Agricultural Extension Program in the Harari Region of Ethiopia,” South African Journal of Agricultural Extension, 34(1): 136-150, 2004.
 
[7]  Sisay Debebe, Jema Haji, Degye Goshu and Abdi-Khalil Edriss, “Technical, Allocative, and Economic Efficiency among Smallholder Maize Farmers in Southwestern Ethiopia: Parametric Approach,” Journal of Development and Agricultural Economics, 7(8): 282-291, 2015.
 
[8]  Solomon Bizuayehu, Economic Efficiency of Wheat Seed Production: The Case of Smallholders in Womberma Woreda of West Gojjam Zone. MSc Thesis. Haramaya University, Haramaya, Ethiopia, 2012.
 
[9]  Tesfay, G., Ruben, R., Pender, J. and Kuyvenhoven, A., “Resource Use Efficiency on Own and Sharecropped Plots in Northern Ethiopia: Determinants and Implications for Sustainability,” 2005.
 
[10]  Tolesa Alemu, Bezabih Emana, Jema Haji, and Belaineh Legesse, “Smallholder Wheat Production Efficiency in Selected Agro-Ecological Zones of Ethiopia: A Parametric Approach,” Journal of Economics and Sustainable Development, 5(3): 155-163, 2014.
 
[11]  ANRS BoFED (Amhara National Region State Bureau of Finance and Economic Development), Annual statistical bulletin, Bahir Dar, Ethiopia, 2010.
 
[12]  Kothari, C. R., “Research Methodology: Methods and Techniques,” 2nd Edition. New Age International, New Delhi, India, 2004.
 
[13]  Israel, Glenn D., “Sampling the Evidence of Extension Program Impact. Program Evaluation and Organizational Development,” IFAS, University of Florida, PEOD-5, 1992.
 
[14]  Charnes, A., W. Cooper, and E. Rhodes, “Measuring the Efficiency of Decision Making Units,” European Journal of Operational Research, 2: 429-444, 1978.
 
[15]  Coelli, T.J., Prasada Rao, D.S., O’donnell, C.J., and Battese, G.E., “An Introduction to Efficiency and Productivity Analysis,” Springer Science, + Business Media Inc., 2005.
 
[16]  Coelli, T.J., “A Guide to DEAP version 2.1: A Data Envelopment Analysis (computer) Program,” CEPA working paper No. 8/96. Center for Efficiency and Productivity Analysis, University of New England, 1996.
 
[17]  Farrell, M. J., “The Measurement of Productive Efficiency,” Journal of Royal Statistical Society, 120: 253-290, 1957.
 
[18]  Coelli, T. J, Sandura, R., and Colin, T., “Technical, Allocative, Cost and Scale in Bangladesh Rice Production: A Nonparametric Approach,” Journal of Agricultural Economics, 53: 607-626. 2002.
 
[19]  CSA (Central Statistical Agency), “Agricultural Sample Survey,” Vol 1. Report on Area and Production of Major Crops by Private Peasant Holdings, Meher Season. Statistical Bulletin 578. CSA, Addis Ababa, Ethiopia, 2015.
 
[20]  EDHS (Ethiopia Demographic and Health Survey), “Ethiopia Demographic and Health Survey 2015,” Addis Ababa, Ethiopia, 2016.
 
[21]  Alelign Ademe. Crop Productivity, Efficiency and Commercialization of Smallholder Farmers in the Highlands of Eastern Ethiopia. PhD Dissertation. Haramaya University, Haramaya, Ethiopia, 2016.
 
[22]  Hassen Beshir, Bezabih Emana, Belay Kassa and Jema Haji, “Economic Efficiency of Mixed Crop-Livestock Production System in the Northeastern Highlands of Ethiopia: The Stochastic Frontier Approach,” Journal of Agricultural Economics and Development, 1(1): 10-20. 2012.
 
[23]  Endrias Geta, Belay Kassa, Ayalneh Bogale, Eyasu Elias, “Productivity and Efficiency Analysis of Smallholder Maize Producers in Southern Ethiopia” Journal of Human Ecology, 41(1):67-75, 2010.
 
[24]  Tobin, “Estimation of Relationships for Limited Dependent Variables,” Econometrica, 26: 24-36, 1958.
 
[25]  White H., “A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity,” Econometrica, 48 (4): 817-838, 1980.
 
[26]  Betty, K., Technical Efficiency in Kenyan’s Maize Production: An Application of the Stochastic Frontier Approach. M.Sc. Thesis, Colorado State University, Colorado, 2005.
 
[27]  Jema H. and Hans A., “Determinants of Efficiency of Vegetable Production in Smallholder Farms: The Case of Ethiopia,” Food Economics-Acta Agricult Scand C, 3: 125-137, 2006.
 
[28]  Aye, G.C. and Mungatana, E.D., “Technological Innovation and Efficiency in the Nigerian Maize Sector: Parametric Stochastic and Non-Parametric Distance Function Approaches,” Agrekon: Agricultural Economics Research, 50(4): 1-24, 2011.
 
[29]  Musa Hasen, Economic efficiency of smallholder farmers in maize production: The case of Arsi Negelle District, Oromia National Regional State, Ethiopia. MSc Thesis. Haramaya University, Haramaya, Ethiopia, 2013.
 
[30]  Shumet A. 2011. Analysis of Technical Efficiency of Crop Producing Smallholder Farmers in Tigray, Ethiopia. MPRA Paper No. 40461, 2011. [Online]. Available: http://mpra.ub.uni-uenchen.de/40461/. [Accessed Sept. 16, 2016].
 
[31]  Mekdes Abera, Analysis of Technical Efficiency of Lentil (Lens Culinaris Medikus) Production: The Case of Gimbichu District, Eastern Shewa Zone of Oromia, Ethiopia. MSc Thesis. Haramaya University, Haramaya, Ethiopia, 2011.