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Agricultural Economics Research, Policy and Practice in Southern Africa
Volume 51, 2012 - Issue 2
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Original Articles

Measuring and explaining technical efficiency of dairy farms: a case study of smallholder farms in East Africa

Pages 53-74 | Published online: 28 Jun 2012

References

  • Alexander , C.A. , Busch , G. and Stringer , K. 2003 . Implementing and interpreting a data envelopment analysis model to assess the efficiency of health systems in developing countries . IMA Journal of Management Mathematics , 14 ( 1 ) : 49 – 63 .
  • Baltenweck , I , Gelan , A and Muriithi , B 2009 . Survey methodology and overview of key results for the household surveys . East African Dairy Development (EADD) Project Baseline Survey Report No. 1 . Nairobi : EADD Project .
  • Banker , R.D. , Charnes , A. and Cooper , W.W. 1984 . Some models for estimating technical and scale inefficiencies in data envelopment analysis . Management Science , 30 ( 9 ) : 1078 – 1092 .
  • Charnes , A. , Cooper , W.W. and Rhodes , E. 1978 . Measuring the efficiency of decision-making units . European Journal of Operational Research , 2 ( 6 ) : 429 – 444 .
  • Coelli , T . 1996 . A guide to DEAP Version 2.1: A data envelopment analysis (computer) program. Working Paper 96/08 . Centre for Efficiency and Productivity Analysis (CEPA). Available at: http://www.owlnet.rice.edu/~econ380/DEAP.PDF (accessed 22 September 2011).
  • Coelli , T. and Perelman , S. 1999 . A comparison of parametric and non-parametric distance functions: with application to European railways . European Journal of Operational Research , 117 ( 2 ) : 326 – 339 .
  • Fraser , I. and Cordina , D. 1999 . An application of data envelopment analysis to irrigated dairy farms in Northern Victoria, Australia . Agricultural Systems , 59 : 267 – 282 .
  • Fraser , I. and Hone , P. 2001 . Farm-level efficiency and productivity measurement using panel data: wool production in south-west Victoria . Australian Journal of Agricultural and Resource Economics , 45 : 215 – 232 .
  • Gerber , J. and Franks , J. 2001 . Technical efficiency and benchmarking in dairy enterprises . Journal of Farm Management , 10 ( 12 ) : 715 – 728 .
  • Gitau , G.K. , O'Callaghan , C.J. , McDermott , J.J. , Omore , A.O. , Odima , P.A. , Mulei , C.M. and Kilungo , J.K. 1994 . Description of smallholder dairy farms in Kiambu District, Kenya . Preventive Veterinary Medicine , 21 ( 2 ) : 155 – 166 .
  • Helfand , S.M. and Levine , E.S. 2004 . Farm size and the determinants of productive efficiency in the Brazilian Center-West . Agricultural Economics , 31 : 241 – 249 .
  • Johansson , H 2005 . Technical, allocative, and economic efficiency in Swedish dairy farms: The data envelopment analysis versus the stochastic frontier approach . 11th International Congress of the European Association of Agricultural Economists (EAAE) , Copenhagen , Denmark , 24–27August 2005 .
  • Kalvelagen , E 2004 . Efficiently solving DEA models with GAMS . Available at: http://www.amsterdamoptimization.com/pdf/dea.pdf (accessed 30 May 2010) .
  • Kolawole , O 2009 . A meta-analysis of technical efficiency in Nigerian agriculture . International Association of Agricultural Economists Conference , Beijing , China , 16–22 August 2009. Available at: http://ageconsearch.umn.edu/bitstream/50327/2/238.pdf (accessed 22September 2011) .
  • Kuosmanen , T 2002 . Modeling blank data entries in data envelopment analysis . EconWPA, No. 0210001. Department of Social Sciences, Wageningen University, the Netherlands. Available at: http://129.3.20.41/eps/em/papers/0210/0210001.pdf (accessed 14 September 2011) .
  • O'Donnell , C and Coelli , T 2003 . A Bayesian approach to imposing curvature on distance functions . Working Paper No. 03/2003 . Centre for Efficiency and Productivity Analysis (CEPA) . Available at: http://www.uq.edu.au/economics/cepa/docs/WP/WP032003.pdf (accessed 22 September 2011) .
  • Papke , L.E and Wooldridge , J.M 2005 . Panel data methods for fractional response variables with an application to test pass rates . Department of Economics, Michigan State University . Available at: http://cohesion.rice.edu/Conferences/Econometrics/emplibrary/wooldridge.pdf (accessed 22 September 2011).
  • Ramalho , E.A , Ramalho , J.J.S and Henriques , P.D 2010 . Fractional regression models for second stage DEA efficiency analyses. CEFAGE-UE Working Paper 2010/01 Available at: https://editorialexpress.com/cgi-in/conference/download.cgi?db_name=CEF2010&paper_id=90 (accessed 22 September 2011) .
  • Ramalho , E.A. , Ramalho , J.J.S. and Murteira , J.M.R. 2011 . Alternative estimating and testing empirical strategies for fractional regression model . Journal of Economic Surveys , 25 ( 1 ) : 19 – 68 .
  • Resti , A. 1997 . Evaluating the cost-efficiency of the Italian banking system: what can be learned from the joint application of parametric and non-parametric techniques . Journal of Banking & Finance , 21 ( 2 ) : 221 – 250 .
  • Shmueli , G 2009 . Interpreting log-transformed variables in linear regression . Available at: http://www.bzst.com/2009/09/interpreting-log-transformed-variables.html (accessed 27 May 2010) .
  • Smirlis , Y.G. , Maragos , E.K. and Despotis , D.K. 2006 . Data envelopment analysis with missing values: an interval DEA approach . Applied Mathematics and Computation , 177 ( 1 ) : 1 – 10 .
  • Stokes , J.R. , Tozer , P.R. and Hyde , J. 2007 . Identifying efficient dairy producers using data envelopment analysis . Journal of Dairy Science , 90 ( 5 ) : 2555 – 2562 .
  • Theodoridis , A.M. and Psychoudakis , A. 2008 . Efficiency measurement in Greek dairy farms: stochastic frontier vs. data envelopment analysis . International Journal of Economic Sciences and Applied Research , 1 ( 2 ) : 53 – 66 .
  • Uzmay , A. , Koyubenbe , N. and Armagan , G. 2009 . Measurement of efficiency using data envelopment analysis (DEA) and social factors affecting the technical efficiency in dairy cattle farms within the province of Izmir, Turkey . Journal of Animal and Veterinary Advances , 8 ( 6 ) : 1110 – 1115 .
  • Van Schaik , G. , Perry , B.D. , Mukhebi , A.W. , Gitau , G.K. and Dijkhuizen , A.A. 1996 . An economic study of smallholder dairy farms in Murang'a District, Kenya . Preventive Veterinary Medicine , 29 ( 1 ) : 21 – 36 .
  • Van Wijk , M.T. , Tittonell , P. , Rufino , M.C. , Herrero , M. , Pacini , C. , de Ridder , N. and Giller , K.E. 2009 . Identifying key entry-points for strategic management of smallholder farming systems in sub-Saharan Africa using the dynamic farm-scale simulation model NUANCES- FARMSIM . Agricultural Systems , 102 ( 1–3 ) : 89 – 101 .
  • Vanden Eng , J.L. , Wolkon , A. , Frolov , A.S. , Terlouw , D.J. , James Eliades , M. , Morgah , K. , Takpa , V. , Dare , A. , Sodahlon , Y.K. , Doumanou , Y. , Hawley , W.A. and Hightower , A.W. 2007 . Use of handheld computers with global positioning systems for probability sampling and data entry in household surveys . American Journal of Tropical Medicine and Hygiene , 77 ( 2 ) : 393 – 399 .
  • Vittinghoff , E. , Glidden , D.V. , Shiboski , S.C. and McCulloch , C.E. 2005 . Regression methods in biostatistics: linear, logistic, survival, and repeated measures models , New York : Springer .
  • Womer , N.K , Shroff , H.F.E , Gulledge , T.R and Haynes , K.E 2000 . Measuring efficiency with a linear economic model . Available at: http://hces.bus.olemiss.edu/reports/hces1100.pdf (accessed 14 September 2011) .

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