A measure for the efficiency of water use and its determinants, a case study of small-scale irrigation schemes in North-West Province, South Africa

This paper analyses the efficiency with which water is used in small-scale irrigation schemes in North-West Province in South Africa and studies its determinants. In the study area, small-scale irrigation schemes play an important role in rural development, but the increasing pressure on water resources and the approaching introduction of water charges raise the concern for more efficient water use. With the data envelopment analysis (DEA) techniques used to compute farm-level technical efficiency measures and sub-vector efficiencies for water use, it was shown that under constant returns to scale (CRS) and variable returns to scale (VRS) specification, substantial technical inefficiencies, of 49% and 16%, respectively, exist among farmers. The sub-vector efficiencies for water proved to be even lower, indicating that if farmers became more efficient using the technology currently available, it would be possible to reallocate a fraction of the irrigation water to other water demands without threatening the role of small-scale irrigation. In a second step, Tobit regression techniques were used to examine the relationship between sub-vector efficiency for water and various farm or farmer characteristics. Farm size, landownership, fragmentation, the type of irrigation scheme, crop choice and the irrigation methods applied showed a significant impact on the sub-vector efficiency for water. Such information is valuable for extension services and policy makers since it can help to guide policies towards increased efficiency.

[1]  Marno Verbeek,et al.  A Guide to Modern Econometrics , 2000 .

[2]  Martin Burton,et al.  Benchmarking performance in the irrigation and drainage sector: a tool for change , 2004 .

[3]  Ben White,et al.  Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods , 2000 .

[4]  Manuel Rapún,et al.  Assessing the technical efficiency of horticultural production in Navarra, Spain , 2003 .

[5]  Darryl Holden,et al.  Testing the Normality Assumption in the Tobit Model , 2004 .

[6]  Tahir Rehman,et al.  The extent of resource use inefficiencies in cotton production in Pakistan's Punjab: an application of Data Envelopment Analysis , 2000 .

[7]  Erwin Kalvelagen,et al.  EFFICIENTLY SOLVING DEA MODELS WITH GAMS , 2004 .

[8]  R. López-Luque,et al.  Application of Data Envelopment Analysis to Studies of Irrigation Efficiency in Andalusia , 2004 .

[9]  Boris E. Bravo-Ureta,et al.  Technical efficiency in developing country agriculture: a meta-analysis , 2001 .

[10]  T. Shah,et al.  Institutional alternatives in African smallholder irrigation: Lessons from international experience with irrigation management transfer , 2002 .

[11]  Anthony Turton,et al.  Hydropolitics in the developing world: a southern African perspective , 2002 .

[12]  Elvira Silva,et al.  Non-Parametric Production Analysis of Pesticides Use in the Netherlands , 2004 .

[13]  Sylvain Perret,et al.  WATER POLICIES AND SMALLHOLDING IRRIGATION SCHEMES IN SOUTH AFRICA: A HISTORY AND NEW INSTITUTIONAL CHALLENGES , 2002 .

[14]  Ragan Petrie,et al.  Farm Household Production Efficiency: Evidence from the Gambia , 2005 .

[15]  A P Barnes,et al.  Does multi-functionality affect technical efficiency? A non-parametric analysis of the Scottish dairy industry. , 2006, Journal of environmental management.

[16]  William H. Greene,et al.  LIMDEP version 8.0 : econometric modeling guide , 2002 .

[17]  C. Abay,et al.  An Analysis of Input Use Efficiency in Tobacco Production with Respect to Sustainability: The Case Study of Turkey , 2004 .

[18]  Kyösti Pietola,et al.  Effciency and productivity of conventional and organic farms in Finland 1994--1997 , 2002 .

[19]  Hector Malano,et al.  Benchmarking productive efficiency of selected wheat areas in Pakistan and India using data envelopment analysis , 2006 .

[20]  Timothy Coelli,et al.  An Introduction to Efficiency and Productivity Analysis , 1997 .

[21]  Iain Fraser,et al.  An application of data envelopment analysis to irrigated dairy farms in Northern Victoria, Australia , 1999 .

[22]  S. Perret,et al.  A simulation-based approach to assess the economic viability of smallholding irrigation schemes in South Africa: Conceptualisation and first implementation , 2002 .

[23]  A. Alene,et al.  The production efficiency of intercropping annual and perennial crops in southern Ethiopia: A comparison of distance functions and production frontiers , 2006 .

[24]  J. Haji Production Efficiency of Smallholders' Vegetable-Dominated Mixed Farming System in Eastern Ethiopia: A Non-Parametric Approach , 2007 .

[25]  Erik Lichtenberg,et al.  Using dominance in forming bounds on DEA models: The case of experimental agricultural data , 1998 .

[26]  Colin Thirtle,et al.  Technical, Allocative, Cost and Scale Efficiencies in Bangladesh Rice Cultivation: A Non-parametric Approach , 2002 .

[27]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[28]  M. Zeller,et al.  Technology adoption and farmer efficiency in multiple crops production in eastern Ethiopia: A comparison of parametric and non-parametric distance functions , 2005 .

[29]  E. Camacho Poyato,et al.  Applying benchmarking and data envelopment analysis (DEA) techniques to irrigation districts in Spain , 2004 .

[30]  K. Srinivasa Raju,et al.  Ranking Irrigation Planning Alternatives Using Data Envelopment Analysis , 2006 .

[31]  Andrés J. Picazo-Tadeo,et al.  Analysing farming systems with Data Envelopment Analysis: citrus farming in Spain , 2004 .

[32]  J. Binam,et al.  Factors affecting the technical efficiency among smallholder farmers in the slash and burn agriculture zone of Cameroon , 2004 .

[33]  Peter L. Nuthall,et al.  Measuring the Economic Inefficiency of Nepalese Rice Farms Using Data Envelopment Analysis , 2004 .

[34]  J. Binam,et al.  Factors Affecting Technical Efficiency among Coffee Farmers in Côte d’Ivoire: Evidence from the Centre West Region , 2003 .

[35]  D. Solís,et al.  Technical efficiency in farming: a meta-regression analysis , 2007 .

[36]  Elvira Silva,et al.  CO2 and Energy Efficiency of Different Heating Technologies in the Dutch Glasshouse Industry , 2003 .