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Single versus Multiple Objective(s) Decision Making: An Application to Subsistence Farms in Northern Ethiopia

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  • Zenebe Gebreegziabher
  • Kooten, G. Cornelis van

Abstract

Single objective approach is most widely used whereas consideration of multiple objectives is the rule rather than an exception in many real life decision-making circumstances. This paper, therefore, investigates whether or not single and multiple criteria/objective approaches necessarily lead to differing conclusions. The central questions are could the single objective approach be a reasonable approximation for subsistence farm settings or does the multiple objectives approach has anything to add? Does the pattern of resource allocation change when priorities attached to the different objectives/ goals change? The study employs linear and goal programming techniques on a data set from a stratified sample of 200 farm households drawn from Tigrai regional state, Northern Ethiopia, for 2001 and 2002 production years. Findings reveal that the two approaches might not necessarily lead to differing conclusions.

Suggested Citation

  • Zenebe Gebreegziabher & Kooten, G. Cornelis van, . "Single versus Multiple Objective(s) Decision Making: An Application to Subsistence Farms in Northern Ethiopia," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 24(2).
    • Handle: RePEc:ags:eeaeje:259496
    DOI: 10.22004/ag.econ.259496
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    References listed on IDEAS

    as
    1. Emina Krcmar & G. Cornelis van Kooten, 2008. "Economic Development Prospects of Forest-Dependent Communities: Analyzing Trade-offs Using a Compromise-Fuzzy Programming Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 1103-1117.
    2. Mokhtar S. Bazaraa & Aziz Bouzaher, 1981. "A Linear Goal Programming Model for Developing Economies with an Illustration from the Agricultural Sector in Egypt," Management Science, INFORMS, vol. 27(4), pages 396-413, April.
    3. repec:cup:jagaec:v:12:y:1980:i:01:p:199-204_01 is not listed on IDEAS
    4. Basil Manos & Thomas Bournaris & Mohd Kamruzzaman & Moss Begum & Ara Anjuman & Jason Papathanasiou, 2006. "Regional Impact of Irrigation Water Pricing in Greece under Alternative Scenarios of European Policy: A Multicriteria Analysis," Regional Studies, Taylor & Francis Journals, vol. 40(9), pages 1055-1068.
    5. Okoruwa, Victor & Jabbar, M. A. & Akinwumi, J. A., 1996. "Crop-livestock competition in the West African derived savanna: Application of a multi-objective programming model," Agricultural Systems, Elsevier, vol. 52(4), pages 439-453, December.
    6. Hayashi, Kiyotada, 2000. "Multicriteria analysis for agricultural resource management: A critical survey and future perspectives," European Journal of Operational Research, Elsevier, vol. 122(2), pages 486-500, April.
    7. Wilmer M. Harper & Clyde Eastman, 1980. "An Evaluation of Goal Hierarchies for Small Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(4), pages 742-747.
    8. Milgrom, Paul, 1994. "Comparing Optima: Do Simplifying Assumptions Affect Conclusions?," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 607-615, June.
    9. Lee, Donna J. & Tipton, Trace & Leung, PingSun, 1995. "Modelling cropping decisions in a rural developing country: a multiple-objective programming approach," Agricultural Systems, Elsevier, vol. 49(2), pages 101-111.
    10. Smith, Donnie & Capstick, Daniel F., 1976. "Establishing Priorities Among Multiple Management Goals," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 8(2), pages 1-7, December.
    11. Abenet Belete & John L. Dillon & Frank M. Anderson, 1993. "Efficiency of small‐scale farmers in Ethiopia: a case study in the Baso and Warana sub‐district," Agricultural Economics, International Association of Agricultural Economists, vol. 8(3), pages 199-209, March.
    12. D. Latinopoulos, 2008. "Estimating the Potential Impacts of Irrigation Water Pricing Using Multicriteria Decision Making Modelling. An Application to Northern Greece," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 22(12), pages 1761-1782, December.
    13. Kassie, Menale & Jabbar, Mohammad A. & Kassa, Belay & Mohamed Saleem, M A, 1999. "Benefits of Integration of Cereals and Forage Legumes With and Without Crossbred Cows in Mixed Farms: An ex ante Analysis for Highland Ethiopia," Research Reports 183005, International Livestock Research Institute.
    14. Douglas Barnett & Brian Blake & Bruce A. McCarl, 1982. "Goal Programming via Multidimensional Scaling Applied to Senegalese Subsistence Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(4), pages 720-727.
    15. repec:cup:jagaec:v:8:y:1976:i:02:p:37-43_01 is not listed on IDEAS
    16. Heyer, Judith, 1971. "A Linear Programming Analysis of Constraints on Peasant Farms in Kenya," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 10(01), pages 1-14.
    17. Patrick, George F. & Blake, Brian F., 1980. "Measurement And Modeling Of Farmers' Goals: An Evaluation And Suggestions," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 12(01), pages 1-6, July.
    18. Belete, Abenet & Dillon, John L. & Anderson, Frank M., 1993. "Efficiency of small-scale farmers in Ethiopia: a case study in the Baso and Warana sub-district," Agricultural Economics, Blackwell, vol. 8(3), pages 199-209, March.
    19. Romero, Carlos, 2004. "A general structure of achievement function for a goal programming model," European Journal of Operational Research, Elsevier, vol. 153(3), pages 675-686, March.
    20. Rozakis, Stelios & Sintori, Alexandra & Tsiboukas, Konstantinos, 2012. "Estimating utility functions of Greek dairy sheep farmers: A multicriteria mathematical programming approach," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(01), pages 1-10.
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