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Notes: Categorical Outputs in Data Envelopment Analysis

Author

Listed:
  • John J. Rousseau

    (The Magellan Group, 3001 North Lamar Boulevard, Austin, Texas 78705 and Center for Cybernetic Studies, The University of Texas at Austin, Austin, Texas 78712)

  • John H. Semple

    (Automation and Robotics Research Institute, P.O. Box 19045, Arlington, Texas 76109 and Center for Cybernetic Studies, The University of Texas at Austin, Austin, Texas 78712)

Abstract

A new linear programming formulation for handling categorical outputs in DEA is presented which eliminates the difficulties of interpretation and computation that accompanied earlier mixed integer models.

Suggested Citation

  • John J. Rousseau & John H. Semple, 1993. "Notes: Categorical Outputs in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(3), pages 384-386, March.
    • Handle: RePEc:inm:ormnsc:v:39:y:1993:i:3:p:384-386
    DOI: 10.1287/mnsc.39.3.384
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    Citations

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    Cited by:

    1. Finn R. Forsund, 2002. "Categorical Variables in DEA," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 1(1), pages 33-44, April.
    2. Frances Frei & Patrick Harker, 1999. "Projections Onto Efficient Frontiers: Theoretical and Computational Extensions to DEA," Journal of Productivity Analysis, Springer, vol. 11(3), pages 275-300, June.
    3. Kuosmanen, Timo & Matin, Reza Kazemi, 2009. "Theory of integer-valued data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 192(2), pages 658-667, January.
    4. Jie Wu & Zhixiang Zhou & Liang Liang, 2010. "Measuring the Performance of Nations at Beijing Summer Olympics Using Integer-Valued DEA Model," Journal of Sports Economics, , vol. 11(5), pages 549-566, October.
    5. Reuben Elan & Verma Bharat Bhushan & Bhat Ramesh, 2001. "Hospital Efficiency: An Empirical Analysis of District and Grant-in-Aid Hospitals in Gujarat," IIMA Working Papers WP2001-07-05, Indian Institute of Management Ahmedabad, Research and Publication Department.
    6. Wade D. Cook & Joe Zhu, 2008. "CAR-DEA: Context-Dependent Assurance Regions in DEA," Operations Research, INFORMS, vol. 56(1), pages 69-78, February.
    7. Abolghasem, Sepideh & Gómez-Sarmiento, Juliana & Medaglia, Andrés L. & Sarmiento, Olga L. & González, Andrés D. & Díaz del Castillo, Adriana & Rozo-Casas, Juan F. & Jacoby, Enrique, 2018. "A DEA-centric decision support system for evaluating Ciclovía-Recreativa programs in the Americas," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 90-101.
    8. Jie Wu & Zhixiang Zhou, 2015. "A mixed-objective integer DEA model," Annals of Operations Research, Springer, vol. 228(1), pages 81-95, May.
    9. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    10. Youchao Tan & Udaya Shetty & Ali Diabat & T. Pakkala, 2015. "Aggregate directional distance formulation of DEA with integer variables," Annals of Operations Research, Springer, vol. 235(1), pages 741-756, December.
    11. Rust, Roland T. & Metters, Richard, 1996. "Mathematical models of service," European Journal of Operational Research, Elsevier, vol. 91(3), pages 427-439, June.
    12. Harrison, Julie & Rouse, Paul, 2014. "Competition and public high school performance," Socio-Economic Planning Sciences, Elsevier, vol. 48(1), pages 10-19.
    13. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    14. Lothgren, Mickael & Tambour, Magnus, 1999. "Productivity and customer satisfaction in Swedish pharmacies: A DEA network model," European Journal of Operational Research, Elsevier, vol. 115(3), pages 449-458, June.
    15. Dimara, Efthalia & Pantzios, Christos J. & Skuras, Dimitris & Tsekouras, Kostas, 2005. "The impacts of regulated notions of quality on farm efficiency: A DEA application," European Journal of Operational Research, Elsevier, vol. 161(2), pages 416-431, March.
    16. K S Park & K W Lee & M S Park & D Kim, 2009. "Joint use of DEA and constrained canonical correlation analysis for efficiency valuations involving categorical variables," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(12), pages 1775-1785, December.
    17. Semple, John, 1997. "Constrained games for evaluating organizational performance," European Journal of Operational Research, Elsevier, vol. 96(1), pages 103-112, January.
    18. Frances X. Frei & Patrick T. Harker, 1998. "Projections onto Efficient Frontiers: Theoretical and Computational Extensions to DEA," Center for Financial Institutions Working Papers 95-22, Wharton School Center for Financial Institutions, University of Pennsylvania.

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