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The Integration Of Analytical Hierarchy Process And Data Envelopment Analysis In A Multi-Criteria Decision-Making Problem

Author

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  • NORITA AHMAD

    (Engineering Division, Penn State University, Penn State Great Valley, Malvern, PA 19355, USA)

  • DANIEL BERG

    (Department of Decision Sciences Engineering Systems/Lally School of Management and Technology, Rensselaer Polytechnic Institute, Troy, NY 12180, USA)

  • GENE R. SIMONS

    (Lally School of Management and Technology, Rensselaer Polytechnic Institute, Troy, NY 12180, USA)

Abstract

This research focuses on developing a model that can be used to assess the performance of Small to Medium-Sized Manufacturing Enterprises (SMEs). The model will result from the integration of a decision tool called the Analytical Hierarchy Process (AHP) and a data analysis model called Data Envelopment Analysis (DEA). This research demonstrates that by eliminating flaws and taking advantage of each methodology's specific characteristics in identifying and solving problems, the new integrated AHP/DEA model appears to be a logical and sensible solution in multi-criteria decision-making problem.

Suggested Citation

  • Norita Ahmad & Daniel Berg & Gene R. Simons, 2006. "The Integration Of Analytical Hierarchy Process And Data Envelopment Analysis In A Multi-Criteria Decision-Making Problem," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 263-276.
    • Handle: RePEc:wsi:ijitdm:v:05:y:2006:i:02:n:s0219622006001940
    DOI: 10.1142/S0219622006001940
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    References listed on IDEAS

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    1. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
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    Cited by:

    1. Danilov, Yury A. (Данилов, Юрий) & Dustova, E.A. (Дустова, Е.), 2016. "Monitoring of the Global Competitiveness of the Russian Financial Market and Analysis of Measures for Its Improvement [Мониторинг Глобальной Конкурентоспособности Финансового Рынка Российской Федер," Working Papers 1664, Russian Presidential Academy of National Economy and Public Administration.
    2. Lin, Ming-Ian & Lee, Yuan-Duen & Ho, Tsai-Neng, 2011. "Applying integrated DEA/AHP to evaluate the economic performance of local governments in China," European Journal of Operational Research, Elsevier, vol. 209(2), pages 129-140, March.
    3. Eric Stein & Norita Ahmad, 2009. "Using the Analytical Hierarchy Process (AHP) to Construct a Measure of the Magnitude of Consequences Component of Moral Intensity," Journal of Business Ethics, Springer, vol. 89(3), pages 391-407, October.
    4. Morteza Alaeddini & Masoud Mir-Amini, 2020. "Integrating COBIT with a hybrid group decision-making approach for a business-aligned IT roadmap formulation," Information Technology and Management, Springer, vol. 21(2), pages 63-94, June.

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