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Measuring dot com efficiency using a combined DEA and GRA approach

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  • C-T Bruce Ho

    (National Chung Hsing University)

Abstract

This paper adopts two mathematical approaches, data envelopment analysis (DEA) and grey relation analysis (GRA) to measure DEA efficiency using the sample of 69 listed US internet companies. A total of 40 indicators were initially selected for the efficiency evaluation, with 21 related to DEA-input indicators and 19 to DEA-output indicators. Eight representative indicators selected using GRA are subsequently used as the input and output indicators in the DEA analysis. The empirical result also shows that 10 out of 69 dot com firms are CCR-efficient in DEA Efficiency.

Suggested Citation

  • C-T Bruce Ho, 2011. "Measuring dot com efficiency using a combined DEA and GRA approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(4), pages 776-783, April.
    • Handle: RePEc:pal:jorsoc:v:62:y:2011:i:4:d:10.1057_jors.2010.3
    DOI: 10.1057/jors.2010.3
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    References listed on IDEAS

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    1. Yao Chen & Joe Zhu, 2003. "DEA Models for Identifying Critical Performance Measures," Annals of Operations Research, Springer, vol. 124(1), pages 225-244, November.
    2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    3. Luo, Xueming, 2003. "Evaluating the profitability and marketability efficiency of large banks: An application of data envelopment analysis," Journal of Business Research, Elsevier, vol. 56(8), pages 627-635, August.
    4. Zhu, Joe, 2000. "Multi-factor performance measure model with an application to Fortune 500 companies," European Journal of Operational Research, Elsevier, vol. 123(1), pages 105-124, May.
    5. Souitaris, Vangelis & Cohen, Marcel, 2003. "Internet-Business or Just Business?: Impact of 'Internet-Specific' Strategies on Venture Performance," European Management Journal, Elsevier, vol. 21(4), pages 421-437, August.
    6. Lawrence M. Seiford & Joe Zhu, 1999. "Profitability and Marketability of the Top 55 U.S. Commercial Banks," Management Science, INFORMS, vol. 45(9), pages 1270-1288, September.
    7. Paradi, Joseph C. & Schaffnit, Claire, 2004. "Commercial branch performance evaluation and results communication in a Canadian bank--a DEA application," European Journal of Operational Research, Elsevier, vol. 156(3), pages 719-735, August.
    8. Barua, Anitesh & Brockett, P. L. & Cooper, W. W. & Deng, Honghui & Parker, Barnett R. & Ruefli, T. W. & Whinston, A., 2004. "DEA evaluations of long- and short-run efficiencies of digital vs. physical product "dot com" companies," Socio-Economic Planning Sciences, Elsevier, vol. 38(4), pages 233-253, December.
    9. Aurore J. Kamssu & Brian J. Reithel & Jennifer L. Ziegelmayer, 2003. "Information Technology and Financial Performance: The Impact of being an Internet-Dependent Firm on Stock Returns," Information Systems Frontiers, Springer, vol. 5(3), pages 279-288, September.
    10. Chien-Ta Ho, 2006. "Measuring bank operations performance: an approach based on Grey Relation Analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(4), pages 337-349, April.
    11. Kotha, Suresh & Rajgopal, Shivaram & Rindova, Violina, 2001. "Reputation Building and Performance: An Empirical Analysis of the Top-50 Pure Internet Firms," European Management Journal, Elsevier, vol. 19(6), pages 571-586, December.
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    Cited by:

    1. Ioannis E. Tsolas, 2019. "Utility Exchange Traded Fund Performance Evaluation. A Comparative Approach Using Grey Relational Analysis and Data Envelopment Analysis Modelling," IJFS, MDPI, vol. 7(4), pages 1-9, November.

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