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Mismanagement or mismeasurement? Pitfalls and protocols for DEA studies in the financial services sector

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  • Brown, Rayna

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  • Brown, Rayna, 2006. "Mismanagement or mismeasurement? Pitfalls and protocols for DEA studies in the financial services sector," European Journal of Operational Research, Elsevier, vol. 174(2), pages 1100-1116, October.
  • Handle: RePEc:eee:ejores:v:174:y:2006:i:2:p:1100-1116
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    2. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
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    4. Ralston, Deborah & Wright, April & Garden, Kaylee, 2001. "Can mergers ensure the survival of credit unions in the third millennium?," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2277-2304, December.
    5. Yun Zhang & Robert Bartels, 1998. "The Effect of Sample Size on the Mean Efficiency in DEA with an Application to Electricity Distribution in Australia, Sweden and New Zealand," Journal of Productivity Analysis, Springer, vol. 9(3), pages 187-204, March.
    6. McKillop, D. G. & Glass, J. C. & Ferguson, C., 2002. "Investigating the cost performance of UK credit unions using radial and non-radial efficiency measures," Journal of Banking & Finance, Elsevier, vol. 26(8), pages 1563-1591, August.
    7. Black, Harold & Dugger, Robert H, 1981. "Credit Union Structure, Growth and Regulatory Problems," Journal of Finance, American Finance Association, vol. 36(2), pages 529-538, May.
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    9. W. Cooper & Shanling Li & L. Seiford & Kaoru Tone & R. Thrall & J. Zhu, 2001. "Sensitivity and Stability Analysis in DEA: Some Recent Developments," Journal of Productivity Analysis, Springer, vol. 15(3), pages 217-246, May.
    10. Andrew C. Worthington, 2001. "Efficiency in pre-merger and post-merger non-bank financial institutions," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 22(8), pages 439-452.
    11. Fried, H. O. & Knox Lovell, C. A., 1994. "Enhancing the performance of credit unions: the evolution of a methodology," LIDAM Reprints CORE 1155, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    12. Ana Lozano-Vivas & Jesús Pastor & José Pastor, 2002. "An Efficiency Comparison of European Banking Systems Operating under Different Environmental Conditions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 59-77, July.
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    16. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    17. Andrew C. Worthington, 1999. "Measuring Technical Efficiency in Australian Credit Unions," Manchester School, University of Manchester, vol. 67(2), pages 231-248, March.
    18. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
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    20. Bryan Fitz-Gibbon & Marianne Gizycki, 2001. "A History of Last-resort Lending and Other Support for Troubled Financial Institutions in Australia," RBA Research Discussion Papers rdp2001-07, Reserve Bank of Australia.
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    22. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    23. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
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    25. Cherchye, L. & Post, G.T., 2001. "Methodological Advances in Dea," ERIM Report Series Research in Management ERS-2001-53-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    26. Matthias Staat, 2001. "The Effect of Sample Size on the Mean Efficiency in DEA: Comment," Journal of Productivity Analysis, Springer, vol. 15(2), pages 129-137, March.
    27. Fried, Harold O. & Lovell, C. A. Knox & Yaisawarng, Suthathip, 1999. "The impact of mergers on credit union service provision," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 367-386, February.
    28. Esho, Neil, 2001. "The determinants of cost efficiency in cooperative financial institutions: Australian evidence," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 941-964, May.
    29. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    30. Garden, Kaylee A. & Ralston, Deborah E., 1999. "The x-efficiency and allocative efficiency effects of credit union mergers," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(3), pages 285-301, August.
    31. Rajiv D. Banker & Richard C. Morey, 1986. "The Use of Categorical Variables in Data Envelopment Analysis," Management Science, INFORMS, vol. 32(12), pages 1613-1627, December.
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    Cited by:

    1. Xiang Ji & Jie Wu & Qingyuan Zhu & Jiasen Sun, 2019. "Using a hybrid heterogeneous DEA method to benchmark China’s sustainable urbanization: an empirical study," Annals of Operations Research, Springer, vol. 278(1), pages 281-335, July.
    2. Lynn Mcalevey & Alexander Sibbald & David Tripe, 2010. "New Zealand Credit Union Mergers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 81(3), pages 423-444, September.
    3. Emrouznejad, Ali & De Witte, Kristof, 2010. "COOPER-framework: A unified process for non-parametric projects," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1573-1586, December.
    4. Mansour Zarrin & Jan Schoenfelder & Jens O. Brunner, 2022. "Homogeneity and Best Practice Analyses in Hospital Performance Management: An Analytical Framework," Health Care Management Science, Springer, vol. 25(3), pages 406-425, September.
    5. Bresciani, Stefano & Puertas, Rosa & Ferraris, Alberto & Santoro, Gabriele, 2021. "Innovation, environmental sustainability and economic development: DEA-Bootstrap and multilevel analysis to compare two regions," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    6. Dong-hyun Oh & Hans Loof & Almas Heshmati, 2009. "The Icelandic Economy: A Victim of the Financial Crisis or Simply Inefficient?," TEMEP Discussion Papers 200916, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Sep 2009.
    7. Leonard Rang’ala Lari & Philip Mulama NYangweso & Lucy Jepchoge Rono, 2017. "Determinants of Technical Inefficiency of Saccos in Kenya: A Net Operating Cash Flows Output Slack Analysis," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 4(2), pages 49-60.
    8. Johann Burgstaller, 2020. "Retail‐bank efficiency: Nonstandard goals and environmental determinants," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 91(2), pages 269-301, June.
    9. Klaus S. Friesenbichler & Agnes Kügler, 2017. "Statistical Benchmarking as a Development Tool. An Introduction for Practitioners," WIFO Studies, WIFO, number 59303.
    10. Yiting Xing & Ling Li & Zhuming Bi & Marzena Wilamowska‐Korsak & Li Zhang, 2013. "Operations Research (OR) in Service Industries: A Comprehensive Review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 30(3), pages 300-353, May.
    11. Erjola BARBULLUSHI (SAKTI) & Orfea DHUCI, 2015. "Albanian Banking Efficiency Analysis: A Production Dea Approach - Comparision Of Crs And Vrs Model," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 59-68, December.
    12. Ho, Dong-huyn & Lööf, Hans, 2009. "Creating Innovations, Productivity and Growth - the efficiency of Icelandic firms," Working Paper Series in Economics and Institutions of Innovation 162, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    13. Yamori, Nobuyoshi & Harimaya, Kozo & Tomimura, Kei, 2017. "The efficiency of Japanese financial cooperatives: An application of parametric distance functions," Journal of Economics and Business, Elsevier, vol. 94(C), pages 43-53.
    14. Almudena Martínez-Campillo & Yolanda Fernández-Santos, 2017. "What About the Social Efficiency in Credit Cooperatives? Evidence from Spain (2008–2014)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(2), pages 607-629, March.
    15. Puertas, Rosa & Marti, Luisa & Guaita-Martinez, José M., 2020. "Innovation, lifestyle, policy and socioeconomic factors: An analysis of European quality of life," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    16. Cruz-Cázares, Claudio & Bayona-Sáez, Cristina & García-Marco, Teresa, 2013. "You can’t manage right what you can’t measure well: Technological innovation efficiency," Research Policy, Elsevier, vol. 42(6), pages 1239-1250.
    17. BARBULLUSHI, Erjola, 2022. "Empirical Research On Bank Performance Evaluation Albanian Banking System," Journal of Financial and Monetary Economics, Centre of Financial and Monetary Research "Victor Slavescu", vol. 10(1), pages 99-107, October.
    18. Almudena Martínez-Campillo & Yolanda Fernández-Santos & María Pilar Sierra-Fernández, 2018. "How Well Have Social Economy Financial Institutions Performed During the Crisis Period? Exploring Financial and Social Efficiency in Spanish Credit Unions," Journal of Business Ethics, Springer, vol. 151(2), pages 319-336, August.

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