Evaluating retail banking service quality and convenience with MCDA techniques: a case study at the bank branch level

The intangibility of banking services makes the evaluation of service quality and customer convenience difficult to measure. This paper aims to construct an integrated evaluation system for retail banking service quality and convenience at the bank branch level by combining cognitive mapping with measuring attractiveness by a categorical based evaluation technique. We strive to introduce transparency in the decision making process and add to the performance literature in retail banking. Strengths, weaknesses and practical applications of our multiple criteria evaluation system are also discussed.

[1]  Leonardo Ensslin,et al.  Decision Support Systems in action: Integrated application in a multicriteria decision aid process , 1999, Eur. J. Oper. Res..

[2]  Fran Ackermann,et al.  Problem structuring methods 'in the Dock': Arguing the case for Soft OR , 2012, Eur. J. Oper. Res..

[3]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[4]  Jean-Paul Doignon,et al.  Threshold representations of multiple semiorders , 1987 .

[5]  Carlos A. Bana e Costa,et al.  A career choice problem: An example of how to use MACBETH to build a quantitative value model based on qualitative value judgments , 2004, Eur. J. Oper. Res..

[6]  Andy Neely,et al.  Performance measurement system design , 1995 .

[7]  Jayanath Ananda,et al.  A critical review of multi-criteria decision making methods with special reference to forest management and planning , 2009 .

[8]  Thomas L. Albright,et al.  An investigation of the effect of Balanced Scorecard implementation on financial performance , 2004 .

[9]  Z Yang,et al.  Assessing the performance of Canadian bank branches using data envelopment analysis , 2009, J. Oper. Res. Soc..

[10]  David Otley,et al.  Performance Management: A Framework for Management Control Systems Research , 1999 .

[11]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[12]  A. Athanassopoulos Service quality and operating efficiency synergies for management control in the provision of financial services: Evidence from Greek bank branches , 1997 .

[13]  Carlos A. Bana e Costa,et al.  On the mathematical foundations of MACBETH , 2016 .

[14]  Avni Zafer Acar,et al.  The harmonized effects of generic strategies and business capabilities on business performance , 2010 .

[15]  Renata Korsakienė Determining competitive advantage: The analytic hierarchy process , 2004 .

[16]  Colin Eden,et al.  Group Decision and Negotiation in Strategy Making , 2001 .

[17]  Maciek Nowak,et al.  Interactive Multicriteria Decision Aiding Under Risk—Methods and Applications , 2011 .

[18]  Alireza Amirteimoori,et al.  Multi-component performance, progress and regress measurement and shared inputs and outputs in DEA for panel data: an application in commercial bank branches , 2004, Appl. Math. Comput..

[19]  Virgilija Zinkevičiūte Evaluation of business strategic decisions under changing environment conditions , 2007 .

[20]  J. Mingers,et al.  Rational analysis for a problematic world revisited : problem structuring methods for complexity, uncertainty and conflict , 1989 .

[21]  B. Busacca,et al.  Customer satisfaction and dissatisfaction in retail banking: Exploring the asymmetric impact of attribute performances , 2009 .

[22]  Hélcio Vieira Junior Multicriteria approach to data envelopment analysis , 2008 .

[23]  Fran Ackermann,et al.  Mixing OR methods in practice: Past, present and future directions , 2011, Eur. J. Oper. Res..

[24]  S. Urbonavičius,et al.  Evaluation of multiple retailers’ market positions on the basis of image attributes measurement , 2005 .

[25]  F. Ferreira,et al.  New banking trends, MCDA and financial decisions: Insights and a framework for retail banking , 2011 .

[26]  R. Kaplan,et al.  The balanced scorecard--measures that drive performance. , 2015, Harvard business review.

[27]  S. French Value‐focused thinking: A path to creative decision making, Keeney, R. L., Cambridge, MA: Harvard University Press, 1992, ISBN 0‐674‐93197‐1 , 1993 .

[28]  João Carlos Lourenço,et al.  Development of Reusable Bid Evaluation Models for the Portuguese Electric Transmission Company , 2008, Decis. Anal..

[29]  Colin Eden,et al.  Analyzing cognitive maps to help structure issues or problems , 2004, Eur. J. Oper. Res..

[30]  C. Lau,et al.  Financial and nonfinancial performance measures: How do they affect job satisfaction? , 2005 .

[31]  Emmanuel Thanassoulis,et al.  Comparative efficiency analysis of Portuguese bank branches , 2007, Eur. J. Oper. Res..

[32]  J. Pastor,et al.  Target setting: An application to a bank branch network , 1997 .

[33]  Mark Graham Brown,et al.  Keeping Score: Using the Right Metrics to Drive World-Class Performance , 1996 .

[34]  C. Eden,et al.  Strategic management of stakeholders : theory and practice , 2011 .

[35]  Aleda V. Roth,et al.  Market structure, consumer banking, and optimal level of service quality , 2003 .

[36]  Mehmet Baha Karan,et al.  Credit risks and internationalization of SMEs , 2009 .

[37]  R. G. Dyson,et al.  Cost efficiency measurement with price uncertainty: a DEA application to bank branch assessments , 2005, Eur. J. Oper. Res..

[38]  George Halkos,et al.  Efficiency measurement of the Greek commercial banks with the use of financial ratios: a data envelopment analysis approach , 2004 .

[39]  John C.S. Tang,et al.  The evaluation of bank branch performance using data envelopment analysis: A framework , 2002 .

[40]  Martin Weber,et al.  Behavioral influences on weight judgments in multiattribute decision making , 1993 .

[41]  Thierry Post,et al.  A quasi-concave DEA model with an application for bank branch performance evaluation , 2001, Eur. J. Oper. Res..

[42]  Colin Eden,et al.  SODA - The principles , 2001 .

[43]  E. Hippel,et al.  Users as Service Innovators: The Case of Banking Services , 2011 .

[44]  Valentinas Podvezko,et al.  Application of AHP technique , 2009 .

[45]  Fernando A. F. Ferreira,et al.  Adding value to bank branch performance evaluation using cognitive maps and MCDA: a case study , 2011, J. Oper. Res. Soc..

[46]  Desheng Dash Wu,et al.  Using DEA-neural network approach to evaluate branch efficiency of a large Canadian bank , 2006, Expert Syst. Appl..

[47]  C. B. E. Costa,et al.  MACBETH — An Interactive Path Towards the Construction of Cardinal Value Functions , 1994 .

[48]  A. Neely,et al.  A literature review and research agenda , 1995 .

[49]  Umit Bititci,et al.  Quantitative models for performance measurement system , 2000 .

[50]  Joseph C. Paradi,et al.  Commercial branch performance evaluation and results communication in a Canadian bank--a DEA application , 2004, Eur. J. Oper. Res..

[51]  Evangelos Grigoroudis,et al.  Customer satisfaction measurement in the private bank sector , 2001, Eur. J. Oper. Res..

[52]  Carlos A. Bana e Costa,et al.  On the Mathematical Foundation of MACBETH , 2005 .

[53]  Frank Tian Xie,et al.  Antecedents of Customer Loyalty: An Empirical Synthesis and Reexamination , 2012 .

[54]  Kee-hung Lai,et al.  An empirical study of transformational leadership, team performance and service quality in retail banks , 2011 .

[55]  Osman M. Karatepe,et al.  Measuring service quality of banks: Scale development and validation , 2005 .

[56]  Colin Eden,et al.  SODA - journey making and mapping in practice , 2001 .

[57]  Theodor J. Stewart,et al.  Multiple Criteria Decision Analysis , 2001 .