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2020 | 11 | 1 | 59-93

Article title

ES-QUAL model and customer satisfaction in online banking: evidence from multivariate analysis techniques

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Abstracts

EN
Research background: The commercial banks are adopting online services for their transactions to stay competitive and fulfill the customers' needs. There is a dire need to satisfy online customers in a competitive environment. Thus, this paper employed the ES-QUAL model and two mediating variables and outlined the recommendations to the management of the online banking industry to develop effective strategies. Purpose of the article: The undertaken research aimed to examine the electronic banking service quality and customer satisfaction. For this purpose, we employed the ES-QUAL model and examined the direct impact of ES-QUAL dimensions and customer's satisfaction. The secondary task of this paper is to investigate the mediation effect of customer's trust and the perceived value in an association between the ES-QUAL model and customer satisfaction. Finally, we examine and check whether customer satisfaction translates into the business performance of commercial banks or not. Methods: To achieve the overall goal of this research, SEM-based multivariate approach has been used, including confirmatory factor analysis, exploratory factor analysis, and multiple approaches (normal theory, and bootstrapping) to examine the moderation between the exogenous and endogenous variables. For the validation of hypotheses and results, a financial analysis has been performed simultaneously with the primary analysis. The research is done for a sample of 910 respondents of the account holders of five top commercial banks of Pakistan. Findings & Value added: The outcomes of the direct investigation revealed an affirmative, and potent impact of ES-QUAL dimensions on customer's satisfaction. The outcomes of the indirect relationship exhibited that the perceived value and trust mediate ES-QUAL dimensions and customer satisfaction. The secondary data of selected five commercial banks and ratios analysis validated the results of the ES-QUAL model, and it is concluded that the results are linear with the outcomes of customers' satisfaction of primary analysis.

Year

Volume

11

Issue

1

Pages

59-93

Physical description

Dates

published
2020

Contributors

  • Indus University
  • Vilnius University
  • Vilnius Gediminas Technical University
  • Lithuanian Institute of Agrarian Economics, University of Economics and Human Science in Warsaw
  • Vytautas Magnus University

References

  • Ahmad, A. E. M. K., & Al-Zubi, H. A. (2011). E-banking functionality and outcomes of customer satisfaction: an empirical investigation. International Journal of Market Studies, 3(1). doi: 10.5539/ijms.v3n1p50.
  • Ahmed, R. R, Salman, F., Malik, S. A., Štreimikienė, D., Soomro, R. H., & Pahi, M. H. (2020). Smartphone use and academic performance of university students: a mediation and moderation analysis. Sustainability, 12(1). doi: 10.3390/su12010439.
  • Ahmed, R. R., Vveinhardt, J., Štreimikienė, D., Ashraf, M., & Channar, Z. A. (2017). Modified SERVQUAL model and effects of customer attitude and technology on customer satisfaction in banking industry: mediation, moderation and conditional process analysis. Journal of Business Economics and Management, 18(5). doi: 10.3846/16111699.2017.1368034.
  • Al-Hawari, M., & Ward, T. (2006). The effect of automated service quality on Australian banks' financial performance and the mediating role of customer satisfaction. Marketing Intelligence & Planning, 24(2). doi: 10.1108/0263450061 0653991.
  • Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: a review and recommended two-step approach. Psychological Bulletin, 103(3). doi: 10.1037//0033-2909.103.3.411.
  • Ba, S. (2001). Establishing online trust through a community responsibility system. Decision Support System, 31(3). doi: 10.1016/s0167-9236(00)00144-5.
  • Balakrishnan, N., Barmalzan, G., & Haidari, A. (2016). Multivariate stochastic comparisons of multivariate mixture models and their applications. Journal of Multivariate Analysis, 145. doi: 10.1016/j.jmva.2015.11.013.
  • Bauer, H. H., Hammerschmidt, M., & Falk, T. (2005). Measuring the quality of e-banking portals. International Journal of Bank Marketing, 23(2). doi: 10.1108/02652320510584395.
  • Birgelen, M., Wetzels, M., & de Ruyter, K. (1997). Commitment in service relationships: an empirical test of its antecedents and consequences. In The EMAC Conference Proceedings May 20-23. University of Warwick.
  • Boddewyn, J. J., & Iyer, G. R. (1999). International business research: beyond Deja Vu? Management International Review, 39(2). doi: 10.1007/978-3-322-90991-6_9.
  • Bollen, K. A. (1989), Structural equations with latent variables. New York: John Wiley & Sons, Inc. doi: 10.1002/9781118619179.
  • Burt, R. S. (1976). Interpreting confounding of unobserved variables in structural equations models. Sociological Methods & Research. 5(1). doi: 10.1177/00491 2417600500101.
  • Byrne, B. M. (2009). Structural Equation Modeling with AMOS, basic concepts, application and programming. New Jersey: La Erlbaum Associates. doi: 10.4324/9780203805534.
  • Caruana, A. (2002). Service loyalty - the effects of service quality and mediating role of customer satisfaction. European Journal of Marketing, 36(7/8). doi: 10.1108/03090560210430818.
  • Chang, H. H., Wang, Y. H., & Yang, W. Y. (2009). The impact of e-service quality, customer satisfaction and loyalty on e-marketing: moderating effect of perceived value. Total Quality Management & Business Excellence, 20(4). doi: 10.1080/14783360902781923.
  • Chen, P. Y., & Hitt, L. M. (2002). Measuring switching costs and their determinants in internet enabled businesses: a study of the online brokerage industry. Information Systems Research, 13(3). doi: 10.1287/isre.13.3.255.78.
  • Cronin, J. J., & Taylor, S. A. (1992). Measuring service quality: a re-examination and extensions. Journal of Marketing, 56(3). doi: 10.2307/1252296.
  • Devaraj, S., Fan, M., & Kohli, R. (2002). Antecedents of B2C channel satisfaction and preference: validating ecommerce metrics. Information System Research, 13(3). doi: 10.1287/isre.13.3.316.77.
  • Dimitriadis, S., Kouremenos, A., & Kyrezis, N. (2011). Trust-based segmentation: preliminary evidence from technology-enabled bank channels. International Journal of Bank Marketing, 29(1). doi: 10.1108/02652321111101356.
  • Dodds, W. B., & Monroe, K. B. (1985). The effect of brand and price information on subjective product evaluations. Advances in Consumer Research, 12(1).
  • Evanschitzky, H., Iyer, G. R., Hesse, J., & Ahlert, D. (2004). E-satisfaction: a re-examination. Journal of Retailing, 80(3). doi: 10.1016/j.jretai.2004.08.002.
  • Fisk, R. P., Brown, S. W., & Bitner, M. J. (1993). Tracking the evolution of the services marketing literature. Journal of Retailing, 69(1). doi: 10.1016/s0022-4359(05)80004-1.
  • Fornell, C., & Larcker, D. F (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1). doi: 10.1177/002224378101800104.
  • Gardener, E., Howcroft, B., & Williams, J. (1999). The new retail banking revolution. Services Industries Journal, 19(2). doi: 10.1080/02642069900000020.
  • Godwin, J. U., Kallol, K. B., & Peeter, J. K. (2010). An assessment of customers’ e-service quality perception, satisfaction and intention. International Journal of Information Management, 30(6). doi: 10.1016/j.ijinfomgt.2010.03.005.
  • Grönroos, C. (1984). A service quality model and its market implications. European Journal of Marketing, 18(4). doi: 10.1108/eum0000000004784.
  • Grönroos, C. (1998). Marketing services: the case of a missing product. Journal of Business & Industrial Marketing, 13(4/5). doi: 10.1108/08858629810226645.
  • Grönroos, C. (2001). Service management and marketing: a customer relationship marketing approach. Wiley: New York, NY.
  • Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. New York: Guilford Press.
  • Hsieh, Y. C., & Hiang, S. T. (2004). A study of the impacts of service quality on relationship quality in search-experience-credence services. Total Quality Management, 15(1). doi: 10.1080/1478336032000149090.
  • Huang, J. H., Lee, B. C. Y., & Ho, S. H. (2004). Consumer attitude toward grey market goods. International Marketing Review, 21(6). doi: 10.1108/02651330 410568033.
  • Hussain, S., Qazi, S., Ahmed, R. R., Vveinhardt, J., & Štreimikienė D. (2019). Innovative user engagement and playfulness on adoption intentions of technological products: evidence from SEM-based multivariate approach. Economic Research-Ekonomska Istraživanja, 32(1). doi: 10.1080/1331677X.2018.155 8086.
  • Ibrahim, E. E., Joseph, M., & Ibeh, K. I. N. (2006). Customers' perception of electronic service delivery in the UK retail banking sector. International Journal of Bank Marketing, 24(7). doi: 10.1108/02652320610712094.
  • Jayawardhena, C. (2004). Personal values’ influence on e-shopping attitude and behaviour. Internet Research, 14(2). doi: 10.1108/10662240410530844.
  • Jun, M., & Cai, S. (2001). The key determinants of Internet banking service quality: a content analysis. International Journal of Bank Marketing, 19(7). doi: 10.1108/02652320110409825.
  • Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1). doi: 10.1007/bf02291575.
  • Kassim, N., & Abdullah, N. A. (2010). The effect of perceived service quality dimensions on customer satisfaction, trust, and loyalty in e-commerce settings: a cross-cultural analysis. Asia Pacific Journal of Marketing and Logistics, 22(3).
  • Kenova, V., & Jonasson, P. (2006). Quality online banking services. Technical Report. Jonkoping International Business School.
  • Khalifa, M., & Liu, V. (2002). Satisfaction with Internet-based services: the role of expectations and desires. International Journal of Electronic Commerce, 7(2). doi: 10.1080/10864415.2002.11044267.
  • Khan, M. S., Mahapatra, S. S., & Sreekumar. (2009). Service quality evaluation in Internet banking: an empirical study in India. International Journal of Indian Culture and Business Management, 2(1). doi: 10.1504/ijicbm.2009.021596.
  • Kline, T. J. B., Sulsky, L. M., & Rever-Moriyama, S. D. (2000). Common method variance and specification errors: a practical approach to detection. Journal of Psychology, 134(4). doi: 10.1080/00223980009598225.
  • Lee, H., Choi, S. Y., & Kang, Y. S. (2009). Formation of e-satisfaction and repurchase intention: moderating roles of computer self-efficacy and computer anxiety. Expert Systems with Applications, 36(4). doi: 10.1016/j.eswa.2008.11.005.
  • Leech, N. L., Barrett, K. C., & Morgan, G. A. (2011). SPSS for intermediate statistics: use and interpretation. Lawrence Erlbaum Association Inc. doi: 10.4324 /9780203821848.
  • Leverin, A., & Liljander, V. (2006). Does relationship marketing improve customer relationship satisfaction and loyalty? International Journal of Bank Marketing, 24(4). doi: 10.1108/02652320610671333.
  • Lin, C. C. (2003). A critical appraisal of customer satisfaction and ecommerce. Managerial Auditing Journal, 18(3). doi: 10.1108/0268690031046 9952.
  • MacCallum, R. C., Widaman, K., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4(1). doi: 10.1037/1082-989X.4.1.84.
  • Mahajan, V., Srinivasan, R., & Wind, J. (2002). The Dot.Com retail failures of 2000: were there any winners? Journal of the Academy of Marketing Science, 30(4). doi: 10.1177/009207002236919.
  • Malhotra, P., & Singh, B. (2004). Status of Internet banking in India. Management Accountant, 39(11).
  • Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational trust. Academy of Management Review, 20(3). doi: 10.5465/amr. 1995.9508080335.
  • Methlie, L., & Nysveen, H. (1999). Loyalty of on-line bank customers. Journal of Information technology, 14(4). doi: 10.1080/026839699344485.
  • Meyers, L. S., Gamst, G., & Guarino, A. (2006). Applied multivariate research: design and interpretation. London: Sage Publications, Inc.
  • Mishra, A. A. (2016). The role of customer gratitude in relationship marketing: moderation and model validation. Journal of Strategic Marketing, 24(6). doi: 10.1080/0965254x.2016.1148762.
  • Morgan, R. M., & Hunt, S. D. (1994). The commitments trust theory of relationship marketing. Journal of Marketing, 58(3). doi: 10.2307/1252308.
  • Noel, Y. M., & Siu, J. C. W. (2005). Measuring service quality in Internet banking: the case of Hong Kong. Journal of International Consumer Marketing, 17(4). doi: 10.1300/j046v17n04_06.
  • Palvia, P. (2009). The role of trust in e-commerce relational exchange: a unified model. Information & Management, 46(4). doi: 10.1016/j.im.2009.02.003.
  • Parasuraman, A., & Zeithaml, V. A. (2002). Measuring and improving service quality: a literature review and research agenda. In B. Weitz (Ed.). Handbook of marketing. Thousand Oaks, CA: Sage.
  • Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4). doi: 10.1177/002224298504900403.
  • Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: a multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1).
  • Parasuraman, A., Zeithaml, V. A., & Malhotra, A. (2005). E-S-QUAL: a multiple-item scale for assessing electronic service quality. Journal of Service Research, 7(3). doi: 10.1177/1094670504271156.
  • Patterson, P. G., & Spreng, R. A. (1997). Modeling the relationship between perceived value, satisfaction and repurchase intentions in a business-to-business, services context: an empirical examination. International Journal of service Industry management, 8(5). doi: 10.1108/09564239710189835.
  • Polatoglu, V. N., & Ekin, S. (2001). An empirical investigation of the Turkish consumers' acceptance of Internet banking services. International Journal of Bank Marketing, 19(4). doi: 10.1108/02652320110392527.
  • Ribbink, D., van Riel, A. C. R, Liljander V., & Streukens, S. (2004). Comfort your online customer: quality, trust and loyalty on the Internet. Managing Service Quality, 14(6). doi: 10.1108/09604520410569784.
  • Rodgers, W., Negash, S., & Suk, K. (2005). The moderating effect of on-line experience on the antecedents and consequences of on-line satisfaction. Psychology & Marketing, 22(4). doi: 10.1002/mar.20061.
  • Rutherford, G. S. W., Hair, J. F., Anderson, R. E., & Tatham, R. L. (1988). Multivariate data analysis. Statistician, 37(4/5). doi: 10.2307/2348783.
  • Ryu, E. (2014). Model fit evaluation in multilevel structural equation models, Journal Frontiers in Psychology, 5. doi: 10.3389/fpsyg.2014.00081.
  • Santos, J. (2003). E-service quality: a model of virtual service quality dimensions. Managing Service Quality. 13(3). doi: 10.1108/09604520310476490
  • Schaupp, L., & Bélanger, F. (2005). A conjoint analysis of online consumer satisfaction. Journal of Electronic Consumer Research, 6(2).
  • Shadman, A. (2016). Banking transactions rise by 5% in the Q2 2015-16. Retrieved from https://propakistani.pk/2016/04/26/mobile-banking-transactions-rise-by-5-in-the-q2-2015-16/.
  • Shankar, V., Smith, A. K., & Rangaswamy, A. (2003). Customer satisfaction and loyalty in online and offline environments. International Journal of Research in Marketing, 20(2). doi: 10.1016/s0167-8116(03)00016-8.
  • Siam, A. Z. (2006). Role of the electronic banking services on the profits of Jordanian banks. American Journal of Applied Science, 3(9). doi: 10.3844/ajassp. 2006.1999.2004.
  • Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in Structural Equation Models. Sociological Methodology, 13. doi: 10.2307/270723.
  • Sobel, M. E. (1986). Some new results on indirect effects and their standard errors in covariance structure. Sociological Methodology, 16. doi: 10.2307/270922.
  • Sohail, M. S., & Shaikh, N. M. (2008). Internet banking and quality of service: perspectives from a developing nation in the Middle East. Online Information Review, 32(1). doi: 10.1108/14684520810865985.
  • Sun, Q., Wang, C., & Cao, H. (2009). Applying ES-QUAL scale to analysis the factors affecting consumers to use Internet banking services. In Proceeding IITA international conference on services science, management and engineering (SSME'09), July. IEEE. doi: 10.1109/ssme.2009.41.
  • Sweeney, J. C., & Soutar, G. N. (2001). Consumer perceived value: the development of a multiple item scale. Journal of Retailing, 77(2). doi: 10.1016/s0022-4359(01)00041-0.
  • Szymanski, D. M., & Hise, R. T. (2000). E-satisfaction: an initial examination, Journal of Retailing, 76(3). doi: 10.1016/s0022-4359(00)00035-x.
  • Vinayek, R., & Jindal, P. (2011). An empirical investigation of key antecedents of customer preference of Internet banking in Indian context. Asia Pacific Business Review, 7(3). doi: 10.1177/097324701100700306.
  • Wolfinbarger, M. F., & Gilly, M. C. (2003). ETAILQ: dimensionalizing, measuring, and predicting E-tailing quality, Journal of Retailing, 79(3). doi: 10.1016/s0022-4359(03)00034-4.
  • Wu, Y. L., Chang, M. C. S., Yang, P. C., & Chen, Y. J. (2008). The use of E-SQ to establish the Internet bank service quality table. In Proceeding IEEE international conference on industrial engineering and engineering management. 2008. doi: 10.1109/ieem.2008.4738110.
  • Yen, C. H., & Lu, H. P. (2008). Effects of e-service quality on loyalty intention: an empirical study in online auction. Managing Service Quality, 18(2). doi: 10.1108/09604520810859193.
  • Yousafzai, S., Pallister, J., & Foxall, G. (2009). Multidimensional role of trust in Internet banking adoption. Service Industries Journal, 29(5). doi: 10.1080/ 02642060902719958.
  • Zeithaml, V. A. (2002). Service excellence in electronic channels. Managing Service Quality: An International Journal, 12(3). doi: 10.1108/096045202 10429187.
  • Zeithaml, V. A., Parasuraman, A., & Malhotra, A. (2002). Service quality delivery through web sites: a critical review of extant knowledge. Journal of Academy of Marketing Science, 30(4). doi: 10.1177/009207002236911.

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Publication order reference

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Biblioteka Nauki
19233490

YADDA identifier

bwmeta1.element.ojs-doi-10_24136_oc_2020_003
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