Journal of the Korean Operations Research and Management Science Society (한국경영과학회지)

The Korean Operations Research and Management Science Society (한국경영과학회)
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An Empirical Evaluation of Continuous Transaction Intents Using Categorial Regression in the Banking Industry

은행서비스 산업에서 범주형 회귀분석을 이용한 지속적 거래의도 평가

  • Received : 2012.04.12
  • Accepted : 2012.05.16
  • Published : 2012.09.30
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Abstract

The research mainstream has focused on improving the competitiveness throughout the reinforcement of customer satisfaction and loyalty in the banking industry, but there is still a lack of research that reflects characteristics of banking services. From a customer point of view, this study considers a variety of bank characteristics such as levels of interest rate, numbers of transaction banks, monthly average balance, and age. In line with this observation, the main objective of the current research is to investigate the relationship between bank characteristics and ongoing transaction intentions with a particular bank using a categorial regression analysis and in turn, provide insights for managers. First, the findings show that deposit interest rate is insignificant for leading customers to ongoing transaction intentions, but loan interest rate is significant when customers are satisfied with a loan interest rate. Second, if customers only transact their banking services with a particular bank, they are more likely to deal with the bank, rather than customers who transact additional one or two banks. Third, in the case of monthly average balance, customers who have more than \100 million wons per month are likely to switch other competitors. Finally, old customers are more stable than young customers when they consider to switch the relationship with a bank. The author provides insights for bank managers and discusses research limitations and further directions of the study.

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References

  1. 김희웅, 곽기영, "CRM 시스템 구현 성공 메커니즘에 관한 탐색적 연구", 경영과학회지, 제29권, 제1호(2004), pp.1-16.
  2. 이학식, 김장현, 김형식, "공평성 지각이 소비자 감정과 만족에 미치는 영향", 마케팅연구, 제24권, 제2호(2009), pp.21-49.
  3. 정경수, 이원빈, 노미진, "모바일 러닝의 특성이 만족과 충성도에 미치는 영향：성별에 따른 분석", 정보시스템연구, 제19권, 제3호(2010), pp. 75-103.
  4. 하홍열, 최창복, "은행서비스에서 고객지향성, 금리민감도, 고객민감도, 고객애호도의 구조에 관한 연구：예금이자율과 대출이자율의 조절 효과", 한국마케팅저널, 제12권, 제3호(2010), pp.43-62.
  5. Anderson, E.W. and V. Mittal, "Strengthening the satisfaction-profit chain," Journal of Service Research, Vol.3, No.2(2000), pp.107-120. https://doi.org/10.1177/109467050032001
  6. Ariely, D. and Z. Carmon, "Summary assessment of experiences：the whole is different from the sum of its parts," in Time and Decision：Economic and Psychological Perspectives on Intertemporal Choice, Loewenstein, G. Read, D. and Baumeister, R. (eds), Russel Sage Foundation Press：New York, (2003), pp.323-350.
  7. Auh, S., S.J. Bell., C.S. McLeod and E. Shih, "Co-production and customer loyalty in financial services," Journal of Retailing, Vol.83, No.3(2007), pp.359-370. https://doi.org/10.1016/j.jretai.2007.03.001
  8. Beerli, A., J. Martín, and A. Quintana, "A model of customer loyalty in the retail banking market," European Journal of Marketing, Vol.38. No.1/2(2004), pp.253-275. https://doi.org/10.1108/03090560410511221
  9. Bemmaor, A.C., "Predicting behavior from intention-to-buy measures：the parametric case," Journal of Marketing Research, Vol. 32, No.2(1995), pp.176-191. https://doi.org/10.2307/3152046
  10. Bergkvist, L. and J.R. Rossiter, "The predictive validity of multiple-item versus single-item measures of the same constructs," Journal of Marketing Research, Vol.44, No.2 (2007), pp.175-184. https://doi.org/10.1509/jmkr.44.2.175
  11. Brennan, B., Why She Buys：The New Strategy for Reaching the World's Most Powerful Consumers, Crown Business, New York, 2009.
  12. Chandon, P., V.G. Morwitz, and W.J. Reinartz, "Do intentions really predict behavior? selfgenerated validity effects in survey research," Journal of Marketing, Vol.69, No.2(2005), pp. 1-14. https://doi.org/10.1509/jmkg.69.2.1.60755
  13. Dowling, G. and M. Uncles, "Do customer loyalty programs really work?," Sloan Management Review, Vol.38, No.4(1997), pp.71-82.
  14. Evanschitzky, H. and M. Wunderlich, "An examination of moderator effects I the fourstage loyalty model," Journal of Service Research, Vol.8, No.4(2006), pp.330-345. https://doi.org/10.1177/1094670506286325
  15. Gilly, M.C. and V.A. Zeithaml, "The eldely consumers and adoption of technologies," Journal of Consumer Research, Vol.12, No.3 (1985), pp.353-357. https://doi.org/10.1086/208521
  16. Haisley, E. and G. Loewenstei, "It's not what you get but when you get it：the effect of gift sequence on deposit balances and customer sentiment in a commercial bank," Journal of Marketing Research, Vol.48, No.1(2011), pp.103-115. https://doi.org/10.1509/jmkr.48.1.103
  17. Homburg, C. and A. Giering, "Personal characteristics as moderators of the relationship between customer satisfaction and loyalty： an empirical analysis," Psychology and Marketing, Vol.18, No.1(2001), pp.43-66. https://doi.org/10.1002/1520-6793(200101)18:1<43::AID-MAR3>3.0.CO;2-I
  18. Kamakura, W., V. Mittal., F.D. Rosa, and J.A. Mazzon, "Assessing the service-profit chain," Marketing Science, Vol.21, No.3(2002), pp. 294-317. https://doi.org/10.1287/mksc.21.3.294.140
  19. Korgaonkar, P.K., D. Lund, and B. Price, "A structural equations approach toward examination of store attribute and store patronage," Journal of Retailing, Vol.61, No.2(1985), pp. 39-60.
  20. McKenzie, C.R.M. and M.J. Liersch, "Misunderstanding saving growth：implications for retirement savings behavior," Journal of Marketing Research, Vol.48(2011), pp.1-13. https://doi.org/10.1509/jmkr.48.1.1
  21. Ndubisi, N.O., "Effect of gender on customer loyalty：a relationship marketing approach," Marketing Intelligence and Planning, Vol.24, No.1(2006), pp.48-61. https://doi.org/10.1108/02634500610641552
  22. Palmer, A. and D. Bejou, "The effects of gender on the development of relationships between clients and financial advisers," International Journal of Bank Marketing, Vol.13, No.3(1995), pp.18-27. https://doi.org/10.1108/02652329510082988
  23. Singh, S., D.C. Jain, and T.V. Krishnan, "Customer loyalty programs：are they profitable?," Management Science, Vol.54. No.6(2008), pp. 1205-1211. https://doi.org/10.1287/mnsc.1070.0847
  24. Thaler, R.H., "Mental accounting and consumer choice," Marketing Science, Vol.4, No.3 (1985), pp.199-214. https://doi.org/10.1287/mksc.4.3.199
  25. Tversky, A. and D. Kahneman, "The framing of decisions and the psychology of choice," Science, Vol.211(1981), pp.453-458. https://doi.org/10.1126/science.7455683
  26. Vargo, S.L. and R.F. Lusch, "Evolving to a new dominant logic for marketing," Journal of Marketing, Vol.68, No.1(2004), pp.1-21. https://doi.org/10.1509/jmkg.68.1.1.24036
  27. Vargo, S.L. and R.F. Lusch, "Service-dominant logic：continuing the evolution," Journal of the Academy of Marketing Science, Vol.36, No.1(2008), pp.1-10. https://doi.org/10.1007/s11747-007-0069-6