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Exploring Factors Influencing Usage Intention of Chatbot - Chatbot in Financial Service

챗봇 사용 의도에 영향을 미치는 요인 탐색 - 금융 서비스에서의 챗봇

  • Lee, Min Kyu (Department of Convergence Technology Management Engineering, Yonsei University) ;
  • Park, Heejun (Department of Industrial Engineering, Yonsei University)
  • 이민규 (연세대학교 일반대학원 융합기술경영공학 협동과정) ;
  • 박희준 (연세대학교 산업공학과)
  • Received : 2019.10.30
  • Accepted : 2019.11.04
  • Published : 2019.12.31

Abstract

Purpose: Chatbots are widely diffusing across various industries to substitute human manpower in the industry. However as researchers only develop technology that is applied to chatbot, the diffusion is slow in progress. The purpose of this study is to propose useful implications to accelerate diffusion of chatbots across industries by analyzing the perception of customers. To achieve the research purpose this study analyzes causal effect relationship between characteristics of chatbot character, service quality, individual difference, and intention to use chatbot. Methods: This study developed a survey that contains various questionnaires for each construct based on literature review. Data collected through survey was tested for convergent validity and discriminant validity and further analyzed the relationship using PLS-SEM method to verify hypotheses. Results: Trustworthiness of the chatbot character, ease of use, application design, responsiveness, customization, assurance, inertia, and previous experience have significant influence on forming user satisfaction, consumer trust, and intention to use. The others, likability, appropriateness, technology anxiety, and need for interaction were not significant in this research. Conclusion: Although the constructs of the research model was significant in previous literatures, some do not have significant effect on intention to use chatbots. Based on the results, chatbot managers will be able to develop chatbot systems which are more appealing to users and more academic researchers will focus on analyzing user perception and intention.

Keywords

References

  1. Barclay, Donald, Christopher Higgins, and Ronald Thompson. 1995. "The partial least squares(PLS) approach to causal modeling: personal computer adoption and use as an illustration." Technology Studies 2(2):285-309.
  2. Bitner, Mary Jo. 1990. "Evaluating service encounters; the effects of physical surroundings and employee responses." Journal of marketing 54:69-82. https://doi.org/10.1177/002224299005400206
  3. Bradesko, L., and D. Mladenic. 2012. "A survey of chatbot systems through a loebner prize competition." Proceedings of Slovenian Language Technologies Society Eighth Conference of Language Technologies.
  4. Brandtzaeg, Petter Bae, and Asbjorn Folstad. 2017. "Why people use chatbots." International Conference on Internet Science, Cham.
  5. BusinessInsider. 2016. "80% of businesses want chatbots by 2020." Business Insider. Accessed 30 Aug 2019. https://www.businessinsider.com/80-of-businesses-want-chatbots-by-2020-2016-12.
  6. Callcott, Margaret F., and Barbara J Phillips. 1996. "Observations: Elves make good cookies: Creating likable spokes-character advertising." Journal of Advertising Research 36(5):73-73.
  7. Chin, Wynne W., Barbara L. Marcolin, and Peter R. Newsted. 2003. "A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study." Information systems research 14(2):189-217. https://doi.org/10.1287/isre.14.2.189.16018
  8. Dabholkar, Pratibha A. 1996. "Consumer evaluations of new technology-based self-service options: an investigation of alternative models of service quality." International Journal of research in Marketing 13(1):29-51. https://doi.org/10.1016/0167-8116(95)00027-5
  9. Egger Florian, N. 2000. "Towards a Model of Trust for E-Commerce System Design." Proc. Of the CHI2000 Workshop: Designing Interactive Systems for.
  10. Fornell, Claes, and David F. Larcker. 1981. "Evaluating structural equation models with unobservable variables and measurement error." Journal of Marketing 18(1):39-50. https://doi.org/10.1177/002224378101800104
  11. Gardner, Donald G, Richard L Dukes, and Richard Discenza. 1993. "Computer use, self-confidence, and attitudes: A causal analysis." Computers in human behavior 9(4):427-440. https://doi.org/10.1016/0747-5632(93)90033-O
  12. Goasduff, Laurence. 2019. "Chatbots will appeal to modern workers." Gartner. Accessed 18 Sep 2019. https://www.gartner.com/smarterwithgartner/chatbots-will-appeal-to-modern-workers/.
  13. Grazioli, Stefano, and Sirkka L Jarvenpaa. 2000. "Perils of Internet fraud: An empirical investigation of deception and trust with experienced Internet consumers." IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans 30(4):395-410. https://doi.org/10.1109/3468.852434
  14. Hair, Joe F., Christian M. Ringle, and Marko Sarstedt. 2011. "PLS-SEM: Indeed a silver bullet." Journal of Marketing Theory and Practice 19(2):139-152. https://doi.org/10.2753/MTP1069-6679190202
  15. Hart, Christopher W, and Michael D Johnson. 1999. "Growing the trust relationship." Marketing Management 8:8-19.
  16. Hwang, M. K. 2019. "Due to the minimum wage hike and 52-hour workweek, the AI chatbots are spreading all over the world." ChosunBiz. Accessed 07 Jun 2019. http://biz.chosun.com/site/data/html_dir/2019/02/01/2019020101049.html.
  17. Jamshidi, Dariyoush, Yousef Keshavarz, Fazlollah Kazemi, and Moghaddaseh Mohammadian. 2018. ""Mobile banking behavior and flow experience: An integration of utilitarian features, hedonic features and trust." International Journal of Social Economics 45(1):57-81. https://doi.org/10.1108/IJSE-10-2016-0283
  18. Kassim, Norizan, and Nor Asiah Abdullah. 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):351-371. https://doi.org/10.1108/13555851011062269
  19. Keller, Kevin Lane. 1993. "Conceptualizing, measuring, and managing customer-based brand equity." Journal of marketing 57(1):1-22. https://doi.org/10.1177/002224299305700401
  20. Luo, JT, Peter McGoldrick, Susan Beatty, and Kathleen A Keeling. 2006. "On-screen characters: their design and influence on consumer trust." Journal of Services Marketing 20(2):112-124. https://doi.org/10.1108/08876040610657048
  21. McGuire, W. 1969. The nature of attitudes and attitude change. Vol. 3. Reading, MA: Addison-Wesley Pub. Co.
  22. Meuter, Matthew L, Mary Jo Bitner, AL Ostrom, and RI Roundtree. 1997. "The new service encounter: Customer usage and satisfaction with self-service technologies." American Marketing Association's Frontiers in Services Conference, Nashville, TN (October 2-4).
  23. Meuter, Matthew L, Mary Jo Bitner, Amy L Ostrom, and Stephen W Brown. 2005. "Choosing among alternative service delivery modes: An investigation of customer trial of self-service technologies." Journal of marketing 69(2):61-83. https://doi.org/10.1509/jmkg.69.2.61.60759
  24. Olshavsky, Richard W., and Richard A Spreng. 1996. "An exploratory study of the innovation evaluation process." Journal of product innovation management 13(6):512-529. https://doi.org/10.1111/1540-5885.1360512
  25. Parasuraman, Ananthanarayanan, Valarie Zeithaml, and L. L. Berry. 1985. "SERVQUAL: a multiple-item scale for measuring customer perceptions of service quality." Journal of retailing 64:420-50.
  26. Ranaweera, Chatura, and Jaideep Prabhu. 2003. "The influence of satisfaction, trust and switching barriers on customer retention in a continuous purchasing setting." International journal of service industry management 14(4):374-395. https://doi.org/10.1108/09564230310489231
  27. Ribbink, Dina, Allard CR Van Riel, Veronica Liljander, and Sandra Streukens. 2004. "Comfort your online customer: quality, trust and loyalty on the internet." Managing Service Quality: An International Journal 14(6):446-456. https://doi.org/10.1108/09604520410569784
  28. Rouse, Margaret. 2017. "IM bot." Techtarget. Accessed 17 Jul 2019. https://searchdomino.techtarget.com/definition/IM-bot.
  29. Suk, Ji Heon. 2018. "I am a chatbot, I replace bank customer services." Global economic. Accessed 07 May 2019. http://www.g-enews.com/view.php?ud=2018060711210439558848a88cdc_1&mobile=1.
  30. Zeithaml, Valarie A, Arun Parasuraman, and Arvind Malhotra. 2002. "Service quality delivery through web sites: a critical review of extant knowledge." Journal of the academy of marketing science 30(4):362-375. https://doi.org/10.1177/009207002236911