Research Article

Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis

Volume: 9 Number: 1 May 17, 2024
EN

Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis

Abstract

This research examines the customers’ comments about the chatbots published in a customer complaint website while shopping from an e-commerce site or app. First, 89 customers’ complaints were imported from a customer complaint platform to a single document. Then, the document was subjected to content analysis using a qualitative research tool, Maxqda Plus 2022, and each comment was categorized under related complaint categories. Second, the frequency of customer complaints categories was calculated using the same tool. Additionally, visual maps for each category were created to make the complaints more understandable. While these categorical variables have been addressed in previous studies, variables based on consumer feedback have only been included in this study. According to the research findings, the most frequent customer complaint category is about meaningfulness (with a share of 47.6% in the general total). The least frequent ones are the inability to find a real contact person and the absence of chatbot service (with a share of 7.9%).

Keywords

References

  1. Acumen Research and Consulting. (2022). Access: 09.01.2022, https://www.globenewswire.com/news-release/2022/07/25/2485463/0/en/Chatbot-Market-Size-to-Grow-to-USD-3-411-Million-by-2030-Propelled-By-the-Growing-Use-of-Bots-for-Marketing-and-Promotion-Activities.html google scholar
  2. Almansor, E. H., Hussan, F. K. & Hussain, O. K. (2021). Supervised ensemble sentiment-based framework to measure chatbot quality of services. Computing, 103(3), 491-507. google scholar
  3. Anantaram, C. & Sangroya, A. (2017). Identifying latent beliefs in customer complaints to trigger epistemic rules for relevant human-bot dialog. 3rd International Conference on Control, Automation and Robotics (ICCAR), 731-734. google scholar
  4. Arya, M. (2019). Access: 09.01.2022, https://chatbotslife.com/a-brief-history-of-chatbots-d5a8689cf52f google scholar
  5. Behere, T., Vaidya, A., Birhade, A., Shinde, K., Deshpande, P. & Jahirabadkar, S. (2020). Text summarization and classification of conversation data between service chatbot and customer. 2020 Fourth World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4), 833-838. google scholar
  6. Brandtzaeg, P. B. & F0lstad, A. (2017). Why people use chatbots. International Conference on Internet Science, 377-392. google scholar
  7. Bührke, J., Brendel, A. B., Lichtenberg, S., Greve, M. & Mirbabaie, M. (2021). Is making mistakes human? On the perception of typing errors in chatbot communication. In Proceedings of the 54th Hawaii International Conference on System Sciences. google scholar
  8. Chaves, A. P & Gerosa, M. A. (2020). How should my chatbot interact? A survey on social characteristics in human-chatbot interaction design. International Journal of Human-Computer interaction. google scholar

Details

Primary Language

English

Subjects

Transportation, Logistics and Supply Chains (Other)

Journal Section

Research Article

Early Pub Date

March 22, 2024

Publication Date

May 17, 2024

Submission Date

September 8, 2023

Acceptance Date

December 15, 2023

Published in Issue

Year 2024 Volume: 9 Number: 1

APA
Altay, B. C., & Çetintürk, N. (2024). Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis. Journal of Transportation and Logistics, 9(1), 112-120. https://doi.org/10.26650/JTL.2024.1355850
AMA
1.Altay BC, Çetintürk N. Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis. JTL. 2024;9(1):112-120. doi:10.26650/JTL.2024.1355850
Chicago
Altay, Burak Can, and Naim Çetintürk. 2024. “Customer Dissatisfaction Towards Chatbot Services of E-Commerce Shopping Sites: A Qualitative Analysis”. Journal of Transportation and Logistics 9 (1): 112-20. https://doi.org/10.26650/JTL.2024.1355850.
EndNote
Altay BC, Çetintürk N (May 1, 2024) Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis. Journal of Transportation and Logistics 9 1 112–120.
IEEE
[1]B. C. Altay and N. Çetintürk, “Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis”, JTL, vol. 9, no. 1, pp. 112–120, May 2024, doi: 10.26650/JTL.2024.1355850.
ISNAD
Altay, Burak Can - Çetintürk, Naim. “Customer Dissatisfaction Towards Chatbot Services of E-Commerce Shopping Sites: A Qualitative Analysis”. Journal of Transportation and Logistics 9/1 (May 1, 2024): 112-120. https://doi.org/10.26650/JTL.2024.1355850.
JAMA
1.Altay BC, Çetintürk N. Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis. JTL. 2024;9:112–120.
MLA
Altay, Burak Can, and Naim Çetintürk. “Customer Dissatisfaction Towards Chatbot Services of E-Commerce Shopping Sites: A Qualitative Analysis”. Journal of Transportation and Logistics, vol. 9, no. 1, May 2024, pp. 112-20, doi:10.26650/JTL.2024.1355850.
Vancouver
1.Burak Can Altay, Naim Çetintürk. Customer Dissatisfaction Towards Chatbot Services of e-Commerce Shopping Sites: A Qualitative Analysis. JTL. 2024 May 1;9(1):112-20. doi:10.26650/JTL.2024.1355850



The JTL is being published twice (in April and October of) a year, as an official international peer-reviewed journal of the School of Transportation and Logistics at Istanbul University.