Chatbots in the Logistics Industry of Colombia, Ecuador, and Peru: Enhancing Customer Satisfaction
Main Article Content
Abstract
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Authorship: The list of authors signing must include only those people who have contributed intellectually to the development of the work. Collaboration in the collection of data is not, by itself, a sufficient criterion of authorship. "Retos" declines any responsibility for possible conflicts arising from the authorship of the works that are published.
Copyright: The Salesian Polytechnic University preserves the copyrights of the published articles, and favors and allows their reuse under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Ecuador license. They may be copied, used, disseminated, transmitted and publicly displayed, provided that: i) the authorship and the original source of their publication (journal, editorial and work URL) are cited; (Ii) are not used for commercial purposes; Iii) mention the existence and specifications of this license.
References
Abd-Alrazaq, A.A., Rababeh, A., Alajlani, M., Bewick, B.M. y House M. (2020). Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta- Analysis. Journal of Medical Internet Research, 22(7). https://doi.org/10.2196/16021
Adamapolou, E. y Moussiades, L. (2020). Chatbots: History, technology, and applications. Machine Learning with Applications, 2(100006). https://doi.org/101016/j.mlva.2020.100006
Brendel, A.B., Mirbabaie, M., Lembcke T.-B. y Hofeditz L. (2021). Ethical Management of Artificial Intelligence. Sustainability, 13(1974). https://doi.org/10.3390/su13041974
Caldarini, G., Jaf, S. y McGarry, K. (2022). A Literature Survey of Recent Advances in Chatbots. Information, 13(41). https://doi.org/10.3390/info13010041
Calvaresi, D., Calbimonte, J.-P., Siboni, E., Eggenschwiler, S., Manzo, G., Hilfiker, R. y Schumacher M. (2021), EREBOTS: Privacy-Compliant Agent-Based Platform for Multi- Scenario Personalized Health-Assistant Chatbots. Electronics, 10(666). https://doi.org/10.3390/electronics10060666
Chen, J., Le T. y Florence, D. (2021). Usability and responsiveness of artificial intelligence chatbot on online customer experience in e-retailing. International Journal of Retailing and Distribution Management, 49(11), 1512–1531. https://doi.org/10.1108/IJRDM-08-2020-0312
Davenport, T., Guja, A., Grewal, D. y Bressgott, T. (2020). How artificial intelligence will change the future or marketing. Journal of the Academic Marketing Science. 48: 24-42. https://doi.org/10.1007/s11747-019-00696-0
Doval, E., Viladrich, C. y Angulo-Brunet, A. (2023). Coefficient Alpha: The Resistance of a Classic. Psicothema, 35 (1), 5-20. https://doi.org/10.7334/psicothema2022.321
Espinheira, P.L. y de Oliveira Silva, A. (2020). Residual and influence analysis to a general class of simplex regression. Test, 29, 523-552. https://doi.org/10.1007/s11749-019-00665-3
Dubin, R. (1988). Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms. Review of Economic Statistics, 70(3), 466-474. https://doi.org/10.2307/1926785
Fan, H., Gao, W. y Han, B. (2023). Are AI chatbots a cure-all? The relative effectiveness of chatbot ambidexterity in crafting hedonic and cognitive smart experiences. Journal of Business Research, 156(113526). https://doi.org/10.1016/j.jbusres.2022.113526
Haseeb, M., Hussain, H., Slusarczyk, B. y Jermsittiparset, K. (2019). Industry 4.0: A Solution Towards Technology Challenges of Sustainable Business Performance. Social Sciences, 8(154). https://doi.org/10.3390/socsci8050154
Ho, S.P.S. y Chow, M.Y.C. (2023). The Role of artificial intelligence in Consumers' brand preference for retail banks in Hong Kong. Journal of Financial Services Marketing. https://doi.org/10.1057/s41264-022-00207-3
Hudiyono, R.F. (2022). Exploring Indonesian Companies’ Chatbots to Gather Customer Experience. Proceedings, 83(1). https://doi.org/10.3390/proceedings2022083001
Illescas-Manzano, M. López, N., Gónzalez, N, y Rodríguez, C. (2021). Implementation of Chatbot in Online Commerce, and Open Innovation. Journal of Open Innovation: Technology, Marketing and Complexity, 7(125). https://doi.org/10.3390/joitmc7020125
Ivanov, S. (2020). The First Chatbot of a Tourism/Hospitality Journal: Editor’s Impressions. European Journal of Tourism Research, 24(2401). https://doi.org/10.54055/ejtr.v24i.403
Jiang, K., Qin, M. y Li, S. (2022). Chatbots in Retail: How do the affect the continued use and purchase intentions of Chinesse consumers?. Journal of Consumer Behavior, 21(4),756-772. https://doi.org/10.1002/cb.2034
Jenneboer, L., Herrando, C. y Constantinides, E. (2022). The Impact of Chatbots on Customer Loyalty: A Systematic Literature Review. Journal of Theoretical and Applied Electronic Commerce Research, 17, 212-229. https://doi.org/10.3390/jtaer17010011
Khanum, S. y Mustafa K. (2022). A systematic literature review on sensitive data protection in blockchain applications. Concurrency and Computation Practice and Experience, 35(1). https://doi.org/10.1002/cpe.6426
King, A. y Eckersly, R. (2029). Inferencial Statistics IV: Choosing a Hypotesis Test. USA: Academic Press, 144-171. https://doi.org/10.1016/B978-0-08-102939-8.00016-5
Klein, A., Gerhard, C., Büchner, R., Diestel, S. y Schermelleh-Engel, K. (2016). The Detection of Heteroscedasticity in Regression Models for Psychological Data. Psycho Tests Assess Model, 58(4), 543-568. Available on the Internet: https://www.psychologie-aktuell.com/fileadmin/download/ptam/4-2016_20161219/01_Klein-final.pdf
Lappeman, J., Marlie, S., Johnson, T. y Poggenpoel S. (2022). Trust and digital privacy: willingness to disclose personal information to banking chatbot services. Journal of Financial Services Marketing. https://doi.org/10.1016/j.chb.2021.106747
Mageira, K., Pittou, D. Papasalouros, A, Kotis, K., Zangogianni, P. y Daradoumis, A. (2020). Educational AI Chatbots for Content and Language Integrated Learning. Applied Sciences, 12(3239). https://doi.org/10.3390/app12073239
Marjerison, R.K., Zhang, Y. y Zheng H. (2022). AI in E-Commerce: Application of the Use and Gratification Model to The Acceptance of Chatbots. Sustainability, 14(14270). https://doi.org/10.3390/su142114270
Mohd Rahim, N.I., Iahad, A., Yusof A.F. y Al-Sharafi, M. (2022). AI-Based Chatbots Adoption Model for Higher-Education Institutions: A Hybrid PLS-SEM-Neural Network Modelling Approach. Sustainability, 14 (12726). https://doi.org/10.3390/su141912726
Nicolescu, L. y Turodache, M. (2022). Human-Computer Interaction in Customer Service: The Experience with AI Chatbots – A Systematic Literature Review. Electronics, 11, 1579. https://doi.org/10.3390/electronics11101579
OECD [The Organisation for Economic Co-operation and Development], 2021, Artificial Intelligence, Machine Learning, and Big Data in Finance: Opportunities, Challenges, and Implications for Policy Makers. Available on the Internet: https://www.oecd.org/finance/artificial-intelligence-machine-learning-big-data-in- finance.htm (11/08/2021)
Nguyen, D.M., Chiu, Y.-T.H. y Le, H.D. (2021). Determinants of Continuance Intention towards Banks' Chatbot Services in Vietnam: A Necessity for Sustainable Development. Sustainability, 13(7625). https://doi.org/10.3390/su13147625
Pereira, T., Limberger, P.F., Minasi, S.M. y Buhalis, D. (2022). New Insights into Consumers’ Intention to Continue Using Chatbots in the Tourism Context. Journal of Quality Assurance Hospitality Tourism, 1–27. https://doi.org/10.1080/1528008X.2022.2136817
Puspitasari, I.W., Rinawan, F.R., Purnama, W.G., Susiarno, H. y Susanti A. (2022), A.I. Development of a Chatbot for Pregnant Women on a Posyandu Application in Indonesia: From Qualitative Approach to Decision Tree Method. Informatics, 9(88). https://doi.org/informatics9040088
Rafiq, F., Dogra, N., Adil, M. y Wu, J.-Z., (2022). Examining Consumer’s Intention to Adopt AI- Chatbots in Tourism Using Partial Least Squares Structural Equation Modeling Method. Mathematics, 10(2190). https://doi.org/10.3390/math10132190
Rathnayaka, P., Mills, N., De Silva, D., Alahakoon, D. y Gray R., 2022, A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors, 22(3653). https://doi.org/10.3390/s22103653
Raza, M., Ahmed, M., Razzaque, S. y Hina, H. (2023). Testing for Heteroskedascity in the Presence of Outliers. Journal of Eduaction and Social Studies, 4(2), 313-329. https://doi.org/10.52223/jess.2023.4209
Ridha, M., Haura Maharani, K. (2022). Implementation of Artificial Intelligence Chatbot in Optimizing Customer Service in Financial Technology Company PT. FinAccel Finance Indonesia. Proceedings, 83(210. https://doi.org/10.3390/proceedings2022083021
Sarker, I.H. (2022), Machine Learning: Algorithms Real World Applications and Research Directions. SN Computer Sciences, 2(160). https://doi.org/10.1007/s42979-021-00592-x
Senaviratna, N.A.M.R. y Cooray, T.M.J. (2019). Diagnosing Multicollinearity of Logistic Regression Model. Asian Journal of Probability and Statistics, 5(2), 1-9. https://doi.org/10.9734/ajpas/2019/v5i230132
Sung, X., Yu, H. y Solvang W.D. (2022). Measuring the Effectiveness of AI-Enabled Chatbots in Customer Service Using AnyLogic Simulation. In Proceedings of the International Workshop of Advanced Manufacturing and Automation, IWAMA, Xiamen, China, 11–12 October 2022. https://doi.org/10.1007/978-981-19-9338-1_33
Taber, K. S. (2018). The Use of Cronbach’s Alpha when Developing and Reporting Research Instruments in Science Education. Research Science Education, 48, 1273-1296. https://doi.org/10.1007/s11165-016-9602-2
Tan, S. y Liew, T. (2022). Multi-Chatbot or Single-Chatbot? The Effects of M-Commerce Chatbot Interface on Source Credibility, Social Presence, Trust, and Purchase Intention. Human Behavior and Emergency Technologies. https://doi.org/10.1155/2022/2501538
Tran, A., Pallant, J. y Johnson, L. (2021). Exploring the Impact of Chatbots on Customer Sentiment and Expectations in Retail. Journal of Retailing and Customer Services, 63. https://doi.org/10.1016/j.jretconser.2021.102718
Trappey, A.J.C., Trappey, C.V., Chao, M.-H., Hong, N.-J., Wu, C.-T. (2021). A VR-Enabled Chatbot Supporting Design and Manufacturing of Large and Complex Power Transformers. Electronics, 11(87). https://doi.org/10.3390/electronics11010087
Um, T., Kim, T. y Chung, N. (2020). How Does an Intelligent Chatbot Affect Customers Compared with Self-Service Technology for Sustainable Services. Sustainability, 12(5119). https://doi.org/10.3390/su12125119
Wetzel, P. y Hofmann, E. (2020). Toward a Mukti-Sided Model of Service Quality for Logistics Service Providers. Administrative Sciences, 12(79). https://doi.org/10.3390/admsci10040079
Xu, Y., Shieh, C., Van Esch, P. y Ling, I. (2020). AI Customer Service: Task Complexity, Problem-
Solving Ability, and Usage Intention. Australasian Marketing Journal, 28(4), 189–199. https://doi.10.3389/fpsyg.2022.922503
Yun, J. y Park, J. (2022). The Effects of Chatbot Service Recovery with Emotion Words on Customer Satisfaction, Repurchase Intention, and Positive Word-of-Mouth. Frontiers in Psychology, 13. https://doi/org/10.3389/fpsyg.2022.922503
Zhang, B., Zhu, Y., Deng,, J., Zhen W., Liu, Y., Wang, C. y Zeng R. (2022). “I Am Here to Assist Your Tourism”: Predicting Continuance Intention to Use AI-based Chatbots for Tourism. Does Gender Really Matter?. International Journal of Human-Computer Interaction, 1–17. https://doi.org/10.1080/10447318.2022.2124345
Zhang J., Følstad, A. y Bjørkli C. (2021). Organizational Factors Affecting Successful Implementation of Chatbots for Customer Service. Journal of Internet Commerce, 22(1). https://doi.org/10.1080/15332861.2021.1966723