Antecedents of Online Purchase Intention Towards Chatbot Services on the Tokopedia E-Commerce Platform

  • Andrea Filippo Fortuna Purwanto Universitas Islam Indonesia, Yogyakarta, Indonesia
  • Arif Hartono Universitas Islam Indonesia, Yogyakarta, Indonesia
Keywords: Customer Satisfaction, Online Purchase Intention, Service Quality, Social Entertainment, Social Trends

Abstract

This study aims to explore the factors that influence online purchase intention on the Tokopedia e-commerce platform, with a particular focus on the role of customer satisfaction as a mediator between chatbot service quality, social entertainment, and social trends. In the increasingly developing digital era, the use of technology such as chatbots is important to improve interactions between customers and sellers. The results of the study indicate that chatbot service quality has a positive and significant effect on customer satisfaction, meaning that the better the quality of service provided, the higher the level of satisfaction felt by customers. In contrast, social entertainment and social trends did not show a significant effect on online purchase intention, indicating that these factors are not strong enough to drive consumer purchasing decisions. This study also confirms that customer satisfaction plays an important role in mediating the relationship between chatbot service quality and online purchase intention, where satisfied customers tend to be more motivated to make repeat purchases. These findings have theoretical and practical implications, encouraging business actors to focus on improving service quality and customer satisfaction to drive purchase intention. However, this study also has limitations, such as the dominance of young respondents and the focus on one e-commerce platform, which limits the generalizability of the results. Therefore, suggestions for future research include analyzing user behavior across multiple e-commerce platforms and implementing a longitudinal approach to gain a more accurate picture of purchasing behavior.

Downloads

Download data is not yet available.

References

Akil, S., & Ungan, M. C. (2022). E-commerce logistics service quality: Customer satisfaction and loyalty. Journal of Electronic Comm erce in Organizations, 20 (1). https://doi.org/10.4018/JECO.292473

Ali, BJ, Gardi, B., Othman, BJ, Ahmed, SA, Ismael, NB, Hamza, PA, Aziz, HM, Sabir, BY, Sorguli, S., & Anwar, G. (2021). Hotel Service Quality: The Impact of Service Quality on Customer Satisfaction in Hospitality. International Journal of Engineering, Business and Management, 5 (3), 14–28. https://doi.org/10.22161/ijebm.5.3.2

Alshurideh, M.T. (2022). Does electronic customer relationship management (E-CRM) affect service quality at private hospitals in Jordan? Uncertain Supply Chain Management, 10 (2), 325–332. https://doi.org/10.5267/j.uscm.2022.1.006

Alsoud, M., Alfdool, SM, Trawnih, A., Helalat, AS, Al-Mu'ani, L., & Mahrakani, N. (2023). Social media marketing activities and tourists' purchase intention. International Journal of Data and Network Science, 7 (2), 677–686. https://doi.org/10.5267/j.ijdns.2023.3.004

Anas, AM, Abdou, AH, Hassan, TH, Alrefae, WMM, Daradkeh, FM, El-Amin, MAMM, Kegour, ABA, & Alboray, HMM (2023). Satisfaction on the Driving Seat: Exploring the Influence of Social Media Marketing Activities on Followers' Purchase Intention in the Restaurant Industry Context. Sustainability (Switzerland), 15 (9). https://doi.org/10.3390/su15097207

Ao, L., Bansal, R., Pruthi, N., & Khaskheli, M. B. (2023). Impact of Social Media Influencers on Customer Engagement and Purchase Intention: A Meta-Analysis. Sustainability (Switzerland), 15 (3). https://doi.org/10.3390/su15032744

Armawan, I., Sudarmiatin, Hermawan, A., & Rahayu, WP (2023). The effect of social media marketing, SerQual, eWOM on purchase intention mediated by brand image and brand trust: Evidence from black sweet coffee shop. International Journal of Data and Network Science, 7 (1), 141–152. https://doi.org/10.5267/j.ijdns.2022.11.008

Attar, R.W., Almusharraf, A., Alfawaz, A., & Hajli, N. (2022). New Trends in E-commerce Research: Linking Social commerce and Sharing Commerce: A Systematic Literature Review. In Sustainability (Switzerland) (Vol. 14, Issue 23). MDPI. https://doi.org/10.3390/su142316024

Bushara, MA, Abdou, AH, Hassan, TH, Sobaih, AEE, Albohnayh, ASM, Alshammari, WG, Aldoreeb, M., Elsaed, AA, & Elsaied, MA (2023). Power of Social Media Marketing: How Perceived Value Mediates the Impact on Restaurant Followers' Purchase Intention, Willingness to Pay a Premium Price, and E-WoM? Sustainability (Switzerland), 15 (6). https://doi.org/10.3390/su15065331

Chang, J.Y.S., Cheah, J.H., Lim, X.J., & Morrison, A.M. (2023). One pie, many recipes: The role of artificial intelligence chatbots in influencing Malaysian solo traveler purchase intentions. Tourism Management Perspectives, 49. https://doi.org/10.1016/j.tmp.2023.101191

Demir, A., Maroof, L., Sabbah Khan, N.U., & Ali, B.J. (2020). The role of E-service quality in shaping online meeting platforms: a case study from the higher education sector. Journal of Applied Research in Higher Education, 13 (5), 1436–1463. https://doi.org/10.1108/JARHE-08-2020-0253

Dhingra, S., Gupta, S., & Bhatt, R. (2020a). A study of the relationship between service quality of E-commerce websites, customer satisfaction, and purchase intention. International Journal of E-Business Research, 16 (3), 42–59. https://doi.org/10.4018/IJEBR.2020070103

Dhingra, S., Gupta, S., & Bhatt, R. (2020b). A study of relationship among service quality of E-commerce websites, customer satisfaction, and purchase intention. International Journal of E-Business Research, 16 (3), 42–59. https://doi.org/10.4018/IJEBR.2020070103

Faisal, A.S., Haque, R., Rahman, A.K., & Connie, A. (2020). The Influence of e-Service Quality Dimensions on Customer Satisfaction and Purchase Intention: An Indian e-Market Perspective. In Asian Journal of Technology & Management Research (Vol. 10).

Faradilla Kamal, A., & Nur Supriadi, Y. (2023). The Influence of Online Customer Reviews, Customer Ratings, and Viral Marketing on Purchase Decisions in Generation Z at Tokopedia. In Technology, and Organizational Behavior (IJBTOB) (Vol. 3, Issue 4). https://ijbtob.org

Febrian, A., & Vinahapsari, CA (2020). Brand equity is mediated in influencing purchase intentions on e-commerce. https://www.researchgate.net/publication/340730724

Ginting, Y.M., Chandra, T., Miran, I., & Yusriadi, Y. (2023). Repurchase intention of e-commerce customers in Indonesia: An overview of the effects of e-service quality, e-word of mouth, customer trust, and customer satisfaction mediation. International Journal of Data and Network Science, 7 (1), 329–340. https://doi.org/10.5267/j.ijdns.2022.10.001

Hair, J. F., RCM, DNP, HGTM, SM & RS (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. http://www .

Herjanto, H., Amin, M., Purinton, E., & Lindle, E.L. (2024). Secondhand clothing purchase intentions: Generation Z's perspective. Journal of Global Responsibility, 15 (1), 53–72. https://doi.org/10.1108/JGR-08-2022-0077

Ho, C., Tu, H.-S., Anh3, N.N., Tuan, M., Thi, N., Anh, N., Thi, P., & Ha, M. (2020). Factors Affecting Customer Satisfaction and Repurchase Intention: A Study of Full-Service Trendy Restaurants in Vietnam. https://pbft.academicjournal.io .

Ho Nguyen, H., Nguyen-Viet, B., Hoang Nguyen, Y.T., & Hoang Le, T. (2022). Understanding online purchase intention: the mediating role of attitude towards advertising. Cogent Business and Management, 9 (1). https://doi.org/10.1080/23311975.2022.2095950

J Tamara, CA, FA Tumbuan, WJ, Gunawan, EM, J Tamara, CA, F Alfa Tumbuan, WJ, & Margareth Gunawan, E. (2023). CHATBOTS IN E-COMMERCE : A STUDY OF GEN Z CUSTOMER EXPERIENCE AND ENGAGEMENT-FRIEND OR FOE? EMBA Journal, 11 (3), 161–175.

Jane Araujo, CG, Anne Perater, KS, Marie Quicho, A. V, & Etrata, AE (2022). Influence of TikTok Video Advertisements on Generation Z's Behavior and Purchase Intention. In INTERNATIONAL JOURNAL OF SOCIAL AND MANAGEMENT STUDIES (IJOSMAS (Vol. 3, Issue 2).

Juwaini, A., Chidir, G., Novitasari, D., Iskandar, J., Hutagalung, D., Pramono, T., Maulana, A., Safitri, K., Fahlevi, M., Sulistyo, AB, & Purwanto, A. (2022). The role of customer e-trust, customer e-service quality and customer e-satisfaction on customer e-loyalty. International Journal of Data and Network Science, 6 (2), 477–486. https://doi.org/10.5267/j.ijdns.2021.12.006

Kandasamy, I., Kandasamy, WBV, Obbineni, J.M., & Smarandache, F. (2020). Indeterminate Likert scale: feedback based on neutrosophy, its distance measures and clustering algorithm. Soft Computing, 24 (10), 7459–7468. https://doi.org/10.1007/s00500-019-04372-x

Li, F., Lu, H., Hou, M., Cui, K., & Darbandi, M. (2021). Customer satisfaction with bank services: The role of cloud services, security, e-learning and service quality. Technology in Society, 64. https://doi.org/10.1016/j.techsoc.2020.101487

Liu, X., Zhang, L., & Chen, Q. (2022). The effects of tourism e-commerce live streaming features on consumer purchase intention: The mediating roles of flow experience and trust. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.995129

Matini, A. (2023). The Effects of Stress and Chatbot Services Usage on Customer Intention for Purchase on E-commerce Sites.

Mbete, G.S., & Tanamal, R. (2020). Effect of Easiness, Service Quality, Price, Trust of Quality of Information, and Brand Image of Consumer Purchase Decision on Shopee Online Purchase. Pamulang University Journal of Informatics, 5 (2), 100. https://doi.org/10.32493/informatika.v5i2.4946

Miao, M., Jalees, T., Zaman, S.I., Khan, S., Hanif, N. ul A., & Javed, M.K. (2022). The influence of e-customer satisfaction, e-trust and perceived value on consumer's repurchase intention in B2C e-commerce segment. Asia Pacific Journal of Marketing and Logistics, 34 (10), 2184–2206. https://doi.org/10.1108/APJML-03-2021-0221

Murti, KAKD, Sari, NMT, & Purnami, AAS (2023). The Influence of Culture, Trends and Consumer Behavior on Purchase Intention of Online Fashion Products at Zalora. ECONOMIC DISCOURSE (Journal of Economics, Business and Accounting), 22 (1), 61–66. https://doi.org/10.22225/we.22.1.2023.61-66

Pereira, T., Limberger, DPF, & Ardigó, DCM (2021). The moderating effect of the need for interaction with a service employee on purchase intention in chatbots. In Telematics and Informatics Reports (Vols. 1–4). Elsevier BV https://doi.org/10.1016/j.teler.2022.100003

Purwanto, A. (2022). INTERNATIONAL JOURNAL OF SOCIAL AND MANAGEMENT STUDIES (IJOSMAS) The Role of Digital Leadership, e-loyalty, e-service Quality and e-satisfaction of Indonesian E-commerce Online Shop.

Qalati, S.A., Vela, E.G., Li, W., Dakhan, S.A., Hong Thuy, TT, & Merani, S.H. (2021). Effects of perceived service quality, website quality, and reputation on purchase intention: The mediating and moderating roles of trust and perceived risk in online shopping. Cogent Business and Management, 8 (1). https://doi.org/10.1080/23311975.2020.1869363

Song, S. W., & Shin, M. (2024). Uncanny Valley Effects on Chatbot Trust, Purchase Intention, and Adoption Intention in the Context of E-commerce : The Moderating Role of Avatar Familiarity. International Journal of Human-Computer Interaction, 40 (2), 441–456. https://doi.org/10.1080/10447318.2022.2121038

Utami, WF, Saputro, GE, & Suwarno, P. (2022). IMPLEMENTATION OF DIGITAL ECONOMY POLICY IN INDONESIA. Int. J. Social Science Humanities Research, 05 (05), 1–09. https://doi.org/10.5281/zenodo.6778542

Wijaya, IGNS, Triandini, E., Kabnani, ETG, & Arifin, S. (2021). E-commerce website service quality and customer loyalty using WebQual 4.0 with importance performances analysis, and structural equation model: An empirical study in shopee. Register: Jurnal Ilmiah Teknologi Sistem Informasi, 7 (2), 107–124. https://doi.org/10.26594/register.v7i2.2266

Wijaya, OYA, Sulistiyani, Pudjowati, J., Kartikawati, TS, Kurniasih, N., & Purwanto, A. (2021). The role of social media marketing, entertainment, customization, trendiness, interaction and word-of-mouth on purchase intention: An empirical study from Indonesian smartphone consumers. International Journal of Data and Network Science, 5 (3), 231–238. https://doi.org/10.5267/j.ijdns.2021.6.011

Yang, J., Chen, Y.L., Por, LY, & Ku, C.S. (2023). A Systematic Literature Review of Information Security in Chatbots. In Applied Sciences (Switzerland) (Vol. 13, Issue 11). MDPI. https://doi.org/10.3390/app13116355

Yoo Jung Oh, Jingwen ZhangMin, Lin Fang, & Yoshimi Fukuoka. (2021). A systematic review of artificial intelligence chatbots for promoting physical activity, healthy diet, and weight loss. https://link.springer.com/content/pdf/10.1186/s12966-021-01224-6.pdf

Yubing Yu, Baofeng Huo, & Zuopeng Zhang. (2020). Impact of information technology on supply chain integration and company performance: evidence from cross-border e-commerce companies in China.

Zhao, Y., Cormican, K., & Sampaio, S. (2024). Clicks vs. bricks: Exploring the critical success factors for consumer purchase intention in e-commerce. Procedia Computer Science, 239, 590–597. https://doi.org/10.1016/j.procs.2024.06.211

Published
2025-10-28
How to Cite
Purwanto, A., & Hartono, A. (2025). Antecedents of Online Purchase Intention Towards Chatbot Services on the Tokopedia E-Commerce Platform. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 8(3), 12827-12838. https://doi.org/10.31538/iijse.v8i3.6582

Most read articles by the same author(s)