How to cite this paper
Suhud, U., Allan, M., Hoo, W & Juliana, J. (2025). Purchase intention of Muslim consumers on TikTok live stream: Assessing the role of trust, reliability, and TikTok marketing activities.International Journal of Data and Network Science, 9(4), 981-992.
Refrences
Aji, P., Nadhila, V., & Sanny, L. (2020). Effect of social media marketing on Instagram towards purchase intention: Evidence from Indonesia’s ready-to-drink tea industry. International Journal of Data and Network Science, 4(2), 91–104.
Alhabeeb, M. J. (2007). On consumer trust and product loyalty. International Journal of Consumer Studies, 31(6), 609–612.
Amani, D., & Chao, E. (2021). Social media usage and behavioural support towards destination branding: The mediating role of destination identification: The study of Tanzania tourist destination. In Journal of Co-operative and Business Studies (JCBS) (Vol. 6).
Anantasiska, V., Suhud, U., & Usman, O. (2022). The effect of social media marketing activities on purchase intention: A case study on e-commerce consumers. The International Journal of Social Sciences World (TIJOSSW), 4(1), 101–114.
Anggraeni, R., Layaman, L., & Djuwita, D. (2019). Analysis of the use of social media marketing on customer loyalty using brand trust as a mediating variable (Analisis pemanfaatan social media marketing terhadap customer loyalty yang menggunakan brand trust sebagai variabel mediasi). Jurnal Riset Manajemen dan Bisnis (JRMB), 4(3), 445–456.
Arno, R., Gross, P., & Schuerger, R. (2006). What five 9’s really means and managing expectations. Conference Record of the 2006 IEEE Industry Applications Conference Forty-First IAS Annual Meeting, 1, 270–275.
Awali, F. P., & Astuti, S. R. T. (2021). The effect of social media marketing activities and brand experience on brand loyalty: The role of brand trust as a mediating variable (Pengaruh social media marketing activities dan brand experience terhadap brand loyalty: Peran brand trust sebagai varia. Diponegoro Journal of Management, 10(4), 1–15.
Bilgin, Y. (2018). The effect of social media marketing activities on brand awareness, brand image and brand loyalty. Business & Management Studies: An International Journal, 6(1), 128–148.
Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230–258.
Chandrruangphen, E., Assarut, N., & Sinthupinyo, S. (2022). The effects of live streaming attributes on consumer trust and shopping intentions for fashion clothing. Cogent Business & Management, 9(1), 2034238.
Chen, S.-C., & Lin, C.-P. (2019). Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction. Technological Forecasting and Social Change, 140, 22–32.
Choedon, T., & Lee, Y.-C. (2020). The effect of social media marketing activities on purchase intention with brand equity and social brand engagement: Empirical evidence from Korean cosmetic firms. Knowledge Management Research, 21(3), 141–160.
Cui, F., Lin, D., & Qu, H. (2018). The impact of perceived security and consumer innovativeness on e-loyalty in online travel shopping. Journal of Travel & Tourism Marketing, 35(6), 819–834.
Dayoh, M. L., Ari, L., & Agrippina, Y. R. (2022). The effect of social media marketing activities to purchase intention. Jurnal Ilmiah Mahasiswa Manajemen, 11(1), 65–77.
Ebrahim, R. S. (2020). The role of trust in understanding the impact of social media marketing on brand equity and brand loyalty. Journal of Relationship Marketing, 19(4), 287–308. https://doi.org/10.1080/15332667.2019.1705742
Hafez, M. (2021). The impact of social media marketing activities on brand equity in the banking sector in Bangladesh: the mediating role of brand love and brand trust. International Journal of Bank Marketing, 39(7), 1353–1376. https://doi.org/10.1108/IJBM-02-2021-0067
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2016). Multivariate data analysis (8th ed.). Cengage Learning.
Hanaysha, J. R. (2022). Impact of social media marketing features on consumer’s purchase decision in the fast-food industry: Brand trust as a mediator. International Journal of Information Management Data Insights, 2(2), 100102. https://doi.org/10.1016/j.jjimei.2022.100102
Haudi, Handayani, W., Musnaini, Suyoto, Y. T., Prasetio, T., Pital-Oka, E., Wijoyo, H., Yonata, H., Koho, I. R., & Cahyono, Y. (2022). The effect of social media marketing on brand trust, brand equity and brand loyalty. International Journal of Data and Network Science, 6(3), 961–972. https://doi.org/10.5267/j.ijdns.2022.1.015
Hong, I. B., & Cha, H. S. (2013). The mediating role of consumer trust in an online merchant in predicting purchase intention. International Journal of Information Management, 33(6), 927–939.
Hu, L., & Bentler, P. M. (1995). Structural equation modeling: Concepts, issues, and applications. In R. H. Hoyle (Ed.), Evaluating model fit (hal. 76–99). Sage.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: A multidisciplinary journal, 6(1), 1–55. https://doi.org/https://doi.org/10.1080/10705519909540118
Hua, Q., & Chiu, C. L. (2022). Analysis of young Chinese purchase intention on TikTok live streaming. Management Review: An International Journal, 65–99.
Ibrahim, B., Aljarah, A., & Ababneh, B. (2020). Do social media marketing activities enhance consumer perception of brands? A meta-analytic examination. Journal of Promotion Management, 26(4), 544–568.
Ibrahim, B., Aljarah, A., & Sawaftah, D. (2021). Linking social media marketing activities to revisit intention through brand trust and brand loyalty on the coffee shop facebook pages: Exploring sequential mediation mechanism. Sustainability, 13(4), 2277.
Jakwatanaham, S., Phayaphrom, B., & Nurittamont, W. (2022). The impact of social media marketing activities on consumer purchase intention: Case of Facebook live streaming. International Journal of Trend in Scientific Research and Development, 6(3), 659–673.
Jamil, K., Dunnan, L., Gul, R. F., Shehzad, M. U., Gillani, S. H. M., & Awan, F. H. (2021). Role of Social Media Marketing Activities in Influencing Customer Intentions: A Perspective of a New Emerging Era. Frontiers in Psychology, 12.
Karapetrovic, S., & Willborn, W. (2000). Quality assurance and effectiveness of audit systems. International Journal of Quality & Reliability Management.
Kim, A. J., & Ko, E. (2010). Impacts of luxury fashion brand’s social media marketing on customer relationship and purchase intention. Journal of Global Fashion Marketing, 1(3), 164–171.
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business research, 65(10), 1480–1486.
Ko, H.-C., & Chen, Z.-Y. (2020). Exploring the factors driving live streaming shopping intention: a perspective of parasocial interaction. Proceedings of the 2020 International Conference on Management of e-Commerce and e-Government, 36–40.
Leitner, P., & Grechenig, T. (2008). Collaborative shopping networks: Sharing the wisdom of crowds in E-commerce environments. BLED 2008 Proceedings, 21.
Li, B., Guan, Z., Chong, A. Y.-L., & Hou, F. (2018). What drives people to purchase virtual gifts in live streaming? The mediating role of flow. In M. Tanabu & D. Senoo (Ed.), Twenty-Second Pacific Asia Conference on Information Systems (PACIS 2018).
Luk, S. T. K., & Yip, L. S. C. (2008). The moderator effect of monetary sales promotion on the relationship between brand trust and purchase behaviour. Journal of Brand Management, 15(6), 452–464.
Ma, Y. (2021). To shop or not: Understanding Chinese consumers’ live-stream shopping intentions from the perspectives of uses and gratifications, perceived network size, perceptions of digital celebrities, and shopping orientations. Telematics and Informatics, 59, 101562.
Maia, C. R., Lunardi, G. L., Dolci, D., & D’Avila, L. C. (2020). Competitive price and trust as determinants of purchase intention in social commerce. BAR-Brazilian Administration Review, 16(4), 1–24.
Manzoor, U., Baig, S. A., Hashim, M., & Sami, A. (2020). Impact of social media marketing on consumer’s purchase intentions: The mediating role of customer trust. International Journal of Entrepreneurial Research, 3(2), 41–48. https://doi.org/10.31580/ijer.v3i2.1386
Mariska, A., Soesanto, H., & Mahfudz, M. (2018). The effect of brand reputation, product reliability, price and brand admiration on purchasing decision (Study on food products that sold through Instagram at Semarang). Jurnal Sains Pemasaran Indonesia (Indonesian Journal of Marketing Science), 17(3), 164–176.
Moslehpour, M., Ismail, T., Purba, B., & Wong, W.-K. K. (2021). What makes GO-JEK go in Indonesia? The influences of social media marketing activities on purchase intention. Journal of Theoretical and Applied Electronic Commerce Research, 17(1), 89–103. https://doi.org/10.3390/jtaer17010005
Ou, C. X., & Sia, C. L. (2010). Consumer trust and distrust: An issue of website design. International Journal of Human-Computer Studies, 68(12), 913–934.
Parasuraman, A., Zeithaml, V. A., & Berry, L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. 1988, 64(1), 12–40.
Pektas, S. Y., & Hassan, A. (2020). The effect of digital content marketing on tourists’ purchase intention. Journal of Tourismology, 6(1), 79–98.
Sanitnarathorn, P. (2018). An analysis of music fan towards music streaming purchase intention of Thailand’s music industry. Journal of Education and Training Studies, 6(n3a), 78–87.
Sawmong, S. (2022). Examining the Key Factors that Drives Live Stream Shopping Behavior. Emerging Science Journal, 6(6), 1394–1408.
Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8(2), 23–74.
Shaharudin, M. R., Mansor, S. W., Anita, A. A. H., Omar, M. W., & Harun, E. H. (2011). The relationship between product quality and purchase intention: The case of Malaysian’s national motorcycle/scooter manufacturer. African Journal of Business Management, 5(20), 8163–8176.
Suhud, U., Allan, M., Juliana, J., & Rahmi, R. (2024). The drivers of addiction to online shopping, social media, and tourism: A study of cyborg consumers. International Journal of Data and Network Science, 8(3), 1405–1414. https://doi.org/10.5267/j.ijdns.2024.4.002
Sun, Y., Shao, X., Li, X., Guo, Y., & Nie, K. (2019). How live streaming influences purchase intentions in social commerce: An IT affordance perspective. Electronic Commerce Research and Applications, 37(2019), 1–12.
Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2007). Using multivariate statistics (Vol. 5). Pearson Boston, MA.
Tan, F. B., & Sutherland, P. (2004). Online consumer trust: A multi-dimensional model. Journal of Electronic Commerce in Organizations (JECO), 2(3), 40–58.
Walczuch, R., & Lundgren, H. (2004). Psychological antecedents of institution-based consumer trust in e-retailing. Information & Management, 42(1), 159–177.
Wang, S., Paulo Esperança, J., & Wu, Q. (2022). Effects of Live Streaming Proneness, Engagement and Intelligent Recommendation on Users’ Purchase Intention in Short Video Community: Take TikTok (DouYin) Online Courses as an Example. International Journal of Human–Computer Interaction, 1–13.
Wibowo, A., Chen, S. C., Wiangin, U., Ma, Y., & Ruangkanjanases, A. (2021). Customer behavior as an outcome of social media marketing: The role of social media marketing activity and customer experience. Sustainability (Switzerland), 13(1), 1–18. https://doi.org/10.3390/su13010189
Yadav, M., & Rahman, Z. (2017). Measuring consumer perception of social media marketing activities in e-commerce industry: Scale development & validation. Telematics and Informatics, 34(7), 1294–1307.
Yu, F., & Zheng, R. (2021). The effects of perceived luxury value on customer engagement and purchase intention in live streaming shopping. Asia Pacific Journal of Marketing and Logistics, 34(6), 1303–1323.
Zhong, Y., Zhang, Y., Luo, M., Wei, J., Liao, S., Tan, K.-L., & Yap, S. S.-N. (2022). I give discounts, I share information, I interact with viewers: A predictive analysis on factors enhancing college students’ purchase intention in a live-streaming shopping environment. Young Consumers, 23(3), 449–467.