Baptista,
G. & Oliveira, T. (2017). Why so serious? Gamification impact in the
acceptance of mobile banking services. Internet
Research, 27(1), 118-139. https://doi.org/10.1108/IntR-10-2015-0295.
Hair, J.F., Hult, G.T.M., Ringle,
C.M. & Sarstedt, M. (2017). A primer
on partial least squares structural equation modeling (PLS-SEM). 2nd edn.
Sage Publications Inc.
Hair, J.F., Risher, J. J.,
Sarstedt, M. & Ringle, C.M. (2019). When to use and how to report the
results of PLS-SEM. European business
review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203.
He, W. & Jin, C. (2024). A
study on the influence of the characteristics of key opinion leaders on
consumers’ purchase intention in live streaming commerce: based on dual-systems
theory. Electronic Commerce Research,
24(2), 1235-1265. https://doi.org/10.1007/s10660-022-09651-8.
Ho, Y.-J., Liu, S. & Wang, L.
(2023). Fun shopping: A randomized field experiment on gamification. Information Systems Research, 34(2), 766-785. https://doi.org/10.1287/isre.2022.1147.
Ki, C.-W. C., Chenn, A., Chong,
S.M. & Cho, E. (2024). Is livestream shopping conceptually new? A
comparative literature review of livestream shopping and TV home shopping
research. Journal of Business Research,
174, 114504. https://doi.org/10.1016/j.jbusres.2024.114504.
Kock, F., Berbekova, A. &
Assaf, A.G. (2021). Understanding and managing the threat of common method
bias: Detection, prevention and control. Tourism
Management Perspectives, 86,
104330. https://doi.org/10.1016/j.tourman.2021.104330.
Koivisto, J. & Hamari, J.
(2019). The rise of motivational information systems: A review of gamification
research. International journal of
information management, 45,
191-210. https://doi.org/10.1016/j.ijinfomgt.2018.10.013.
Krath, J., Schürmann, L. & Von
Korflesch, H.F. (2021). Revealing the theoretical basis of gamification: A
systematic review and analysis of theory in research on gamification, serious
games and game-based learning. Computers
in human behavior, 125, 106963. https://doi.org/10.1016/j.chb.2021.106963.
Li, L., Chen, X. & Zhu, P.
(2024a). How do e-commerce anchors' characteristics influence consumers’
impulse buying? An emotional contagion perspective. Journal of Retailing and Consumer Services, 76, 103587. https://doi.org/10.1016/j.jretconser.2023.103587.
Li, P., Spence, C. & Wu, C.
(2025). What motivate consumers’ purchase intention and the intention to
continue watching in livestream shopping. Humanities
and Social Sciences Communications, 12(1),
1-14. https://doi.org/10.1057/s41599-025-05363-0.
Li, X., Huang, D., Dong, G. &
Wang, B. (2024b). Why consumers have impulsive purchase behavior in live
streaming: the role of the streamer. BMC
psychology, 12(1), 129. https://doi.org/10.1186/s40359-024-01632-w.
Lin, S.-C., Tseng, H.-T., Shirazi,
F., Hajli, N. & Tsai, P.-T. (2023). Exploring factors influencing impulse
buying in live streaming shopping: a stimulus-organism-response (SOR)
perspective. Asia Pacific Journal of
Marketing and Logistics, 35(6),
1383-1403. https://doi.org/10.1108/APJML-12-2021-0903.
Liu, X., Wang, D., Gu, M. &
Yang, J. (2023). Research on the influence mechanism of anchors’
professionalism on consumers’ impulse buying intention in the livestream
shopping scenario. Enterprise Information
Systems, 17(7), 2065457. https://doi.org/10.1080/17517575.2022.2065457.
Long, J., Zaidin, N. & Mai, X.
(2024). Social media influencer streamers and live-streaming shopping:
examining consumer behavioral intention through the lens of the theory of
planned behavior. Future Business
Journal, 10(1), 80. https://doi.org/10.1186/s43093-024-00370-0.
Lu, B., Wu, D. & Zhao, R.
(2022). An investigation into factors affecting individuals' gifting intention
in live streaming: a streamer–content perspective. Journal of Electronic Business & Digital Economics, 1(1/2), 90-110. https://doi.org/10.1108/JEBDE-04-2022-0007.
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. https://doi.org/10.1016/j.tele.2021.101562.
Mehrabian, A. & Russell, J.A.
(1974). An approach to environmental
psychology. The MIT Press.
Ni, S. & Ueichi, H. (2024).
Factors influencing behavioral intentions in livestream shopping: A
cross-cultural study. Journal of
Retailing and Consumer Services, 76,
103596. https://doi.org/10.1016/j.jretconser.2023.103596.
Ryan, R.M. & Deci, E.L. (2024).
Self-determination theory, Encyclopedia of quality of life and
well-being research: Springer, 6229-6235.
Sarstedt, M., Hair, J.F., Pick, M.,
Liengaard, B.D., Radomir, L. & Ringle, C.M. (2022). Progress in partial
least squares structural equation modeling use in marketing research in the
last decade. Psychology & Marketing,
39(5), 1035-1064. https://doi.org/10.1002/mar.21640.
Spais, G., Behl, A., Jain, K.,
Jain, V. & Singh, G. (2022). Promotion and branding from the lens of
gamification in challenging times. Journal
of Promotion Management, 28(4),
413-419. https://doi.org/10.1080/10496491.2021.2008849.
Statista (2025a) 'Live commerce -
statistics & facts'. Available at: https://www.statista.com/topics/8752/livestream-commerce/?srsltid=AfmBOop4WwKLt-JeKu-i0F2CMYH5UvIADps6HHwOCZdeEvx7eymqtEjL#topicOverview (Accessed 25/9/2025).
Statista (2025b) 'TikTok Shop in
Vietnam - statistics & facts'. Available at: https://www.statista.com/topics/12107/tiktok-shop-in-vietnam/?srsltid=AfmBOoqwqrvEiZDkYQbUPhgQG_rGjSV8pgATyPiDIjIT3SR9v9Y1Q9V4#topicOverview (Accessed 29/9/2025).
Tyupa (2011). A theoretical
framework for back-translation as a quality assessment tool. New Voices in Translation Studies, 7(11), 35-46. https://doi.org/10.14456/nvts.2011.4.
Wen, L., Ma, S. & Lyu, S.
(2024). The influence of internet celebrity anchors’ reputation on consumers’
purchase intention in the context of digital economy: from the perspective of
consumers’ initial trust. Applied
Economics, 56(60), 9189-9210. https://doi.org/10.1080/00036846.2023.2299266.
Wolf, T., Weiger, W.H. &
Hammerschmidt, M. (2020). Experiences that matter? The motivational experiences
and business outcomes of gamified services. Journal
of Business Research, 106,
353-364. https://doi.org/10.1016/j.jbusres.2018.12.058.
Xu, X., Wu, J.-H. & Li, Q.
(2020). What drives consumer shopping behavior in live streaming commerce? Journal of electronic commerce research,
21(3), 144-167.
Yu, T., Teoh, A.P., Bian, Q., Liao,
J. & Wang, C. (2025). What drives purchase intention in live streaming
e-commerce? The perspectives of virtual streamers. International Journal of Human–Computer Interaction, 1-20. https://doi.org/10.1080/10447318.2025.2487721.
Zhang, L., Shao, Z., Li, X. &
Feng, Y. (2021). Gamification and online impulse buying: The moderating effect
of gender and age. International Journal
of Information Management, 61,
102267. https://doi.org/10.1016/j.ijinfomgt.2020.102267.
Zhou, Y.
& Huang, W. (2023). The influence of network anchor traits on shopping
intentions in a live streaming marketing context: The mediating role of value
perception and the moderating role of consumer involvement. Economic Analysis and Policy, 78, 332-342. https://doi.org/10.1016/j.eap.2023.02.005.