References
[1]. Sharabati, A. A., AlHamad, A. Q., & Al-Zoubi, R. M. (2022). The impact of TikTok user satisfaction on continuous intention to use the application. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 125. https://doi.org/10.3390/joitmc8030125
[2]. Chen, X., Liu, T., & Wang, Y. (2023). The impact of e-service quality and e-satisfaction on users’ loyalty to TikTok in Russia and China. Journal of Marketing Communications. https://doi.org/10.1080/13527266.2023.2166570
[3]. Sprout Social. (2024). TikTok stats: Updated data & trends for 2024. Retrieved April 22, 2025, from https://sproutsocial.com/insights/tiktok-stats/
[4]. Omar, B., & Dequan, W. (2020). Watch, share or create: The influence of personality traits and user motivation on TikTok mobile video usage. International Journal of Interactive Mobile Technologies (iJIM), 14(4), 121–137. https://doi.org/10.3991/ijim.v14i04.12429
[5]. Centeno, D. (2020). Understanding TikTok: The platform’s features, uses, and popularity among Gen Z. Journal of Digital Media Studies, 12(3), 45–59.
[6]. Wang, S. Z. (2018, November 27). A look into TikTok’s success. Medium. https://medium.com/@seanzhiyangwangsk/a-look-into-tik-toks-success-6c12ebae572c
[7]. Chen, X., Liu, T., & Wang, Y. (2023). The impact of e-service quality and e-satisfaction on users’ loyalty to TikTok in Russia and China. Journal of Marketing Communications. https://doi.org/10.1080/13527266.2023.2166570
[8]. Kaye, D. B. V., Chen, X., & Zeng, J. (2021). The co-evolution of TikTok and content creators: Platforms, labor, and global digital culture. International Journal of Communication, 15, 1147–1166.
[9]. Lee, J., & Lee, H. (2021). The effects of local adaptation strategy and global standardization strategy on user satisfaction in global social media services. Telematics and Informatics, 61, 101602. https://doi.org/10.1016/j.tele.2021.101602
[10]. Omar, B., & Dequan, W. (2020). Watch, share or create: The influence of personality traits and user motivation on TikTok mobile video usage. International Journal of Interactive Mobile Technologies (iJIM), 14(4), 121–137. https://doi.org/10.3991/ijim.v14i04.12429
[11]. Romano, A. (2018, December 10). TikTok explains why it’s the most valuable startup in the world — but you probably only know it for its memes. Vox. https://www.vox.com/culture/2018/12/10/18129126/tiktok-app-musically-meme-cringe
[12]. Shen, Z. (2023). Research on the current development and optimization of TikTok’s digital marketing strategies. Highlights in Business, Economics and Management, 2(1). https://doi.org/10.54097/pqyn9177
[13]. Anderson, M., & Jiang, J. (2018). Teens, social media & technology 2018. Pew Research Center. https://www.pewresearch.org/internet/2018/05/31/teens-social-media-technology-2018/
[14]. De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
[15]. Al Jazeera. (2025, January 17). What you need to know about the upcoming U.S. TikTok ban. Al Jazeera. https://chinese.aljazeera.net/news/2025/1/17
[16]. Martin, K., & Shilton, K. (2022). TikTok and the tension between national security and digital rights. Journal of Cybersecurity, 8(1), tyac012. https://doi.org/10.1093/cybsec/tyac012
Cite this article
Xu,K.;Zhao,Y. (2025). Analysis report on TikTok’s monthly active user attraction (a case study of North America). Journal of Applied Economics and Policy Studies,18(5),26-32.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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References
[1]. Sharabati, A. A., AlHamad, A. Q., & Al-Zoubi, R. M. (2022). The impact of TikTok user satisfaction on continuous intention to use the application. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 125. https://doi.org/10.3390/joitmc8030125
[2]. Chen, X., Liu, T., & Wang, Y. (2023). The impact of e-service quality and e-satisfaction on users’ loyalty to TikTok in Russia and China. Journal of Marketing Communications. https://doi.org/10.1080/13527266.2023.2166570
[3]. Sprout Social. (2024). TikTok stats: Updated data & trends for 2024. Retrieved April 22, 2025, from https://sproutsocial.com/insights/tiktok-stats/
[4]. Omar, B., & Dequan, W. (2020). Watch, share or create: The influence of personality traits and user motivation on TikTok mobile video usage. International Journal of Interactive Mobile Technologies (iJIM), 14(4), 121–137. https://doi.org/10.3991/ijim.v14i04.12429
[5]. Centeno, D. (2020). Understanding TikTok: The platform’s features, uses, and popularity among Gen Z. Journal of Digital Media Studies, 12(3), 45–59.
[6]. Wang, S. Z. (2018, November 27). A look into TikTok’s success. Medium. https://medium.com/@seanzhiyangwangsk/a-look-into-tik-toks-success-6c12ebae572c
[7]. Chen, X., Liu, T., & Wang, Y. (2023). The impact of e-service quality and e-satisfaction on users’ loyalty to TikTok in Russia and China. Journal of Marketing Communications. https://doi.org/10.1080/13527266.2023.2166570
[8]. Kaye, D. B. V., Chen, X., & Zeng, J. (2021). The co-evolution of TikTok and content creators: Platforms, labor, and global digital culture. International Journal of Communication, 15, 1147–1166.
[9]. Lee, J., & Lee, H. (2021). The effects of local adaptation strategy and global standardization strategy on user satisfaction in global social media services. Telematics and Informatics, 61, 101602. https://doi.org/10.1016/j.tele.2021.101602
[10]. Omar, B., & Dequan, W. (2020). Watch, share or create: The influence of personality traits and user motivation on TikTok mobile video usage. International Journal of Interactive Mobile Technologies (iJIM), 14(4), 121–137. https://doi.org/10.3991/ijim.v14i04.12429
[11]. Romano, A. (2018, December 10). TikTok explains why it’s the most valuable startup in the world — but you probably only know it for its memes. Vox. https://www.vox.com/culture/2018/12/10/18129126/tiktok-app-musically-meme-cringe
[12]. Shen, Z. (2023). Research on the current development and optimization of TikTok’s digital marketing strategies. Highlights in Business, Economics and Management, 2(1). https://doi.org/10.54097/pqyn9177
[13]. Anderson, M., & Jiang, J. (2018). Teens, social media & technology 2018. Pew Research Center. https://www.pewresearch.org/internet/2018/05/31/teens-social-media-technology-2018/
[14]. De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
[15]. Al Jazeera. (2025, January 17). What you need to know about the upcoming U.S. TikTok ban. Al Jazeera. https://chinese.aljazeera.net/news/2025/1/17
[16]. Martin, K., & Shilton, K. (2022). TikTok and the tension between national security and digital rights. Journal of Cybersecurity, 8(1), tyac012. https://doi.org/10.1093/cybsec/tyac012