References
[1]. Carman, Ashley. (2020). TikTok reaches 2 billion downloads.
[2]. Rosenblatt, Kalhan. (2021). TikTok surpasses Google as most popular website of the year, new data suggests.NBC News 22.
[3]. Shopify. (2024, April). TikTok statistics: Usage, revenue, and growth trends. Retrieved April 12, 2025,from https:/ /www.shopify.com/zh/blog/tiktok-statistics
[4]. Hoi, N. K., & Yin, L. K. (2023). Short Videos, Big Decisions: A Preliminary Study of TikTok's Role in E-Commerce Consumer Behaviour. European Journal of Business and Management Research, 8(3), 2007. https://doi.org/10.24018/ejbmr.2023.8.3.2007
[5]. Statista. (2024). Social Media Platforms by Monthly Active Users. https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-of-users/
[6]. Financial Times. (2024). Instagram overtakes TikTok in app downloads in race for new users. https://www.ft.com/content/7db1c1b3-5a61-4dee-a922-ade8b9c77522
[7]. DataReportal. (2024). Digital 2024 Global Overview Report. https://datareportal.com/social-media-users
[8]. App Annie. (2023). State of Mobile 2023 Report. https://www.data.ai/en/go/state-of-mobile-2023/
[9]. We Are Social, & Meltwater. (2023). Digital 2023: Global Overview Report. DataReportal. https://datareportal.com/reports/digital-2023-global-overview-reportDataReportal – Global Digital Insights+1DataReportal – Global Digital Insights+1
[10]. eMarketer. (2024). US Social Media Advertising Forecast. https://www.emarketer.com/content/us-social-media-advertising-forecast-2024
[11]. Bloomberg Intelligence. (2023). Global E-commerce Market Analysis. https://www.bloomberg.com/professional/product/bloomberg-intelligence/
[12]. Alphabet Inc. (2023). Annual Report and Form 10-K. https://abc.xyz/investor/
[13]. Covington, P., Adams, J., & Sargin, E. (2016). Deep Neural Networks for YouTube Recommendations. Proceedings of the 10th ACM Conference on Recommender Systems, 191–198. https://doi.org/10.1145/2959100.2959190
[14]. Agrawal, E. (2023). Going Viral: An Analysis of Advertising of Technology Products on TikTok. arXiv preprint arXiv:2402.00010.https://arxiv.org/abs/2402.00010
[15]. Hoàng, C., Nguyen, H. D. U., Duong, T. L. P., Nguyen, H. P., Nguyen, H. T. N., & Le, T. T. T. (2022). The impact of TikTok advertising on Young People's online shopping behavior during the COVID-19 pandemic. International Journal of Smart Business and Technology, 10(1), 145-162.
[16]. Pew Research Center (2023). Teens, Social Media and Technology 2023.pew research.org/internet](https://www.pewresearch.org/internet)
[17]. Sun, Y., et al. (2022). Short-Form Video Engagement... Computers in Human Behavior, 134, 107231. https://doi.org/10.1016/j.chb.2022.107231)
[18]. YouGov (2023). Global Social Media Behavior. https://yougov.com/topics/media
[19]. Statista (2023). Social Media Content Distribution. https://www.statista.com/statistics
[20]. Momentum Works (2023). Live Commerce in Southeast Asia. https://momentum.works/livecommerce
[21]. Anderson, M., Faverio, M., & Gottfried, J. (2023). Teens, social media and technology 2023. Pew Research Center. https://www.issuelab.org/resource/teens-social-media-and-technology-2023-youtube-tiktok-snapchat-and-instagram-remain-the-most-widely-used-online-platforms-among-u-s-teens.html
[22]. Luo, Z. (2024). The Impact of Short Videos and Live Streaming on E-commerce Consumers' Purchasing Decisions. Advances in Economics, Management and Political Sciences, 114, 18-26.
[23]. Wydymus, K. (2023). Social Commerce and Livestreaming E-commerce phenomenon as a new driving force for China E-commerce market development. Zeszyty Naukowe Polskiego Towarzystwa Ekonomicznego w Zielonej Górze, 10(18), 23-40.
[24]. TikTok. (2024). Understanding the Four Key Factors That Affect RPM. TikTok Creator Academy. https://www.tiktok.com/creator-academy/zh-Hans/article/RPM-understanding-the-four-key-factors
[25]. Chen, X., Yao, L., McAuley, J., Zhou, G., & Wang, X. (2023). Deep reinforcement learning in recommender systems: A survey and new perspectives. Knowledge-Based Systems, 264, 110335.
[26]. Socialbakers (2023). Beauty Brand Case Study: e.l.f. Cosmetics.
[27]. Hootsuite (2023). TikTok Trends Report.
[28]. Forbes (2023). How Levi's Used TikTok to Boost Sales. https://www.forbes.com/sites/qai/2023/06/07/how-levis-used-tiktok-to-boost-sales/
Cite this article
Liu,H. (2025). A Digital Marketing Strategy Analysis and Application in the New Media Era: A Case Study of TikTok. Advances in Economics, Management and Political Sciences,189,168-176.
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References
[1]. Carman, Ashley. (2020). TikTok reaches 2 billion downloads.
[2]. Rosenblatt, Kalhan. (2021). TikTok surpasses Google as most popular website of the year, new data suggests.NBC News 22.
[3]. Shopify. (2024, April). TikTok statistics: Usage, revenue, and growth trends. Retrieved April 12, 2025,from https:/ /www.shopify.com/zh/blog/tiktok-statistics
[4]. Hoi, N. K., & Yin, L. K. (2023). Short Videos, Big Decisions: A Preliminary Study of TikTok's Role in E-Commerce Consumer Behaviour. European Journal of Business and Management Research, 8(3), 2007. https://doi.org/10.24018/ejbmr.2023.8.3.2007
[5]. Statista. (2024). Social Media Platforms by Monthly Active Users. https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-of-users/
[6]. Financial Times. (2024). Instagram overtakes TikTok in app downloads in race for new users. https://www.ft.com/content/7db1c1b3-5a61-4dee-a922-ade8b9c77522
[7]. DataReportal. (2024). Digital 2024 Global Overview Report. https://datareportal.com/social-media-users
[8]. App Annie. (2023). State of Mobile 2023 Report. https://www.data.ai/en/go/state-of-mobile-2023/
[9]. We Are Social, & Meltwater. (2023). Digital 2023: Global Overview Report. DataReportal. https://datareportal.com/reports/digital-2023-global-overview-reportDataReportal – Global Digital Insights+1DataReportal – Global Digital Insights+1
[10]. eMarketer. (2024). US Social Media Advertising Forecast. https://www.emarketer.com/content/us-social-media-advertising-forecast-2024
[11]. Bloomberg Intelligence. (2023). Global E-commerce Market Analysis. https://www.bloomberg.com/professional/product/bloomberg-intelligence/
[12]. Alphabet Inc. (2023). Annual Report and Form 10-K. https://abc.xyz/investor/
[13]. Covington, P., Adams, J., & Sargin, E. (2016). Deep Neural Networks for YouTube Recommendations. Proceedings of the 10th ACM Conference on Recommender Systems, 191–198. https://doi.org/10.1145/2959100.2959190
[14]. Agrawal, E. (2023). Going Viral: An Analysis of Advertising of Technology Products on TikTok. arXiv preprint arXiv:2402.00010.https://arxiv.org/abs/2402.00010
[15]. Hoàng, C., Nguyen, H. D. U., Duong, T. L. P., Nguyen, H. P., Nguyen, H. T. N., & Le, T. T. T. (2022). The impact of TikTok advertising on Young People's online shopping behavior during the COVID-19 pandemic. International Journal of Smart Business and Technology, 10(1), 145-162.
[16]. Pew Research Center (2023). Teens, Social Media and Technology 2023.pew research.org/internet](https://www.pewresearch.org/internet)
[17]. Sun, Y., et al. (2022). Short-Form Video Engagement... Computers in Human Behavior, 134, 107231. https://doi.org/10.1016/j.chb.2022.107231)
[18]. YouGov (2023). Global Social Media Behavior. https://yougov.com/topics/media
[19]. Statista (2023). Social Media Content Distribution. https://www.statista.com/statistics
[20]. Momentum Works (2023). Live Commerce in Southeast Asia. https://momentum.works/livecommerce
[21]. Anderson, M., Faverio, M., & Gottfried, J. (2023). Teens, social media and technology 2023. Pew Research Center. https://www.issuelab.org/resource/teens-social-media-and-technology-2023-youtube-tiktok-snapchat-and-instagram-remain-the-most-widely-used-online-platforms-among-u-s-teens.html
[22]. Luo, Z. (2024). The Impact of Short Videos and Live Streaming on E-commerce Consumers' Purchasing Decisions. Advances in Economics, Management and Political Sciences, 114, 18-26.
[23]. Wydymus, K. (2023). Social Commerce and Livestreaming E-commerce phenomenon as a new driving force for China E-commerce market development. Zeszyty Naukowe Polskiego Towarzystwa Ekonomicznego w Zielonej Górze, 10(18), 23-40.
[24]. TikTok. (2024). Understanding the Four Key Factors That Affect RPM. TikTok Creator Academy. https://www.tiktok.com/creator-academy/zh-Hans/article/RPM-understanding-the-four-key-factors
[25]. Chen, X., Yao, L., McAuley, J., Zhou, G., & Wang, X. (2023). Deep reinforcement learning in recommender systems: A survey and new perspectives. Knowledge-Based Systems, 264, 110335.
[26]. Socialbakers (2023). Beauty Brand Case Study: e.l.f. Cosmetics.
[27]. Hootsuite (2023). TikTok Trends Report.
[28]. Forbes (2023). How Levi's Used TikTok to Boost Sales. https://www.forbes.com/sites/qai/2023/06/07/how-levis-used-tiktok-to-boost-sales/