Research on the Causes of the “Tik Tok” App Becoming Popular and the Existing Problems
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TikTok has a strong algorithm-driven presentation of contents compared to other SM, with content consumption forming the primary experience on the platform.
“For instance, TikTok has a strong algorithm-driven presentation of contents compared to other SM, with content consumption forming the primary experience on the platform. This distinguishes TikTok from other popular SM, where algorithms are more frequently used to facilitate user interactions rather than primarily shaping content consumption [92].”
From Scrolling through adolescence: a systematic review of the impact of TikTok on adolescent mental health (2025) · cites this paper as [92]
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Why’s Everyone on TikTok Now? The Algorithmized Self and the Future of Self-Making on Social Media
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“On TikTok, unlike on other platforms, the user experience is obviously, unambiguously, and explicitly driven by what is commonly called the “For You” algorithm (Xu et al., 2019).”
MethodZhai, X., & Razali, A. B. (2021) · Universal Journal of Educational Research · doi:10.13189/ujer.2021.090710 · Cited by 121 · see citing works
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The Rise of TikTok: The Evolution of a Social Media Platform During COVID-19
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“In female teens, the presence of body image concerns may be a key mechanism leading from SM use to negative mental health outcomes by amplifying the importance placed on physical appearance and increasing the focus on receiving approval through measurable indicators [ 98 ].”
Espacios de verificación en TikTok. Comunicación y formas narrativas para combatir la desinformación
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“…by the Chinese company ByteDance, in which a message code has been developed around entertainment with large quantities of visual stimuli, which involves a great deal of dynamism, speed of production, consumption of content and creative demand (Li et al., 2019; Shuai, Yuzhen and Yifang, 2019).”
BackgroundTikTok y Twitch: nuevos medios y fórmulas para impactar en la Generación Z
Rivero, A. G., Estrella, E. C. M., & Daimiel, G. B. (2022) · Revista ICONO14 · doi:10.7195/ri14.v20i1.1770 · Cited by 56 · see citing works
The Impact of TikTok on Digital Marketing
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“Studies show that the relationship with influencers generates strong linkages and interactions (Wang, Gu, and Wang 2019; Xu, Yan, and Zhang 2019; Xiao, Wang, and Wang 2019).”
BackgroundTikTok Practices among Teenagers in Portugal: A Uses & Gratifications Approach
Dias, P., & Duarte, A. (2022) · Journalism and Media · doi:10.3390/journalmedia3040041 · Cited by 40 · see citing works
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How effective are user-generated travel short videos in promoting a destination online?
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“The main user group for TikTok, which is young people aged 30 and under, has seen a dramatic increase in usage among Kazakh college students, according to several studies during the COVID-19 pandemic period (Dai & Chen, 2019; Xu et al., 2019).”
Investigating community evolutions in TikTok dangerous and non-dangerous challenges
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“For others, the various marketing strategies of the parent companies of different SVB platforms, such as celebrity endorsements, have promoted the popularity of short videos and short video platforms in China (Xu et al., 2019).”
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“According to the results of our study, younger participants engage less in cyberbullying actions, and according to other studies, younger adolescents also tend to use YouTube and Tik Tok more frequently than other social media (Observatorio Vasco de la Juventud, 2019; Pérez, 2020; Xu et al., 2019).”
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Will you dance to the challenge?
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“Since the inception of the platform, studies have examined the causes of popularity of this new social media platform [11] and motivations of the young TikTok user demographic [12].”
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“Another aspect of TikTok that has caught the attention of researchers concerns its recommendation algorithm (Davis 2021; Xu et al. 2019; Simpson and Semaan 2021).”
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interacción del usuario en TikTok
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Sexualising characteristics of adolescent on TikTok. Comparative study Great Britain–Spain
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“Second, TikTok is widely used in China compared with other social media, and has a very large user base (Xu et al., 2019).”
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“as the popularization of TikTok has attracted a large audience of young people [30].”
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Euskal tiktokerren edukiak eta hizkuntzaren lekua
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“Additionally, it complies with Xu et al (2019) they expressed that TikTok is a highly well-liked platform that is also quite useful in the present situation.”
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بکیر, م. م. ع. (2021) · مجلة البحوث الإعلامیة · doi:10.21608/jsb.2021.197125 · Cited by 1 · see citing works
تأثیر تعرض الشباب لفیدیوهات التیک توک عبر هواتفهم الذکیة على إدراکهم للقیم الاجتماعیة فی المجتمع
فتـحــــــي, م. م. (2021) · Al-Maǧallah Al-Miṣriyyaẗ Li-Buḥūṯ Al-Rāʼī Al-ʿām · doi:10.21608/joa.2021.198145 · Cited by 1 · see citing works
- Authors
- Xu, L., Yan, X., & Zhang, Z.
- ORCID
- Zhang, Zhengwu
- Venue
- Journal of Advanced Management Science
- Publisher
- EJournal Publishing
- Published
- 2019
- Pages
- 59-63
- ISSN
- 2810-9740 (ISSN-L)
- 2168-0787
- OpenAlex
- W3036290145
- Cited by
- 163
- References
- 0
- Citations by year
- 2026: 10 · 2025: 16 · 2024: 28 · 2023: 44 · 2022: 39 · 2021: 21 · 2020: 5
- FWCI
- 8.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Advanced Management Science (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Media and Digital Communication
- Social Sciences › Sociology and Political Science › Digital Marketing and Social Media
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- TikTok, app popularity, social networking sites, user behavior
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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