Constant or inconstant? The time-varying effect of danmaku on user engagement in online video platforms

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Publicat a:Internet Research vol. 35, no. 2 (2025), p. 771-797
Autor principal: Yuan, Haixia
Altres autors: Lu, Kevin, Ausaf, Ali, Zhu, Mohan
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Emerald Group Publishing Limited
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022 |a 1066-2243 
022 |a 2054-5657 
022 |a 1051-4805 
024 7 |a 10.1108/INTR-06-2023-0479  |2 doi 
035 |a 3177796475 
045 2 |b d20250101  |b d20251231 
084 |a 46159  |2 nlm 
100 1 |a Yuan, Haixia  |u School of Business, Anhui University, Hefei, China 
245 1 |a Constant or inconstant? The time-varying effect of danmaku on user engagement in online video platforms 
260 |b Emerald Group Publishing Limited  |c 2025 
513 |a Journal Article 
520 3 |a PurposeAs an emerging video comment feature, danmaku is gaining more traction and increasing user interaction, thereby altering user engagement. However, existing research seldom explores how the effectiveness of danmaku on user engagement varies over time. To address this research gap, this study proposes a comprehensive framework drawing on social presence theory and information overload theory. The framework aims to explain how the effectiveness of danmaku in increasing user engagement changes over shorter time intervals.Design/methodology/approachA research model was proposed and empirically tested using data collected from 1,019 movies via Bilibili.com, one of China’s most popular danmaku video platforms. A time-varying effect model (TVEM) was used to examine the proposed research model.FindingsThe study finds that the volume of danmaku and its valence exert a time-varying influence on user engagement. Notably, the study shows that danmaku volume plays a more substantial role in determining user engagement than danmaku valence.Originality/valueThis research offers theoretical insights into the dynamic impact of danmaku on user engagement. The innovative conceptualization and measurement of user engagement advance research on pseudo-synchronous communication engagement. Furthermore, this study offers practical guidelines for effectively managing danmaku comments on online video platforms. 
653 |a Communication 
653 |a Social networks 
653 |a Effectiveness 
653 |a Organizational behavior 
653 |a Influence 
653 |a Time 
653 |a Measurement 
653 |a Research design 
653 |a Research methodology 
653 |a Concept formation 
653 |a Video recordings 
653 |a Valence 
653 |a Synchronous Communication 
653 |a Social Media 
653 |a Video Technology 
653 |a Intellectual Disciplines 
653 |a Behavioral Sciences 
653 |a Behavioral Science Research 
653 |a Interpersonal Relationship 
700 1 |a Lu, Kevin  |u Brunel University London, Uxbridge, UK 
700 1 |a Ausaf, Ali  |u School of Business, Anhui University, Hefei, China 
700 1 |a Zhu, Mohan  |u School of Business, Anhui University, Hefei, China 
773 0 |t Internet Research  |g vol. 35, no. 2 (2025), p. 771-797 
786 0 |d ProQuest  |t ABI/INFORM Global 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/3177796475/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch 
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856 4 0 |3 Full Text - PDF  |u https://www.proquest.com/docview/3177796475/fulltextPDF/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch