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. 2023 Aug 5;16:3001–3017. doi: 10.2147/PRBM.S411337

Table 1.

Relevant Theories and Variables of the Research on the Continuous Use of Short Videos

Theory Explanatory Variable Explained Variable Author
Uses and Gratifications Theory (UGT) Information / entertainment and communication motivation Continuous use intention Shao and Lee (2020)22
Satisfaction, narcissism and personality traits TikTok participation behavior Meng and Leung (2021)24
Continuous motivation, video sharing behavior and video creation ability Platform stickiness Cuesta-Valiño et al (2022)28
Technology Acceptance Model (TAM) Perceived usefulness, perceived pleasure, perceived ease of use and subjective norms;
User participation, need for achievement, and perceived usefulness
Continuous use intention Chong (2021)20
Huang and Tan (2020)23
Information Systems Continuous Use Model (ECM-ISC) Sense of belonging, perceived entertainment and user satisfaction Continuous use intention →loyalty Ye and Cho (2021)19
Social usefulness, mimic relationship requirements, functional usefulness, and content quality needs met Continuous use intention Zhang et al (2021)30
System characteristic factor → user perception factor Intention of continuous participate Tian et al (2022)31
Others Affordance Theory Four types of functional visibility (live broadcast, search, original discourse and recommendation) Continuous use intention Song et al (2021)26
Information Systems Success Model Recommended algorithm Mou et al (2021)25
Social Attachment Theory Social connection, social dependence, and social identity Yang et al (2021)29
Stressor-Strain-Outcome Greedy recommendation → information narrowing, information redundancy and information overload Non continuous use Ma et al (2021)27