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

Table 7.

Hypothesis Test Results

Hypothesis Results
H1 Satisfaction has a positive impact on users’ continuous use intention. Supported
H2 Fatigue has a negative impact on users’ continuous use intention of short videos. Supported
H3a Perceived usefulness has a positive effect on satisfaction. Supported
H3b Perceived usefulness has a positive effect on users’ continuous use intention. Supported
H4a Perceived Playfulness has a positive effect on satisfaction. Not supported
H4b Perceived Playfulness has a positive effect on users’ continuous use intention. Supported
H5a Social influence has a positive effect on satisfaction. Supported
H5b Social influence has a positive effect on users’ continuous use intention. Supported
H6a Communication overload has a positive effect on short video users’ fatigue. Supported
H6b Communication overload has a negative effect on the continuous use intention of short video users. Not supported
H7a Information overload has a positive effect on the fatigue of short video users. Supported
H7b Information overload has a negative effect on short video users’ continuous use intention. Not supported
H8a Satisfaction plays a mediating role in the impact of perceived usefulness on users’ continuous use intention. Supported
H8b Satisfaction plays a mediating role in the impact of perceived playfulness on users’ continuous use intention. Not supported
H8c Satisfaction plays a mediating role in the impact of social influence on users’ continuous use intention. Supported
H9a Fatigue plays a mediating role in the impact of communication overload on users’ continuous use intention. Supported
H9b Fatigue plays a mediating role in the impact of information overload on users’ continuous use intention. Supported