Reliability and convergent validity
| Constructs | Items | Loadings | CA | CR | AVE |
|---|---|---|---|---|---|
| Social overload (SO) | SO1 | 0.896 | 0.903 | 0.932 | 0.775 |
| SO2 | 0.889 | ||||
| SO3 | 0.894 | ||||
| SO4 | 0.841 | ||||
| Communication overload (CO) | CO1 | 0.777 | 0.860 | 0.899 | 0.641 |
| CO2 | 0.819 | ||||
| CO3 | 0.729 | ||||
| CO4 | 0.845 | ||||
| CO5 | 0.829 | ||||
| Information overload (IO) | IO1 | 0.889 | 0.873 | 0.922 | 0.798 |
| IO2 | 0.916 | ||||
| IO3 | 0.874 | ||||
| System feature overload (SFO) | SFO1 | 0.778 | 0.858 | 0.904 | 0.703 |
| SFO2 | 0.866 | ||||
| SFO3 | 0.846 | ||||
| SFO4 | 0.860 | ||||
| Fear of missing out (FoMO) | FoMO1 | 0.923 | 0.918 | 0.942 | 0.803 |
| FoMO2 | 0.933 | ||||
| FoMO3 | 0.876 | ||||
| FoMO4 | 0.850 | ||||
| Social networking SNS fatigue (SF) | SF1 | 0.877 | 0.910 | 0.937 | 0.788 |
| SF2 | 0.847 | ||||
| SF3 | 0.898 | ||||
| SF4 | 0.928 |
| Constructs | Items | Loadings | CA | CR | AVE |
|---|---|---|---|---|---|
| Social overload (SO) | SO1 | 0.896 | 0.903 | 0.932 | 0.775 |
| SO2 | 0.889 | ||||
| SO3 | 0.894 | ||||
| SO4 | 0.841 | ||||
| Communication overload (CO) | CO1 | 0.777 | 0.860 | 0.899 | 0.641 |
| CO2 | 0.819 | ||||
| CO3 | 0.729 | ||||
| CO4 | 0.845 | ||||
| CO5 | 0.829 | ||||
| Information overload (IO) | IO1 | 0.889 | 0.873 | 0.922 | 0.798 |
| IO2 | 0.916 | ||||
| IO3 | 0.874 | ||||
| System feature overload (SFO) | SFO1 | 0.778 | 0.858 | 0.904 | 0.703 |
| SFO2 | 0.866 | ||||
| SFO3 | 0.846 | ||||
| SFO4 | 0.860 | ||||
| Fear of missing out (FoMO) | FoMO1 | 0.923 | 0.918 | 0.942 | 0.803 |
| FoMO2 | 0.933 | ||||
| FoMO3 | 0.876 | ||||
| FoMO4 | 0.850 | ||||
| Social networking SNS fatigue (SF) | SF1 | 0.877 | 0.910 | 0.937 | 0.788 |
| SF2 | 0.847 | ||||
| SF3 | 0.898 | ||||
| SF4 | 0.928 |
Source(s): Authors’ own creation
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