Hypothesis testing direct effects
| Hypothesis | Relationships | Std. Beta | Std. Dev. | T value | p-values | PCI LL | PCI UL | Hypothesis results |
|---|---|---|---|---|---|---|---|---|
| H1 | IC→IO | 0.187 | 0.055 | 3.377 | p < 0.001 | 0.093 | 0.276 | Supported |
| H2 | TP→IO | 0.09 | 0.051 | 1.774 | 0.038 | 0.004 | 0.171 | Supported |
| H3 | VS→IO | 0.222 | 0.053 | 4.203 | p < 0.001 | 0.133 | 0.307 | Supported |
| H4 | IN→IO | 0.119 | 0.057 | 2.072 | 0.019 | 0.025 | 0.216 | Supported |
| H5 | SY→IO | 0.057 | 0.056 | 1.019 | 0.154 | −0.036 | 0.146 | Not supported |
| H6 | IO→FA | 0.295 | 0.047 | 6.232 | p < 0.001 | 0.213 | 0.37 | Supported |
| H7 | FA→DI | 0.121 | 0.047 | 2.567 | 0.005 | 0.043 | 0.198 | Supported |
| Hypothesis | Relationships | Std. Beta | Std. Dev. | T value | Hypothesis results | |||
|---|---|---|---|---|---|---|---|---|
| H1 | IC→IO | 0.187 | 0.055 | 3.377 | 0.093 | 0.276 | Supported | |
| H2 | TP→IO | 0.09 | 0.051 | 1.774 | 0.038 | 0.004 | 0.171 | Supported |
| H3 | VS→IO | 0.222 | 0.053 | 4.203 | 0.133 | 0.307 | Supported | |
| H4 | IN→IO | 0.119 | 0.057 | 2.072 | 0.019 | 0.025 | 0.216 | Supported |
| H5 | SY→IO | 0.057 | 0.056 | 1.019 | 0.154 | −0.036 | 0.146 | Not supported |
| H6 | IO→FA | 0.295 | 0.047 | 6.232 | 0.213 | 0.37 | Supported | |
| H7 | FA→DI | 0.121 | 0.047 | 2.567 | 0.005 | 0.043 | 0.198 | Supported |
DI = discontinuance intention; FA = fatigue; IC = information complexity; IN = interactivity; IO = information overload; SY = synchronicity; TP = time pressure; VS = visibility; Std. Beta = standardized beta coefficient; Std. Dev. = standard deviation; PCI LL = percentile confidence interval (lower level); PCI UL = percentile confidence interval (upper level)
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