Results of testing of hypothesis
| Hypothesis | Path | Mean | SD | t | Supported |
|---|---|---|---|---|---|
| H1 | Optimism → PEOU | 0.469 | 0.06 | 7.921* | Supported |
| H2 | Optimism → PU | 0.074 | 0.035 | 2.123** | Supported |
| H3 | Innovativeness → PEOU | 0.128 | 0.056 | 2.227** | Supported |
| H4 | Innovativeness → PU | 0.019 | 0.036 | 0.528*** | Not Supported |
| H5 | Discomfort → PEOU | 0.139 | 0.046 | 3.016** | Supported |
| H6 | Discomfort → PU | 0.027 | 0.03 | 0.885*** | Not Supported |
| H7 | Insecurity → PEOU | 0.05 | 0.051 | 0.964*** | Not Supported |
| H8 | Insecurity → PU | −0.057 | 0.029 | 1.893*** | Not Supported |
| H9 | PU → ATT | 0.491 | 0.074 | 6.607* | Supported |
| H10 | PU → BI | 0.141 | 0.03 | 4.757* | Supported |
| H11 | PEOU → PU | 0.878 | 0.021 | 41.15* | Supported |
| H12 | PEOU → ATT | 0.303 | 0.076 | 4.006* | Supported |
| H13 | ATT → BI | 0.774 | 0.03 | 26.155* | Supported |
| Hypothesis | Path | Mean | SD | Supported | |
|---|---|---|---|---|---|
| Optimism → PEOU | 0.469 | 0.06 | 7.921* | Supported | |
| Optimism → PU | 0.074 | 0.035 | 2.123** | Supported | |
| Innovativeness → PEOU | 0.128 | 0.056 | 2.227** | Supported | |
| Innovativeness → PU | 0.019 | 0.036 | 0.528*** | Not Supported | |
| Discomfort → PEOU | 0.139 | 0.046 | 3.016** | Supported | |
| Discomfort → PU | 0.027 | 0.03 | 0.885*** | Not Supported | |
| Insecurity → PEOU | 0.05 | 0.051 | 0.964*** | Not Supported | |
| Insecurity → PU | −0.057 | 0.029 | 1.893*** | Not Supported | |
| PU → ATT | 0.491 | 0.074 | 6.607* | Supported | |
| PU → BI | 0.141 | 0.03 | 4.757* | Supported | |
| PEOU → PU | 0.878 | 0.021 | 41.15* | Supported | |
| PEOU → ATT | 0.303 | 0.076 | 4.006* | Supported | |
| ATT → BI | 0.774 | 0.03 | 26.155* | Supported |
Note(s): * p < 0.001 ** p < 0.05 *** p > 0.05
Source(s): Table by author