OLR and hypothesis results
| Section A | OLR for AA (dependent variable: intention to fully adopt DPMs) | Hypothesis | Result | ||||
|---|---|---|---|---|---|---|---|
| Estimate | Std. error | Wald | df | p-value | |||
| Ease-of-use barrier-breaker | 0.073 | 0.268 | 0.075 | 1 | 0.784 | H1a | Supported |
| Usefulness barrier-breaker | 0.295 | 0.231 | 1.633 | 1 | 0.201 | H2a | Rejected |
| Social influence barrier-breaker | 0.047 | 0.101 | 0.213 | 1 | 0.644 | H3a | Supported |
| Credibility barrier-breaker | 0.942 | 0.179 | 27.687 | 1 | 0.000 | H4a | Supported |
| Note(s): Section A: link function, Logit; Model fitting information, p = 0.000; Goodness of fit, p = 0.831; Pseudo-R2: Cox and Snell 0.500, Nagelkerke 0.545; Test of parallel lines, p = 0.337; AA = Adopters-accepters | |||||||
| Section A | OLR for AA (dependent variable: intention to fully adopt DPMs) | Hypothesis | Result | ||||
|---|---|---|---|---|---|---|---|
| Estimate | Std. error | Wald | df | ||||
| Ease-of-use barrier-breaker | 0.073 | 0.268 | 0.075 | 1 | 0.784 | Supported | |
| Usefulness barrier-breaker | 0.295 | 0.231 | 1.633 | 1 | 0.201 | Rejected | |
| Social influence barrier-breaker | 0.047 | 0.101 | 0.213 | 1 | 0.644 | Supported | |
| Credibility barrier-breaker | 0.942 | 0.179 | 27.687 | 1 | 0.000 | Supported | |
| Section B | OLR for AR (dependent variable: intention to fully adopt DPMs) | Hypothesis | Result | ||||
|---|---|---|---|---|---|---|---|
| Estimate | Std. error | Wald | df | p-value | |||
| Ease-of-use barrier-breaker | −0.020 | 0.157 | 0.016 | 1 | 0.900 | H1b | Rejected |
| Usefulness barrier-breaker | 0.655 | 0.160 | 16.704 | 1 | 0.000 | H2b | Supported |
| Social influence barrier-breaker | 0.263 | 0.088 | 8.881 | 1 | 0.003 | H3b | Supported |
| Credibility barrier-breaker | 0.348 | 0.126 | 7.650 | 1 | 0.006 | H4b | Supported |
| Section B | OLR for AR (dependent variable: intention to fully adopt DPMs) | Hypothesis | Result | ||||
|---|---|---|---|---|---|---|---|
| Estimate | Std. error | Wald | df | ||||
| Ease-of-use barrier-breaker | −0.020 | 0.157 | 0.016 | 1 | 0.900 | Rejected | |
| Usefulness barrier-breaker | 0.655 | 0.160 | 16.704 | 1 | 0.000 | Supported | |
| Social influence barrier-breaker | 0.263 | 0.088 | 8.881 | 1 | 0.003 | Supported | |
| Credibility barrier-breaker | 0.348 | 0.126 | 7.650 | 1 | 0.006 | Supported | |
Note(s): Section B: link function, Logit; model fitting information, p = 0.000; goodness of fit, p = 0.000; pseudo-R2: Cox and Snell 0.225, Nagelkerke 0.375; Test of parallel lines, p = 1.000; AR = Adopters-resisters
Source(s): The author’s own creation/work
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