Hypothesis testing path coefficients – mean, STDEV, t-values, p-values
| Full | Vietnam | China | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Hypothesis | Original sample (O) | p-values | Decision | Original sample (O) | p-values | Decision | Original sample (O) | p-values | Decision |
| AISE → APU = H1a | 0.171 | 0.000 | Accepted | 0.178 | 0.008 | Accepted | 0.154 | 0.013 | Accepted |
| AISE → PEOU = H1b | 0.367 | 0.000 | Accepted | 0.362 | 0.000 | Accepted | 0.357 | 0.000 | Accepted |
| PA → APU = H2a | 0.070 | 0.063 | Rejected | 0.048 | 0.353 | Rejected | 0.091 | 0.073 | Rejected |
| PA → A = H2b | −0.017 | 0.645 | Rejected | −0.063 | 0.194 | Rejected | 0.069 | 0.197 | Rejected |
| PA → PEOU = H2c | 0.182 | 0.000 | Accepted | 0.120 | 0.024 | Accepted | 0.243 | 0.000 | Accepted |
| AIL → APU = H3a | 0.225 | 0.000 | Accepted | 0.236 | 0.001 | Accepted | 0.230 | 0.000 | Accepted |
| AIL → A = H3b | 0.177 | 0.000 | Accepted | 0.158 | 0.010 | Accepted | 0.207 | 0.001 | Accepted |
| AIL → PEOU = H3c | 0.299 | 0.000 | Accepted | 0.320 | 0.000 | Accepted | 0.295 | 0.000 | Accepted |
| SI → AIL = H4a | 0.727 | 0.000 | Accepted | 0.674 | 0.000 | Accepted | 0.784 | 0.000 | Accepted |
| SI → A = H4b | 0.161 | 0.000 | Accepted | 0.149 | 0.005 | Accepted | 0.190 | 0.001 | Accepted |
| SI → I = H4c | 0.078 | 0.054 | Rejected | 0.044 | 0.416 | Rejected | 0.138 | 0.020 | Accepted |
| ID → APU = H5 | 0.114 | 0.004 | Accepted | 0.128 | 0.031 | Accepted | 0.100 | 0.063 | Rejected |
| IQ → APU = H6 | 0.089 | 0.052 | Rejected | 0.068 | 0.296 | Rejected | 0.117 | 0.059 | Rejected |
| IU → APU = H7 | −0.035 | 0.308 | Rejected | −0.053 | 0.252 | Rejected | −0.011 | 0.823 | Rejected |
| PEOU → APU = H8a | 0.330 | 0.000 | Accepted | 0.324 | 0.000 | Accepted | 0.311 | 0.000 | Accepted |
| PEOU → A = H8b | 0.197 | 0.000 | Accepted | 0.218 | 0.000 | Accepted | 0.157 | 0.022 | Accepted |
| PEOU → I = H8c | 0.083 | 0.091 | Rejected | 0.086 | 0.202 | Rejected | 0.078 | 0.291 | Rejected |
| APU → A = H9a | 0.363 | 0.000 | Accepted | 0.260 | 0.000 | Accepted | 0.323 | 0.000 | Accepted |
| APU → I = H9b | 0.300 | 0.000 | Accepted | 0.400 | 0.000 | Accepted | 0.311 | 0.000 | Accepted |
| PP → A = H10a | −0.001 | 0.978 | Rejected | 0.008 | 0.870 | Rejected | −0.032 | 0.570 | Rejected |
| PP → I = H10b | 0.060 | 0.093 | Rejected | 0.048 | 0.298 | Rejected | 0.088 | 0.112 | Rejected |
| PI x A → I = H11 | −0.004 | 0.938 | Rejected | 0.024 | 0.697 | Rejected | −0.045 | 0.505 | Rejected |
| BR x A → I = H12 | −0.043 | 0.307 | Rejected | −0.063 | 0.266 | Rejected | −0.014 | 0.814 | Rejected |
| A → I = H13 | 0.202 | 0.000 | Accepted | 0.249 | 0.000 | Accepted | 0.149 | 0.019 | Accepted |
| Full | Vietnam | China | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Hypothesis | Original sample (O) | Decision | Original sample (O) | Decision | Original sample (O) | Decision | |||
| AISE → APU = | 0.171 | 0.000 | 0.178 | 0.008 | 0.154 | 0.013 | |||
| AISE → PEOU = | 0.367 | 0.000 | 0.362 | 0.000 | 0.357 | 0.000 | |||
| PA → APU = | 0.070 | 0.063 | 0.048 | 0.353 | 0.091 | 0.073 | |||
| PA → A = | −0.017 | 0.645 | −0.063 | 0.194 | 0.069 | 0.197 | |||
| PA → PEOU = | 0.182 | 0.000 | 0.120 | 0.024 | 0.243 | 0.000 | |||
| AIL → APU = | 0.225 | 0.000 | 0.236 | 0.001 | 0.230 | 0.000 | |||
| AIL → A = | 0.177 | 0.000 | 0.158 | 0.010 | 0.207 | 0.001 | |||
| AIL → PEOU = | 0.299 | 0.000 | 0.320 | 0.000 | 0.295 | 0.000 | |||
| SI → AIL = | 0.727 | 0.000 | 0.674 | 0.000 | 0.784 | 0.000 | |||
| SI → A = | 0.161 | 0.000 | 0.149 | 0.005 | 0.190 | 0.001 | |||
| SI → I = | 0.078 | 0.054 | 0.044 | 0.416 | 0.138 | 0.020 | |||
| ID → APU = | 0.114 | 0.004 | 0.128 | 0.031 | 0.100 | 0.063 | |||
| IQ → APU = | 0.089 | 0.052 | 0.068 | 0.296 | 0.117 | 0.059 | |||
| IU → APU = | −0.035 | 0.308 | −0.053 | 0.252 | −0.011 | 0.823 | |||
| PEOU → APU = | 0.330 | 0.000 | 0.324 | 0.000 | 0.311 | 0.000 | |||
| PEOU → A = | 0.197 | 0.000 | 0.218 | 0.000 | 0.157 | 0.022 | |||
| PEOU → I = | 0.083 | 0.091 | 0.086 | 0.202 | 0.078 | 0.291 | |||
| APU → A = | 0.363 | 0.000 | 0.260 | 0.000 | 0.323 | 0.000 | |||
| APU → I = | 0.300 | 0.000 | 0.400 | 0.000 | 0.311 | 0.000 | |||
| PP → A = | −0.001 | 0.978 | 0.008 | 0.870 | −0.032 | 0.570 | |||
| PP → I = | 0.060 | 0.093 | 0.048 | 0.298 | 0.088 | 0.112 | |||
| PI x A → I = | −0.004 | 0.938 | 0.024 | 0.697 | −0.045 | 0.505 | |||
| BR x A → I = | −0.043 | 0.307 | −0.063 | 0.266 | −0.014 | 0.814 | |||
| A → I = | 0.202 | 0.000 | 0.249 | 0.000 | 0.149 | 0.019 |
Note(s): Abbreviations: IU, Information Understandability; ID, Information Diagnosticity; IQ, Information Quality; AISE, AI Self-Efficacy; PA, Perceived Accountability; AIL, AI Literacy; SI, Social Influence; PP, Perceived Privacy Control; PI, Personal Innovativeness; BR, Brand Reputation; PEOU, Perceived ease to use; APU, Assessment Perceived Utility; A, Acceptance; I, Intention
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