Necessary condition analysis (NCA)
| PLS-SEM results | NCA results | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Relationship | Original sample (O) | Sample mean (M) | Standard deviation (St. dev) | t-statistics (|O/STDEV|) | p-values | Variable | Original effect size | 95.0% | Permutation p-value |
| ATT → INT | 0.149 | 0.151 | 0.051 | 2.940 | 0.002 | ATT | 0.083 | 0.021 | 0.000 |
| PBC → INT | 0.078 | 0.077 | 0.064 | 1.224 | 0.110 | PBC | 0.098 | 0.011 | 0.000 |
| SN → INT | 0.083 | 0.085 | 0.045 | 1.858 | 0.032 | SN | 0.082 | 0.045 | 0.000 |
| HV → INT | 0.243 | 0.245 | 0.061 | 3.959 | 0.000 | HV | 0.157 | 0.068 | 0.000 |
| SV → INT | 0.293 | 0.291 | 0.070 | 4.177 | 0.000 | SV | 0.156 | 0.043 | 0.000 |
| UV → INT | 0.162 | 0.159 | 0.077 | 2.096 | 0.018 | UV | 0.165 | 0.054 | 0.000 |
| PLS-SEM results | NCA results | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Relationship | Original sample (O) | Sample mean (M) | Standard deviation (St. dev) | Variable | Original effect size | 95.0% | Permutation | ||
| ATT → INT | 0.149 | 0.151 | 0.051 | 2.940 | 0.002 | ATT | 0.083 | 0.021 | 0.000 |
| PBC → INT | 0.078 | 0.077 | 0.064 | 1.224 | 0.110 | PBC | 0.098 | 0.011 | 0.000 |
| SN → INT | 0.083 | 0.085 | 0.045 | 1.858 | 0.032 | SN | 0.082 | 0.045 | 0.000 |
| HV → INT | 0.243 | 0.245 | 0.061 | 3.959 | 0.000 | HV | 0.157 | 0.068 | 0.000 |
| SV → INT | 0.293 | 0.291 | 0.070 | 4.177 | 0.000 | SV | 0.156 | 0.043 | 0.000 |
| UV → INT | 0.162 | 0.159 | 0.077 | 2.096 | 0.018 | UV | 0.165 | 0.054 | 0.000 |
Source(s): Authors’ own elaboration
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.