Test of indirect effects on m-shopping intention
| Indirect effects | Shopping enjoyment | Value consciousness | Effect | Boot SE | Bias-corrected LLCI | Bias-corrected ULCI |
|---|---|---|---|---|---|---|
| Shopping enjoyment → Usefulness → Mobile shopping intention | Low | − | 0.293*** | 0.067 | 0.170 | 0.433 |
| Moderate | − | 0.221*** | 0.052 | 0.130 | 0.336 | |
| High | − | 0.149*** | 0.051 | 0.066 | 0.268 | |
| − | Low | 0.176*** | 0.053 | 0.086 | 0.297 | |
| − | Moderate | 0.221*** | 0.052 | 0.130 | 0.336 | |
| − | High | 0.266*** | 0.060 | 0.156 | 0.396 | |
| Value consciousness→ Usefulness→ Mobile shopping intention | Low | − | 0.159** | 0.080 | 0.004 | 0.314 |
| Moderate | − | 0.120** | 0.060 | 0.001 | 0.237 | |
| High | − | 0.081* | 0.045 | 0.006 | 0.183 | |
| − | Low | 0.095* | 0.052 | 0.003 | 0.211 | |
| − | Moderate | 0.120** | −060 | 0.001 | 0.237 | |
| − | High | 0.144** | 0.071 | 0.004 | 0.282 | |
| Value consciousness→ Ease of use→ Mobile shopping intention | Low | − | 0.055 | 0.035 | 0.006 | 0.148 |
| Moderate | − | 0.079** | 0.039 | 0.017 | 0.173 | |
| High | − | 0.104** | 0.053 | 0.022 | 0.239 | |
| − | Low | 0.119** | 0.058 | 0.027 | 0.260 | |
| − | Moderate | 0.079** | 0.039 | 0.017 | 0.173 | |
| − | High | 0.040 | 0.029 | 0.003 | 0.119 |
| Indirect effects | Shopping enjoyment | Value consciousness | Effect | Boot SE | Bias-corrected LLCI | Bias-corrected ULCI |
|---|---|---|---|---|---|---|
| Shopping enjoyment → Usefulness → Mobile | Low | − | 0.293 | 0.067 | 0.170 | 0.433 |
| Moderate | − | 0.221 | 0.052 | 0.130 | 0.336 | |
| High | − | 0.149 | 0.051 | 0.066 | 0.268 | |
| − | Low | 0.176 | 0.053 | 0.086 | 0.297 | |
| − | Moderate | 0.221 | 0.052 | 0.130 | 0.336 | |
| − | High | 0.266 | 0.060 | 0.156 | 0.396 | |
| Value consciousness→ Usefulness→ Mobile | Low | − | 0.159 | 0.080 | 0.004 | 0.314 |
| Moderate | − | 0.120 | 0.060 | 0.001 | 0.237 | |
| High | − | 0.081 | 0.045 | 0.006 | 0.183 | |
| − | Low | 0.095 | 0.052 | 0.003 | 0.211 | |
| − | Moderate | 0.120 | −060 | 0.001 | 0.237 | |
| − | High | 0.144 | 0.071 | 0.004 | 0.282 | |
| Value consciousness→ Ease of use→ Mobile | Low | − | 0.055 | 0.035 | 0.006 | 0.148 |
| Moderate | − | 0.079 | 0.039 | 0.017 | 0.173 | |
| High | − | 0.104 | 0.053 | 0.022 | 0.239 | |
| − | Low | 0.119 | 0.058 | 0.027 | 0.260 | |
| − | Moderate | 0.079 | 0.039 | 0.017 | 0.173 | |
| − | High | 0.040 | 0.029 | 0.003 | 0.119 |
Notes:
*** p < 0.01; ** p < 0.05; * p < 0.10; bootstrapped CIs were derived from 5,000 replications. High = 1 SD above the mean; Moderate = mean; Low = 1 SD below the mean
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