Results of the hypotheses tests
| Hypotheses | Path coefficient | SE | t-value | p-value | Sign. effect? | |
|---|---|---|---|---|---|---|
| H1 | Perceived usefulness → Perceived benefits | 0.300 | 0.043 | 6.932 | ≤0.001 | ✓ |
| H2 | Perceived ease of use → Perceived benefits | 0.238 | 0.047 | 5.057 | ≤0.001 | ✓ |
| H3 | Enjoyment → Perceived benefits | 0.327 | 0.051 | 6.409 | ≤0.001 | ✓ |
| H4 | System quality → Perceived benefits | 0.148 | 0.047 | 3.171 | ≤0.001 | ✓ |
| H5 | System diversity → Perceived benefits | 0.012 | 0.048 | 0.257 | 0.796 | × |
| H6 | Device annoyance → Perceived costs | 0.206 | 0.051 | 4.022 | ≤0.001 | ✓ |
| H7 | Surveillance anxiety → Perceived costs | 0.016 | 0.063 | 0.258 | 0.794 | × |
| H8 | Security/privacy risk → Perceived costs | 0.275 | 0.075 | 3.656 | ≤0.001 | ✓ |
| H9 | Perceived benefits → Value-in-use | 0.647 | 0.045 | 14.448 | ≤0.001 | ✓ |
| H10 | Perceived costs → Value-in-use | −0.208 | 0.049 | −4.202 | ≤0.001 | ✓ |
| H11 | Value-in-use → Continuance intention | 0.747 | 0.027 | 27.788 | ≤0.001 | ✓ |
| Hypotheses | Path coefficient | SE | Sign. effect? | |||
|---|---|---|---|---|---|---|
| Perceived usefulness → Perceived benefits | 0.300 | 0.043 | 6.932 | ≤0.001 | ✓ | |
| Perceived ease of use → Perceived benefits | 0.238 | 0.047 | 5.057 | ≤0.001 | ✓ | |
| Enjoyment → Perceived benefits | 0.327 | 0.051 | 6.409 | ≤0.001 | ✓ | |
| System quality → Perceived benefits | 0.148 | 0.047 | 3.171 | ≤0.001 | ✓ | |
| System diversity → Perceived benefits | 0.012 | 0.048 | 0.257 | 0.796 | × | |
| Device annoyance → Perceived costs | 0.206 | 0.051 | 4.022 | ≤0.001 | ✓ | |
| Surveillance anxiety → Perceived costs | 0.016 | 0.063 | 0.258 | 0.794 | × | |
| Security/privacy risk → Perceived costs | 0.275 | 0.075 | 3.656 | ≤0.001 | ✓ | |
| Perceived benefits → Value-in-use | 0.647 | 0.045 | 14.448 | ≤0.001 | ✓ | |
| Perceived costs → Value-in-use | −0.208 | 0.049 | −4.202 | ≤0.001 | ✓ | |
| Value-in-use → Continuance intention | 0.747 | 0.027 | 27.788 | ≤0.001 | ✓ | |
Note(s):
Standard errors (SE), t-, and p-values are computed with 10,000 bootstrap resamples
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