Correlations between latent variables with square root of AVEs in the main diagonal (HTMT values in brackets)
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Social overload | 0.74 | |||||||||||
| 2. Disclosure | 0.08 (0.12) | 0.79 | ||||||||||
| 3. Pattern | 0.13 (0.23) | −0.04 (0.09) | 0.76 | |||||||||
| 4. Complexity | −0.05 (0.11) | −0.16 (0.19) | 0.32 (0.57) | 0.74 | ||||||||
| 5. Uncertainty | 0.08 (0.12) | 0.03 (0.06) | 0.09 (0.17) | 0.11 (0.19) | 0.83 | |||||||
| 6. Invasion | 0.03 (0.16) | −0.09 (0.13) | 0.24 (0.31) | 0.37 (0.50) | 0.33 (0.19) | 0.82 | ||||||
| 7. Deficient SNS self-control | −0.02 (0.09) | −0.18 (0.22) | 0.14 (0.20) | −0.18 (0.10) | 0.02 (0.16) | 0.07 (0.13) | 0.71 | |||||
| 8. Academic SNS use | 0.16 (0.22) | 0.07 (0.13) | −0.01 (0.12) | 0.15 (0.19) | 0.20 (0.18) | 0.24 (0.28) | 0.16 (0.18) | 0.79 | ||||
| 9. Student vitality | 0.32 (0.41) | 0.32 (0.06) | −0.09 (0.16) | −0.17 (0.22) | 0.03 (0.19) | −0.18 (0.22) | 0.14 (0.20) | 0.03 (0.19) | 0.76 | |||
| 10. Satisfaction with academic life | 0.29 (0.38) | 0.53 (0.60) | −0.06 (0.14) | −0.18 (0.10) | 0.02 (0.16) | 0.06 (0.09) | 0.10 (0.12) | 0.17 (15) | 0.24 (0.31) | 0.79 | ||
| 11. Study performance | 0.42 (0.59) | 0.57 (0.66) | −0.08 (0.10) | −0.11 (0.15) | −0.04 (0.16) | −0.03 (0.06) | 0.04 (0.08) | −0.01 (0.04) | 0.47 (0.56) | 0.01 (0.03) | 0.85 | |
| 12. Career development | −0.05 (0.07) | −0.09 (0.09) | 0.06 (0.10) | 0.11 (0.19) | −0.08 (0.13) | 0.08 (0.09) | 0.14 (0.16) | 0.10 (0.14) | −0.04 (0.09) | 0.11 (0.13) | −0.10 (0.12) | 0.87 |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Social overload | ||||||||||||
| 2. Disclosure | 0.08 (0.12) | |||||||||||
| 3. Pattern | 0.13 (0.23) | −0.04 (0.09) | ||||||||||
| 4. Complexity | −0.05 (0.11) | −0.16 (0.19) | 0.32 (0.57) | |||||||||
| 5. Uncertainty | 0.08 (0.12) | 0.03 (0.06) | 0.09 (0.17) | 0.11 (0.19) | ||||||||
| 6. Invasion | 0.03 (0.16) | −0.09 (0.13) | 0.24 (0.31) | 0.37 (0.50) | 0.33 (0.19) | |||||||
| 7. Deficient SNS self-control | −0.02 (0.09) | −0.18 (0.22) | 0.14 (0.20) | −0.18 (0.10) | 0.02 (0.16) | 0.07 (0.13) | ||||||
| 8. Academic SNS use | 0.16 (0.22) | 0.07 (0.13) | −0.01 (0.12) | 0.15 (0.19) | 0.20 (0.18) | 0.24 (0.28) | 0.16 (0.18) | |||||
| 9. Student vitality | 0.32 (0.41) | 0.32 (0.06) | −0.09 (0.16) | −0.17 (0.22) | 0.03 (0.19) | −0.18 (0.22) | 0.14 (0.20) | 0.03 (0.19) | ||||
| 10. Satisfaction with academic life | 0.29 (0.38) | 0.53 (0.60) | −0.06 (0.14) | −0.18 (0.10) | 0.02 (0.16) | 0.06 (0.09) | 0.10 (0.12) | 0.17 (15) | 0.24 (0.31) | |||
| 11. Study performance | 0.42 (0.59) | 0.57 (0.66) | −0.08 (0.10) | −0.11 (0.15) | −0.04 (0.16) | −0.03 (0.06) | 0.04 (0.08) | −0.01 (0.04) | 0.47 (0.56) | 0.01 (0.03) | ||
| 12. Career development | −0.05 (0.07) | −0.09 (0.09) | 0.06 (0.10) | 0.11 (0.19) | −0.08 (0.13) | 0.08 (0.09) | 0.14 (0.16) | 0.10 (0.14) | −0.04 (0.09) | 0.11 (0.13) | −0.10 (0.12) |
Note(s): HTMT, heterotrait-monotrait ratio; SNS, social networking sites