Table 3 Confirmatory factor analysis and chi-square test for competitive models.
From: Mentor support and postdoctoral sustainable careers: evidence from China
No. | Model | χ2 | df | χ2/df | RMSEA | SRMR | CFI | TLI | Comparison | ∆χ2 | ∆df | p |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Five-factor model: MS, WE, EP, SCS, MH | 1003.880 | 362 | 2.773 | 0.072 | 0.053 | 0.914 | 0.903 | ||||
2 | Four-factor model 1: MS, WE, EP, SCS + MH | 1054.379 | 364 | 2.897 | 0.074 | 0.056 | 0.907 | 0.897 | 2 vs 1 | 50.499 | 2 | <0.001 |
3 | Four-factor model 2: MS, WE, EP + SCS, MH | 1418.517 | 364 | 3.897 | 0.092 | 0.088 | 0.858 | 0.842 | 3 vs 1 | 414.637 | 2 | <0.001 |
4 | Four-factor model 3: MS, WE, EP + MH, SCS | 1376.478 | 364 | 3.782 | 0.090 | 0.082 | 0.864 | 0.848 | 4 vs 1 | 373.598 | 2 | <0.001 |
5 | Three-factor model: MS, WE, EP + SCS + MH | 1585.667 | 366 | 4.332 | 0.099 | 0.092 | 0.836 | 0.818 | 5 vs 1 | 581.787 | 4 | <0.001 |
6 | Two-factor model: MS + WE, EP + SCS + MH | 1878.461 | 368 | 5.105 | 0.109 | 0.113 | 0.797 | 0.776 | 6 vs 1 | 874.581 | 6 | <0.001 |
7 | One-factor model: MS + WE + EP + SCS + MH | 2772.901 | 370 | 7.494 | 0.138 | 0.121 | 0.677 | 0.646 | 7 vs 1 | 1769.021 | 8 | <0.001 |