Table 3.
Model fit comparisons for the latent growth curve analyses of science identity by racial/ethnic group from 9th grade to 3 years post-HS
| Black students’ science identity | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | χ2 | df | p | Δ χ2 | Δdf | p | RMSEA | 90% CI | CFI | TLI | SRMR |
| No growth | 138.47 | 6 | <0.001 | — | — | — | 0.10 | 0.09; 0.12 | 0.38 | 0.69 | 0.14 |
| Linear* | 21.34 | 3 | <0.001 | 117.14 | 3 | <0.001 | 0.05 | 0.03; 0.08 | 0.91 | 0.91 | 0.04 |
| Latinx students’ science identity | |||||||||||
| No growth | 171.17 | 6 | <0.001 | — | — | — | 0.09 | 0.08; 0.10 | 0.55 | 0.78 | 0.13 |
| Linear* | 25.96 | 3 | <0.001 | 145.21 | 3 | <0.001 | 0.05 | 0.03; 0.07 | 0.94 | 0.94 | 0.05 |
| Asian students’ science identity | |||||||||||
| No growth | 45.75 | 6 | <0.001 | — | — | — | 0.06 | 0.05; 0.08 | 0.75 | 0.88 | 0.10 |
| Linear* | 15.05 | 3 | 0.002 | 30.70 | 3 | <0.001 | 0.05 | 0.03; 0.07 | 0.93 | 0.93 | 0.09 |
| White students’ science identity | |||||||||||
| No growth | 718.35 | 6 | <0.001 | — | — | — | 0.10 | 0.10; 0.11 | 0.65 | 0.83 | 0.10 |
| Linear* | 153.56 | 3 | <0.001 | 564.79 | 3 | <0.001 | 0.07 | 0.06; 0.07 | 0.93 | 0.93 | 0.05 |
Note. *Indicates the model with the better fit indices
SOURCE: U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics, High School Longitudinal Study of 2009 (HSLS:09), Base Year, First Year Follow-Up, Second Year Follow-Up