TABLE 2.
Summary of fixed effects for SEM 2 predicting latent growth in persistence intentions and predicting scientific mediators (efficacy, identity, and values; N = 203)a
Science efficacy (T2) | Science identity (T2) | Science values (T2) | Persistence intentions | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Intercept | Linear growth | Quadratic growth | ||||||||||
Predictor | b | SE | b | SE | b | SE | b | SE | b | SE | b | SE |
1. Intercept | −1.29*** | 0.18 | −0.02 | 0.03 | −0.01 | 0.03 | 7.36*** | 0.23 | 0.96** | 0.34 | 0.45** | 0.16 |
2. Psychosocial support (T2) | 0.04 | 0.06 | 0.02 | 0.05 | 0.01 | 0.04 | −0.20 | 0.25 | 0.35 | 0.37 | 0.15 | 0.17 |
3. Instrumental support (T2) | 0.15 | 0.07 | −0.003 | 0.06 | −0.02 | 0.05 | −0.22 | 0.31 | −0.08 | 0.45 | 0.04 | 0.21 |
4. Role modeling (T2) | 0.04 | 0.07 | 0.20** | 0.07 | 0.23*** | 0.05 | 0.19 | 0.31 | −0.49 | 0.45 | −0.31 | 0.26 |
5. Overall satisfaction (T2) | 0.06 | 0.08 | 0.04 | 0.08 | −0.01 | 0.06 | 0.61 | 0.38 | 0.35 | 0.53 | 0.10 | 0.24 |
6. Project ownership (T2) | 0.15 | 0.08 | 0.12 | 0.07 | 0.01 | 0.06 | −0.31 | 0.33 | −1.55** | 0.55 | −0.75** | 0.25 |
7. Science efficacy (T2) | 0.10 | 0.34 | 0.41 | 0.51 | 0.22 | 0.22 | ||||||
8. Science identity (T2) | 0.22 | 0.31 | −0.49 | 0.45 | −0.23 | 0.21 | ||||||
9. Science values (T2) | 1.41*** | 0.39 | 0.58 | 0.57 | 0.15 | 0.26 | ||||||
10. Science efficacy (T1) | 0.41*** | 0.06 | ||||||||||
11. Science identity (T1) | 0.52*** | 0.06 | ||||||||||
12. Science values (T1) | 0.50*** | 0.06 | ||||||||||
13. Program code 1 | 0.00 | 0.00 | −0.17 | 1.55 | 0.10 | 0.73 | ||||||
14. Program code 2 | 1.07 | 0.55 | −0.90 | 0.81 | −0.30 | 0.37 | ||||||
15. Program code 3 | 1.21 | 0.53 | 0.29 | 0.90 | 0.05 | 0.42 | ||||||
16. Program code 4 | 0.98 | 0.58 | −0.95 | 0.83 | −0.45 | 0.38 | ||||||
17. Program code 5 | 0.17 | 0.68 | −1.89 | 0.98 | −0.87 | 0.41 | ||||||
R2 | 0.45 | 0.45 | 0.40 | 0.26 | 0.79 | — |
aT1, construct measured at time 1; T2, construct measured at time 2; program codes are dummy-coded indicators of program membership.
**p ≤ 0.005.
***p ≤ 0.001.