Table 4.
Fixed and Random Effects for Change in Life Satisfaction in Relation to Unemployment in the Classes Illustrated in Figure 4.
| Resilient | Recovery | Improvement | |
|---|---|---|---|
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|
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|
|
Replication: Part 1 (A)
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| Sample size | 1,982.12 | 370.61 | 108.61 |
| Average probability of class membership | 0.90 | 0.82 | 0.80 |
| Factor means
|
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| Level | 6.45* (0.06) | 6.30* (0.18) | 5.91* (0.57) |
| Slope 1 | −0.13* (0.02) | −0.22 (0.05) | 0.58* (0.16) |
| Slope 2 | −0.02 (0.02) | −1.15* (0.11) | 0.22 (0.18) |
| Slope 3 | 0.07* (0.02) | 0.18* (0.07) | 0.18 (0.16) |
| Variances
|
|||
| Level | 1.41* (0.06) | 1.41* (0.06) | 1.41* (0.06) |
| Slope 1 | 0 | 0 | 0 |
| Slope 2 | 0 | 0 | 0 |
| Slope 3 | 0 | 0 | 0 |
| Covariance between level and slope 1 | 0 | 0 | 0 |
| Covariance between level and slope 2 | 0 | 0 | 0 |
| Covariance between level and slope 3 | 0 | 0 | 0 |
| Covariance between slope 1 and slope 2 | 0 | 0 | 0 |
| Covariance between slope 1 and slope 3 | 0 | 0 | 0 |
| Covariance between slope 2 and slope 2 | 0 | 0 | 0 |
| Residual | 1.90* (0.04) | 1.90* (0.04) | 1.90* (0.04) |
|
Replication: Part 2 (B)
|
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| Sample size | 1,147.16 | 1,313.84 | |
| Average probability of class membership | 0.91 | 0.87 | |
| Factor means
|
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| Level | 6.97** (0.06) | 5.91* (0.06) | |
| Slope 1 | −0.06* (0.01) | −0.15* (0.02) | |
| Slope 2 | −0.10* (0.02) | −0.24* (0.03) | |
| Slope 3 | 0.06* (0.01) | 0.12* (0.02) | |
| Variances
|
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| Level | 1.25* (0.10) | 1.89* (0.14) | |
| Slope 1 | 0.02* (0.01) | 0.10* (0.02) | |
| Slope 2 | 0.11* (0.03) | 0.39* (0.06) | |
| Slope 3 | 0.03* (0.01) | 0.10* (0.02) | |
| Covariance between level and slope 1 | 0.04* (0.02) | 0.17* (0.04) | |
| Covariance between level and slope 2 | −0.03 (0.03) | −0.25* (0.07) | |
| Covariance between level and slope 3 | −0.07* (0.02) | −0.13* (0.04) | |
| Covariance between slope 1 and slope 2 | −0.01 (0.004) | −0.04* (0.01) | |
| Covariance between slope 1 and slope 3 | 0.003 (0.01) | −0.03 (0.02) | |
| Covariance between slope 2 and slope 2 | −0.02* (0.01) | −0.05* (0.03) | |
| Residual | 0.75* (0.04) | 2.64* (0.10) | |
|
Replication: Part 3 (C)
|
|||
| Sample size | 1,159.21 | 1,301.79 | |
| Average probability of class membership | 0.88 | 0.91 | |
| Factor means
|
|||
| Level | 7.23* (0.05) | 6.35* (0.07) | |
| Pre-event slope | −0.71* (0.07) | −1.14* (0.08) | |
| Post-event slope | 0.49* (0.07) | 0.56* (0.08) | |
| Variances
|
|||
| Level | 1.19* (0.08) | 1.70* (0.11) | |
| Pre-event slope | 1.08* (0.17) | 2.04* (0.27) | |
| Post-event slope | 0.88* (0.16) | 1.82* (0.32) | |
| Covariance between level and pre-event slope | −0.17* (0.07) | −0.50* (0.15) | |
| Covariance between level and post-event slope | −0.09 (0.07) | −0.31* (0.13) | |
| Covariance between pre- and post-event slope | −0.72* (0.15) | −0.95* (0.24) | |
| Residual | 0.72* (0.04) | 2.66* (0.11) | |
Note. Replication: Part 1. Factor loadings for slope 1: −4, −3, −2, −1, 0, 0, 0, 0, 0, 0, 0 for the time interval −5 years to 5 years in relation to unemployment. Factor loadings for slope 2: 0, 0, 0, 0, 0, 1, 2, 2, 2, 2, 2 for the time interval −5 years to 5 years in relation to unemployment. Factor loadings for slope 3: 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4 for the time interval −5 years to 5 years in relation to unemployment.
Replication: Part 2. Factor loadings for slope 1: 4, −3, −2, −1, 0, 0, 0, 0, 0, 0, 0 for the time interval −5 years to 5 years in relation to unemployment. Factor loadings for slope 2: 0, 0, 0, 0, 0, 1, 2, 2, 2, 2, 2 for the time interval −5 years to 5 years in relation to unemployment. Factor loadings for slope 3: 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4 for the time interval −5 years to 5 years in relation to unemployment.
Replication: Part 3. Parameter estimates for pre-event slope latent basis slope factor: 0, 0.04, 0.05, 0.16, 0.30, 1, 1, 1, 1, 1, 1 for the time interval −5 years to 5 years in relation to unemployment. Parameter estimates for post-event slope latent basis slope factor: 0, 0, 0, 0, 0, 0, 0.61, 0.81, 0.93, 0.96, 1 for the time interval −5 years to 5 years in relation to unemployment.