Table 1.
Measure and Number of Classes | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT |
---|---|---|---|---|---|---|
Improved Relationships | ||||||
1 | 1,347.980 | 1,376.022 | 1,350.663 | – | – | – |
2 | 1,346.821 | 1,385.380 | 1,350.510 | 0.588 | 6.750 | 6.750* |
3 | 1,312.009 | 1,361.083 | 1,316.704 | 0.705 | 18.277 | 18.277*** |
4 | 1,318.009 | 1,377.599 | 1,323.710 | 0.766 | 18.277 | 18.277* |
New Possibilities | ||||||
1 | 1,424.869 | 1,452.912 | 1,427.552 | – | – | – |
2 | 1,403.757 | 1,442.316 | 1,407.446 | 0.663 | 27.112 ** | 27.112 *** |
3 | 1,400.929 | 1,450.003 | 1,405.624 | 0.706 | 8.829 | 8.829 |
4 | 1,406.929 | 1,466.519 | 1,412.630 | 0.767 | 0.000 | 0.000 |
Personal Strength (linear only) | ||||||
1 | 1,537.162 | 1,565.205 | 1,539.845 | – | – | – |
2 | 1,520.352 | 1,558.910 | 1,524.041 | 0.638 | 22.811* | 22.811*** |
3 | 1,502.664 | 1,551.739 | 1,507.360 | 0.740 | 23.687* | 23.687*** |
4 | 1,508.664 | 1,568.255 | 1,514.366 | 0.794 | 6.487 | 6.487 |
Personal Strength (linear and quadratic) | ||||||
1 | 1,492.89 | 1,515.20 | 1,501.31 | 0.66 | 41.15* | 44.02** |
2 | 1,375.54 | 1,431.56 | 1,380.84 | 0.75 | 42.16 * | 44.08 *** |
3 | 1,368.39 | 1,438.42 | 1,375.02 | 0.73 | 14.49 | 15.15* |
4 | 1,375.54 | 1,431.56 | 1,380.84 | 0.75 | 13.64 | 14.25* |
Spiritual Change (linear only) | ||||||
1 | – | – | – | – | – | – |
2 | 1,512.298 | 1,550.856 | 1,515.987 | 0.713 | 43.266* | 43.266*** |
3 | 1,514.401 | 1,563.476 | 1,519.097 | 0.815 | 3.896 | 3.896 |
4 | 1,524.298 | 1,583.888 | 1,529.999 | 0.856 | 44.447 | 44.447 |
Spiritual Change (linear and quadratic) | ||||||
1 | – | – | – | – | – | – |
2 | 1,489.03 | 1,545.05 | 1,494.33 | 0.801 | 54.93 | 57.42 |
3 | 1,426.79 | 1,496.82 | 1,433.42 | 0.860 | 67.18 | 70.23 *** |
4 | 1,434.79 | 1,518.82 | 1,442.74 | 0.640 | 68.46 | 70.23*** |
Appreciation of Life | ||||||
1 | 1,604.691 | 1,632.734 | 1,607.374 | – | – | – |
2 | 1,579.052 | 1,617.611 | 1,582.741 | 0.712 | 31.639*** | 31.639*** |
3 | 1,564.858 | 1,613.932 | 1,569.553 | 0.747 | 20.195 * | 20.195 *** |
4 | 1,570.858 | 1,630.448 | 1,576.559 | 0.799 | −2.379 | −2.379 |
Note. Optimal solutions are marked in bold. AIC = Akaike information criterion; BIC = Bayesian information criterion; aBIC = adjusted BIC; LMR LRT = Lo–Mendell–Rubin likelihood ratio test; BLRT = bootstrap likelihood ratio test.
* p < .05. ** p < .01. *** p < .001.