Appendix. Supplemental Table 1. Fit Indices for Latent Class Growth Analysis for Food Insecurity Trajectories, Understanding Coronavirus in America Tracking Survey, April 2020-March 2021a .
No. of Classes | AIC | BIC | AIC-corrected for sample size | Sample size-adjusted BIC | Entropy | Vuong–Lo–Mendell–Rubin likelihood test, P value | Lo–Mendell–Rubin likelihood test, P value |
---|---|---|---|---|---|---|---|
2 | 38,103 | 38,131 | 38,103 | 38,116 | 0.89 | <.001 | <.001 |
3 | 37,046 | 37,092 | 37,046 | 37,067 | 0.81 | <.001 | <.001 |
4 | 36,344 | 36,407 | 36,344 | 36,372 | 0.76 | <.001 | <.001 |
5 | 35,776 | 35,856 | 35,812 | 35,812 | 0.76 | <.001 | <.001 |
6 | 35,638 | 35,736 | 35,638 | 35,682 | 0.76 | .003 | .004 |
7 | 35,509 | 35,624 | 35,510 | 35,561 | 0.74 | .002 | .002 |
8 | 35,452 | 35,584 | 35,452 | 35,511 | 0.73 | <.001 | <.001 |
9 | 35,419 | 35,568 | 35,419 | 35,485 | 0.68 | .48 | .48 |
10 | 35,360 | 35,526 | 35,361 | 35,434 | 0.68 | .32 | .33 |
Abbreviations: AIC, Akaike information criterion; BIC, Bayesian information criterion.
a Analysis excluded participants whose responses did not change during the study period and were grouped a priori. Study n = 2,627. We pre-fixed participants that remained food secure or food insecure into groups before employing latent class growth analysis (LCGA). LCGA was conducted on the remaining subsample with variation in their endorsement of food insecurity over time. Therefore, the 10 classes in total include the 2 pre-fixed groups, and the results of the LCGA showed that 8 classes provided the optimal solution.