Longitudinal Data Analyses

Assess outcomes over time using mixed models, latent variable modeling or growth mixture modeling, and survival analyses. Examples of publications with longitudinal analyses include:


Mixed model analysis to evaluate the impact of facial burns on physical health over time in burn patients.

Paper submitted


Growth mixture modeling to examine the trajectories of satisfaction with life in burn survivors and trajectories of physical and mental health in burn survivors.

Amtmann D, Bocell FD, McMullen K, Bamer AM, Johnson KL, Wiechman SA, Schneider JC. Satisfaction With Life Over Time in People With Burn Injury: A National Institute on Disability, Independent Living, and Rehabilitation Research Burn Model System Study. Arch Phys Med Rehabil. 2017 Oct 16. pii: S0003-9993(17)31267-4.