Dynamic prediction of work status for workers with occupational injuries: assessing the value of longitudinal observations.

The longitudinal approach outperforms current practice and shows potential for leveraging observational data to dynamically update predictions of RTW in the setting of OI. This approach may enable physicians and workers' compensation programs to manage large populations of injured workers more effectively.