Testing dynamic theories requires longitudinal data with at least three assessment points. These assessments should measure relevant contextual factors (e.g., life stress) in addition to depression and personality to allow the examination of dynamic and transactional effects. Multilevel modeling and structural equation modeling offer powerful approaches to evaluating such effects with longitudinal data.