Predicting long-term sickness absence with employee questionnaires and administrative records: a prospective cohort study of hospital employees.

The best predictive performance was reached with a model including both questionnaire responses and administrative records. Prediction was almost as accurate with models using only variables from one of these data sources. Further research is needed to examine the generalizability of these findings.