External Validation and Update of a Prediction Rule for the Duration of Sickness Absence Due to Common Mental Disorders

Giny Norder*, Corne A. M. Roelen, Jac J. L. van der Klink, Ute Bultmann, J. K. Sluiter, K. Nieuwenhuijsen

*Corresponding author for this work

    Research output: Contribution to journalArticleAcademicpeer-review

    5 Citations (Scopus)
    249 Downloads (Pure)

    Abstract

    Purpose The objective of the present study was to validate an existing prediction rule (including age, education, depressive/anxiety symptoms, and recovery expectations) for predictions of the duration of sickness absence due to common mental disorders (CMDs) and investigate the added value of work-related factors. Methods A prospective cohort study including 596 employees who reported sick with CMDs in the period from September 2013 to April 2014. Work-related factors were measured at baseline with the Questionnaire on the Experience and Evaluation of Work. During 1-year follow-up, sickness absence data were retrieved from an occupational health register. The outcome variables of the study were sickness absence (no = 0, yes = 1) at 3 and 6 months after reporting sick with CMDs. Discrimination between workers with and without sickness absence was investigated at 3 and 6 months with the area under the receiver operating characteristic curve (AUC). Results A total of 220 (37 %) employees agreed to participate and 211 (35 %) had complete data for analysis. Discrimination was poor with AUC = 0.69 and AUC = 0.55 at 3 and 6 months, respectively. When 'variety in work' was added as predictor variable, discrimination between employees with and without CMD sickness absence improved to AUC = 0.74 (at 3 months) and AUC = 0.62 (at 6 months). Conclusions The original prediction rule poorly predicted CMD sickness absence duration. After adding 'variety in work', the prediction rule discriminated between employees with and without CMD sickness absence 3 months after reporting sick. This new prediction rule remains to be validated in other populations.

    Original languageEnglish
    Pages (from-to)202-209
    Number of pages8
    JournalJournal of Occupational Rehabilitation
    Volume27
    Issue number2
    Early online date3-Jun-2016
    DOIs
    Publication statusPublished - Jun-2017

    Keywords

    • Mental disorders
    • Prognosis
    • Return to work
    • Sick leave
    • Validation studies
    • SYMPTOM QUESTIONNAIRE 4DSQ
    • DISABILITY PENSION
    • PROGNOSTIC MODELS
    • RISK-FACTORS
    • WORK
    • HEALTH
    • POPULATION
    • RETURN
    • RECLASSIFICATION
    • ENVIRONMENT

    Cite this