• Physical therapy · Aug 2016

    Multicenter Study

    Adding Psychosocial Factors Does Not Improve Predictive Models for People With Spinal Pain Enough to Warrant Extensive Screening for Them at Baseline.

    • Luc Ailliet, Sidney M Rubinstein, Trynke Hoekstra, Maurits W van Tulder, and Henrica C W de Vet.
    • L. Ailliet, PT, MSc, DC, EMGO+ Institute for Health and Care Research, VU University Medical Center, and Department of Epidemiology and Biostatistics, VU University Medical Center, De Boelelaan 1089a, F Vleugel, Amsterdam 1081 HV, the Netherlands. luc.ailliet@skynet.be.
    • Phys Ther. 2016 Aug 1; 96 (8): 1179-89.

    BackgroundChiropractors throughout the world by and large focus on patients with musculoskeletal complaints who are generally in good health. Currently, it is widely accepted that neck pain and low back pain are best understood as biopsychosocial phenomena.ObjectiveThe purpose of this study was to determine whether certain psychosocial factors provide added value for predicting recovery.DesignThis was a prospective, multicenter, chiropractic, practice-based cohort study in Belgium and the Netherlands.MethodsA total of 917 participants, 326 with neck pain and 591 with low back pain, completed self-administered questionnaires at baseline and at 3, 6, and 12 months. They provided information on several demographic, biomedical, and psychosocial variables. Lasting perceived recovery was used as the outcome measure, that is, recovery at all follow-up assessments from 3 months on. Twenty-seven potential predictors of outcome were used to build the predictive model. Stepwise, backward generalized estimating equation regression models were used to take into account the clustering of participants within practices. For assessment of the added value of psychosocial variables, 2 model fit indexes were compared.ResultsAfter the addition of psychosocial variables, predictors in the final model for neck pain included occupational status, body mass index, duration of complaints, previous treatment, and participant expectations (the model fit was marginally improved from 0.684 to 0.695 for the area under the curve and from 65.0% to 66.1% for the percentage correctly predicted). In the final model for low back pain, the selected predictors included country of treatment, age, duration of complaints, previous imaging, and somatization (the area under the curve changed from 0.669 to 0.715, and the percentage correctly predicted changed from 68.6% to 69.5%). Only a minority of participants had high scores on psychological variables.LimitationsThe reliability and validity of lasting recovery as an outcome measure have not been tested. The cohort needs to be seen as a convenience sample. Selection bias, therefore, not be ruled out. There are no indications, however, that patients with complex psychosocial profiles were excluded from this study.ConclusionsPsychosocial variables provided little added value for predicting outcome in people who had neck pain or low back pain and sought chiropractic care. Therefore, chiropractors should not screen extensively for them at baseline. With regard to the identification of the small subgroup of people with high scores on psychosocial variables and a high risk for chronic pain, further investigation is needed.© 2016 American Physical Therapy Association.

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