Objective: To evaluate whether baseline disability, work impairment, and job occupation predicted post pain levels of a digital care program (DCP) for chronic spinal pain.
Design: Ad-hoc analysis of a real-world clinical registry of patients undergoing a DCP.
Setting: DCP delivered remotely across the United States.
Subjects: Adults with chronic spinal pain (N = 13,330) enrolled in a DCP through employer-sponsored health plans.
Methods: Predictors included baseline disability (Oswestry Disability Index or Neck Disability Index), work impairment (Work Productivity and Activity Impairment questionnaire-WPAI), and occupation (job type group). Primary outcome was the last pain score reported during the intervention (11-point Numeric Pain Rating Scale). Structural equation modeling was used, adjusted for demographic and clinical covariates. Moderation analysis assessed whether effects varied by pain location (neck vs. low back).
Results: Baseline disability and occupation significantly predicted post-treatment pain. Greater disability was associated with higher last pain scores (β = 0.30, SE 0.02, P < 0.001). Business-related occupations were non-significantly different from trade, transportation, and utilities, but showed higher last pain score than those in goods-producing (β=-0.18, SE 0.07, P = 0.015) and healthcare/education (β=-0.14, SE 0.04, P = 0.001) jobs. WPAI Overall and WPAI Activity were not significant predictors after adjustment. Predictor effects were consistent across spinal locations. Final model explained 21.3% of variance.
Conclusions: Baseline disability and occupation were predictors of outcomes post digital rehabilitation for chronic spinal pain, while work impairment was non-significant. Integrating these factors into routine screening may enhance predictive accuracy, patient communication, and facilitate personalized care pathways. These results encourage confirmatory studies to reinforce these findings.
Trial registration: ClinicalTrials.gov, NCT05417685. Registered on June 14, 2022; https://clinicaltrials.gov/study/NCT05417685.
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