Exploring predictors of treatment outcome in cognitive behavior therapy for sleep disturbance following acquired brain injury. Issue 16 (31st July 2018)

• Record Type: Journal Article
• Authors: Nguyen, Sylvia; McKenzie, Dean; McKay, Adam; Wong, Dana; Rajaratnam, Shantha M. W.; Spitz, Gershon; Williams, Gavin; Mansfield, Darren; Ponsford, Jennie
• Is Part Of: Disability and rehabilitation. Volume 40:Issue 16(2018)
• Page Start: 1906
• Page End: 1913
• Publication Date: 2018-07-31
• Subjects: Classification and regression trees -- cognitive behavior therapy -- sleep -- predictors -- treatment outcome -- acquired brain injury; People with disabilities -- Periodicals; Rehabilitation -- Periodicals; 617.03
• DOI: 10.1080/09638288.2017.1315461
• Languages: English
• ISSNs: 0963-8288

Abstract

Abstract: Purpose: To identify predictors of treatment response to cognitive behavior therapy (CBT) for sleep disturbance following acquired brain injury (ABI). Methods: Classification and regression tree (CART) analysis was conducted on individual patient data from two pilot randomized controlled trials (RCTs): one in traumatic brain injury (TBI), the other in stroke. The combined sample comprised 32 participants; 15 receiving CBT and 17 allocated to treatment as usual (TAU). The outcome was reliable improvement on the Pittsburgh Sleep Quality Index (PSQI). Results: Study group was a statistically significant predictor of outcome, with CBT participants more likely to achieve reliable improvements than TAU (OR = 4.88, p = 0.042). Study group (CBT vs. TAU) exhibited an area under the ROC curve (AUROC) of 69%. In separate CART analyzes, verbal memory (CVLT-II >45.5), age (<47.5) and baseline depression (HADS-D > 6) predicted positive outcomes in CBT recipients. Each of these variables added a small (∼5%) but not statistically significant amount to AUROC over study group. Conclusions: In this ABI sample, better memory, younger age, and higher baseline depression were associated with positive treatment response to CBT although individually these variables were not better than group alone in predicting outcomes. The present findings generate hypotheses for further investigation in future studies. Implications for rehabilitation: Cognitive behavior therapy improves sleep quality over treatment as usual in persons with acquired brain injury. Individuals who are younger in age with better memory and co-morbid symptoms of depression are more likely to respond to the treatment. These findings are based on a small sample and can be considered hypothesis generating for future clinical studies.