Eating Disorders Clinical Trial
Official title:
Optimizing a Smartphone Application for Individuals With Eating Disorders
This study will augment an existing mobile application for individuals with eating disorders by developing adaptive, tailored content targeting remediation of cognitive distortions. The adaptive application will be deployed and assessed for efficacy relative to the standard product in a randomized controlled trial.
Eating Disorders (ED) are common and serious psychological disorders. Anorexia Nervosa (AN)
has a prevalence estimated at between 0.48% and 0.70% among young females. Bulimia Nervosa
(BN) is a serious mental health problem, with a prevalence of between 1-2% of young women
while clinically significant bulimic behaviors occur in an additional 2-3%. There are
significant barriers to access of evidence-based treatments and current models of individual
psychotherapy will likely never meet the enormous need for psychological services for ED.
Unfortunately, even with treatment, rates of recovery are modest with the best performing
treatments achieving remission in only about 50% of cases while relapse rates are high,
especially if the ED becomes chronic. It is widely acknowledged that a major shift in
intervention practice is needed and that smartphone apps will almost certainly play a role
due to their reach and breadth of functionality.
As the first commercially available smartphone app for EDs, Recovery Record (RR) has
established wide reach and user acceptability. The app provides users with meal and ED
symptom self-monitoring and coping skill strategies in an evidence-based CBT format.
Preliminary pilot data suggest that for a proportion of RR users, using RR is associated with
clinically significant symptom reduction. However, a limitation of the current app is that it
is a "one-size-fits-all" product that does not account for the heterogeneity of ED symptoms.
Genetic, personality and neurocognitive data support distinct clusters of ED presentations
that also differ according to response to treatment, course and outcome. Pilot data confirm
that clinical response to RR is not homogenous across groups and that extent of cognitive
distortions is the most potent factor to predict outcome. There is considerable opportunity
to increase RR's effectiveness across a range of ED symptoms and behaviors by creating
adaptive and tailored content focused on remediation of cognitive distortions.
During Phase 1 of this study screening algorithm will be validated against an unseen,
prospective test dataset of approximately 2,000 users. All candidate predictor variables will
be entered into a Signal Detection Analysis to confirm the sensitivity and specificity of the
screen. Informed by the resultant algorithms, adaptive content will be developed that targets
ED-specific cognitive distortions. To evaluate acceptability, adapted content will be piloted
with approximately 200 individuals for a period of one month. Participant feedback and
utilization data will inform content acceptability and feasibility. By the end of the first
phase tailored content that is acceptable to individuals with specific symptom presentations
will be developed.
Phase 2 will focus on an evaluation of whether an adaptive app offering tailored content
addressing eating related cognitive distortions in a stepped way can outperform the current
standard app. The adaptive content will be integrated into a new, dynamic version of the app
(RR-A) that will then be evaluated against the current app (RR-S). Approximately 5,000
registered users of RR will be randomized to receive either RR augmented with targeted
content (RR-A), or RR in its current standard format (RR-S) over a two-month period. Outcome
data will be measured at baseline, one month, end of treatment, and at six-month follow-up.
At the end of the study period it is predicted that the resultant evidence-based product will
have demonstrated ability to bring about clinically significant reduction in symptoms in more
users than the current app, and thus will have potential to make a substantial public health
impact.
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