MétaCan
Menu
Back to cohort
Record W4400409461 · doi:10.1101/2024.07.04.24308232

Effectiveness of Video Teletherapy in Treating Child and Adolescent Obsessive-Compulsive Disorder with Exposure and Response Prevention: a Retrospective Longitudinal Observational Study

2024· preprint· en· W4400409461 on OpenAlexaff
Jamie D. Feusner, Nicholas R. Farrell, Mia Nuñez, Nicholas Lume, Catherine W. MacDonald, Patrick B. McGrath, Larry Trusky, Stephen M. Smith, Andreas Rhode

Bibliographic record

VenuemedRxiv · 2024
Typepreprint
Languageen
FieldPsychology
TopicObsessive-Compulsive Spectrum Disorders
Canadian institutionsUniversity of TorontoCentre for Addiction and Mental Health
Fundersnot available
KeywordsObservational studyObsessive compulsiveLongitudinal dataRetrospective cohort studyLongitudinal studyMedicinePsychologyClinical psychologyPsychotherapistComputer scienceInternal medicineData mining

Abstract

fetched live from OpenAlex

Abstract Background An effective primary treatment for obsessive-compulsive disorder (OCD) in children and adolescents as well as adults is exposure and response prevention, a form of cognitive-behavioral therapy. Despite strong evidence supporting the efficacy and effectiveness of exposure and response prevention from studies in research and real-world settings, its clinical use remains limited. This underuse is often attributed to access barriers such as the scarcity of properly trained therapists, geographical constraints, and costs. Some of these barriers may be addressed with virtual behavioral health, providing exposure and response prevention for OCD through video teletherapy and supplemented by app-based therapeutic tools and messaging support between sessions. While studies of teletherapy exposure and response prevention in adults with OCD have shown benefits in research and real-world settings in both small and large samples, studies in children and adolescents thus far have been in small samples and limited to research settings. Objective This study reports on the real-world effectiveness of teletherapy exposure and response prevention for OCD in the largest sample (N=2173) of child and adolescent patients to date. Methods Children and adolescents with OCD were treated with live, face-to-face video teletherapy sessions, with parent/caregiver involvement, using exposure and response prevention. Assessments were conducted at baseline, after 7-11 weeks, and after 13-17 weeks. Additionally, longitudinal assessments of OCD symptoms were performed at weeks 18-30, 31-42, and 43-54. Results Treatment resulted in a median 37.3% decrease in OCD symptoms at 13-17 weeks, and 53.4% of youth met full response criteria at this point. In addition, there were significant reductions in the severity of depression, anxiety, and stress symptoms. The median amount of therapist involvement was 13 appointments and 11.5 hours. Further, symptom improvements were maintained, or improved upon, in the longitudinal assessment period. Conclusions These results show that remote ERP treatment, assisted by technology, can effectively improve symptoms in children and adolescents with OCD in a real-world setting. Notable outcomes were achieved in a relatively small amount of therapist time, demonstrating its efficiency. These findings have implications for widespread dissemination of accessible, evidence-based care for children and adolescents with OCD.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.024
GPT teacher head0.327
Teacher spread0.303 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2024
Admission routes1
Has abstractyes

Explore more

Same venuemedRxivSame topicObsessive-Compulsive Spectrum DisordersFrench-language works237,207