Web-Based, Human-Guided, or Computer-Guided Transdiagnostic Cognitive Behavioral Therapy in University Students With Anxiety and Depression: Randomized Controlled Trial.


Journal

JMIR mental health
ISSN: 2368-7959
Titre abrégé: JMIR Ment Health
Pays: Canada
ID NLM: 101658926

Informations de publication

Date de publication:
19 Jun 2024
Historique:
received: 03 07 2023
accepted: 28 01 2024
revised: 23 01 2024
medline: 19 6 2024
pubmed: 19 6 2024
entrez: 19 6 2024
Statut: epublish

Résumé

Internet-based cognitive behavioral interventions (iCBTs) are efficacious treatments for depression and anxiety. However, it is unknown whether adding human guidance is feasible and beneficial within a large educational setting. This study aims to potentially demonstrate the superiority of 2 variants of a transdiagnostic iCBT program (human-guided and computer-guided iCBT) over care as usual (CAU) in a large sample of university students and the superiority of human-guided iCBT over computer-guided iCBT. A total of 801 students with elevated levels of anxiety, depression, or both from a large university in the Netherlands were recruited as participants and randomized to 1 of 3 conditions: human-guided iCBT, computer-guided iCBT, and CAU. The primary outcome measures were depression (Patient Health Questionnaire) and anxiety (Generalized Anxiety Disorder scale). Secondary outcomes included substance use-related problems (Alcohol Use Disorder Identification Test and Drug Abuse Screening Test-10 items). Linear mixed models were used to estimate the effects of time, treatment group, and their interactions (slopes). The primary research question was whether the 3 conditions differed in improvement over 3 time points (baseline, midtreatment, and after treatment) in terms of depression and anxiety symptoms. Results were analyzed according to the intention-to-treat principle using multiple imputation. Patients were followed exploratively from baseline to 6 and 12 months. In both short-term and long-term analyses, the slopes for the 3 conditions did not differ significantly in terms of depression and anxiety, although both web-based interventions were marginally more efficacious than CAU over 6 months (P values between .02 and .03). All groups showed significant improvement over time (P<.001). For the secondary outcomes, only significant improvements over time (across and not between groups) were found for drug use (P<.001). Significant differences were found in terms of adherence, indicating that participants in the human-guided condition did more sessions than those in the computer-guided condition (P=.002). The transdiagnostic iCBT program offers a practical, feasible, and efficacious alternative to usual care to tackle mental health problems in a large university setting. There is no indication that human guidance should be preferred over technological guidance. The potential preference of human support also depends on the scale of implementation and cost-effectiveness, which need to be addressed in future trials. International Clinical Trials Registry Platform NL7328/NTR7544; https://trialsearch.who.int/Trial2.aspx?TrialID=NL-OMON26795.

Sections du résumé

BACKGROUND BACKGROUND
Internet-based cognitive behavioral interventions (iCBTs) are efficacious treatments for depression and anxiety. However, it is unknown whether adding human guidance is feasible and beneficial within a large educational setting.
OBJECTIVE OBJECTIVE
This study aims to potentially demonstrate the superiority of 2 variants of a transdiagnostic iCBT program (human-guided and computer-guided iCBT) over care as usual (CAU) in a large sample of university students and the superiority of human-guided iCBT over computer-guided iCBT.
METHODS METHODS
A total of 801 students with elevated levels of anxiety, depression, or both from a large university in the Netherlands were recruited as participants and randomized to 1 of 3 conditions: human-guided iCBT, computer-guided iCBT, and CAU. The primary outcome measures were depression (Patient Health Questionnaire) and anxiety (Generalized Anxiety Disorder scale). Secondary outcomes included substance use-related problems (Alcohol Use Disorder Identification Test and Drug Abuse Screening Test-10 items). Linear mixed models were used to estimate the effects of time, treatment group, and their interactions (slopes). The primary research question was whether the 3 conditions differed in improvement over 3 time points (baseline, midtreatment, and after treatment) in terms of depression and anxiety symptoms. Results were analyzed according to the intention-to-treat principle using multiple imputation. Patients were followed exploratively from baseline to 6 and 12 months.
RESULTS RESULTS
In both short-term and long-term analyses, the slopes for the 3 conditions did not differ significantly in terms of depression and anxiety, although both web-based interventions were marginally more efficacious than CAU over 6 months (P values between .02 and .03). All groups showed significant improvement over time (P<.001). For the secondary outcomes, only significant improvements over time (across and not between groups) were found for drug use (P<.001). Significant differences were found in terms of adherence, indicating that participants in the human-guided condition did more sessions than those in the computer-guided condition (P=.002).
CONCLUSIONS CONCLUSIONS
The transdiagnostic iCBT program offers a practical, feasible, and efficacious alternative to usual care to tackle mental health problems in a large university setting. There is no indication that human guidance should be preferred over technological guidance. The potential preference of human support also depends on the scale of implementation and cost-effectiveness, which need to be addressed in future trials.
TRIAL REGISTRATION BACKGROUND
International Clinical Trials Registry Platform NL7328/NTR7544; https://trialsearch.who.int/Trial2.aspx?TrialID=NL-OMON26795.

Identifiants

pubmed: 38896474
pii: v11i1e50503
doi: 10.2196/50503
doi:

Types de publication

Journal Article Randomized Controlled Trial

Langues

eng

Sous-ensembles de citation

IM

Pagination

e50503

Informations de copyright

©Jurrijn Koelen, Anke Klein, Nine Wolters, Eline Bol, Lisa De Koning, Samantha Roetink, Jorien Van Blom, Bruno Boutin, Jessica Schaaf, Raoul Grasman, Claudia Maria Van der Heijde, Elske Salemink, Heleen Riper, Eirini Karyotaki, Pim Cuijpers, Silvia Schneider, Ronald Rapee, Peter Vonk, Reinout Wiers. Originally published in JMIR Mental Health (https://mental.jmir.org), 19.06.2024.

Auteurs

Jurrijn Koelen (J)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Anke Klein (A)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Nine Wolters (N)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Eline Bol (E)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Lisa De Koning (L)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Samantha Roetink (S)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Jorien Van Blom (J)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

Bruno Boutin (B)

Technical Support Psychology Department, University of Amsterdam, Amsterdam, Netherlands.

Jessica Schaaf (J)

Cognitive Neuroscience Department, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands.

Raoul Grasman (R)

Department of Psychological Methods, University of Amsterdam, Amsterdam, Netherlands.

Claudia Maria Van der Heijde (CM)

Department of Research, Development and Prevention, Student Health Service, University of Amsterdam, Amsterdam, Netherlands.

Elske Salemink (E)

Experimental Psychopathology and Clinical Psychology Lab, Department of Clinical Psychology, Utrecht University, Utrecht, Netherlands.

Heleen Riper (H)

Amsterdam Public Health Research Institute, Department of Clinical Neuro- and Developmental Psychology, Vrije Universiteit, Amsterdam, Netherlands.

Eirini Karyotaki (E)

Amsterdam Public Health Research Institute, Department of Clinical Neuro- and Developmental Psychology, Vrije Universiteit, Amsterdam, Netherlands.

Pim Cuijpers (P)

Amsterdam Public Health Research Institute, Department of Clinical Neuro- and Developmental Psychology, Vrije Universiteit, Amsterdam, Netherlands.

Silvia Schneider (S)

Mental Health Research and Treatment Center, Department of Clinical Child and Adolescent Psychology, Ruhr-Universität Bochum, Bochum, Germany.

Ronald Rapee (R)

Centre for Emotional Health, Department of Psychology, Macquarie University, Sydney, Australia.

Peter Vonk (P)

Department of Research, Development and Prevention, Student Health Service, University of Amsterdam, Amsterdam, Netherlands.

Reinout Wiers (R)

Department of Developmental Psychology, University of Amsterdam, Amsterdam, Netherlands.

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