Evidence map›Paper›PMID 40688578›Full record

ArticleDigital health

Computer-based training for cognitive behavioral therapy (CBT4CBT): A mixed methods investigation.

Danielle Downie, Alina Patel, Michael Corman, Claire de Oliveira, Esha Jain, Michelle Patterson, John A Cunningham, Tony P George, Bernard Le Foll, Lena C Quilty

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Danielle DownieCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.ORCID https://orcid.org/0009-0000-3414-8773
Alina PatelCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.
Michael CormanSchool of Culture, Media, and Society, University of the Fraser Valley, Abbotsford, Canada.
Claire de OliveiraCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.
Esha JainCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.
Michelle PattersonUniversity of Prince Edward Island, Charlottetown, Canada.
John A CunninghamDepartment of Psychology, University of Toronto, Toronto, Canada.
Tony P GeorgeCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.
Bernard Le FollCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.ORCID https://orcid.org/0000-0002-6406-4973
Lena C QuiltyCampbell Family Mental Health Research Institute, CAMH, Toronto, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Computer-Based Training for Cognitive Behavioral Therapy (CBT4CBT) is an online intervention for individuals with substance use disorder (SUD). Objective: The aim of this study was: (1) to investigate changes in CBT related skills, quality of life, and SUD severity in adults completing a CBT4CBT intervention, and (2) to explore the participant experience of CBT4CBT in a tertiary hospital specializing in mental health and substance use health in Canada. Methods: Participants included 51 adults seeking treatment for SUD. Participants received access to CBT4CBT over 8 weeks. Measures assessing CBT skills and associated constructs (distress tolerance, change assessment, drug-taking confidence, and change strategies inventory), substance use outcomes, and quality of life were collected at baseline and post-treatment. A qualitative interview was conducted with 26 participants post-treatment. Statistical analysis was conducted using a series of linear mixed effects models examining changes from week 0 to week 8 across all measures. Results: Significant effects of time were found for SUD symptoms, change strategies, distress tolerance, and quality of life. Qualitative analysis found that participants reported the skills modules on managing triggers and dealing with cravings to be the most helpful. Further, participants found the convenience and relatability of the program scenarios most beneficial. Participants suggested that a live connection to a researcher or a practitioner and some technology enhancements would improve the program. Conclusion: The results suggest that CBT4CBT is linked with a reduction in SUD symptoms and an increase in CBT skills, including change strategies and distress tolerance, as well as improved quality of life.

Indexed as

cognitive behavioral therapydigital interventionmixed methodsSubstance usetreatment

Identifiers

PMID40688578
PMCPMC12276506

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.