Evidence map›Paper›PMID 37432723›Full record

Trial reportJMIR mHealth and uHealth2023

Testing Mechanisms of Change for Text Message-Delivered Cognitive Behavioral Therapy: Randomized Clinical Trial for Young Adult Depression.

Michael J Mason, J Douglas Coatsworth, Nikola Zaharakis, Michael Russell, Aaron Brown, Sydney McKinstry

Registry-linked trialOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05551702 (Treating Depression With Text Delivered Counseling), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
2.2field-weighted citation impact, top 11% of its field
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.

NCT05551702 nacompletednot on this map

Treating Depression With Text Delivered Counseling (Depression Study 2.0)

TypeinterventionalSponsorThe University of Tennessee, KnoxvilleRan2022 to 2025Enrolled103ConditionsModerate DepressionArmsCBT-txt
3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 11 citations in OpenAlex.

  1. Trial
  2. Urban and Rural Differences in the Efficacy of a Mobile Health Depression Treatment for Young Adults.International journal of environmental research and public health · 2024
    Trial
  3. Review
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

6 authors at 3 institutions in 1 country.

Michael J MasonCenter for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, TN, United States.ORCID 0000-0002-3165-1450
J Douglas CoatsworthCenter for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, TN, United States.ORCID 0000-0003-0306-2760
Nikola ZaharakisCenter for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, TN, United States.ORCID 0000-0003-0855-9610
Michael RussellDepartment of Biobehavioral Health, Pennsylvania State University, University Park, PA, United States.ORCID 0000-0002-3956-604X
Aaron BrownCollege of Social Work, University of Kentucky, Lexington, KY, United States.ORCID 0000-0002-9108-0338
Sydney McKinstryCenter for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, TN, United States.ORCID 0009-0009-5489-9721
University of Tennessee at Knoxville · USPennsylvania State University · USUniversity of Kentucky · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCurrent psychiatric epidemiological evidence estimates that 17% of young adults (aged 18-25 years) experienced a major depressive episode in 2020, relative to 8.4% of all adults aged ≥26 years. Young adults with a major depressive episode in the past year are the least likely to receive treatment for depression compared with other age groups.

objectiveWe conducted a randomized clinical trial following our initial 4-week SMS text message-delivered cognitive behavioral therapy (CBT-txt) for depression in young adults. We sought to test mechanisms of change for CBT-txt.

methodsBased on participant feedback, outcome data, and the empirical literature, we increased the treatment dosage from 4-8 weeks and tested 3 mechanisms of change with 103 young adults in the United States. Participants were from 34 states, recruited from Facebook and Instagram and presenting with at least moderate depressive symptomatology. Web-based assessments occurred at baseline prior to randomization and at 1, 2, and 3 months after enrollment. The primary outcome, the severity of depressive symptoms, was assessed using the Beck Depression Inventory II. Behavioral activation, perseverative thinking, and cognitive distortions were measured as mechanisms of change. Participants were randomized to CBT-txt or a waitlist control condition. Those assigned to the CBT-txt intervention condition received 474 fully automated SMS text messages, delivered every other day over a 64-day period and averaging 14.8 (SD 2.4) SMS text messages per treatment day. Intervention texts are delivered via TextIt, a web-based automated SMS text messaging platform.

resultsAcross all 3 months of the study, participants in the CBT-txt group showed significantly larger decreases in depressive symptoms than those in the control group (P<.001 at each follow-up), producing a medium-to-large effect size (Cohen d=0.76). Over half (25/47, 53%) of the treatment group moved into the "high-end functioning" category, representing no or minimal clinically significant depressive symptoms, compared with 15% (8/53) of the control condition. Mediation analysis showed that CBT-txt appeared to lead to greater increases in behavioral activation and greater decreases in cognitive distortions and perseverative thinking across the 3-month follow-up period, which were then associated with larger baseline to 3-month decreases in depression. The size of the indirect effects was substantial: 57%, 41%, and 50% of the CBT-txt effect on changes in depression were mediated by changes in behavioral activation, cognitive distortions, and perseverative thinking, respectively. Models including all 3 mediators simultaneously showed that 63% of the CBT-txt effect was mediated by the combined indirect effects.

conclusionsResults provide evidence for the efficacy of CBT-txt to reduce young adult depressive symptoms through hypothesized mechanisms. To the best of our knowledge, CBT-txt is unique in its SMS text message-delivered modality, the strong clinical evidence supporting efficacy and mechanisms of change.

trial registrationClinicalTrials.gov NCT05551702; https://clinicaltrials.gov/study/NCT05551702.

Indexed as

Cognitive Behavioral TherapyMajor Depressive DisorderText MessagingAdolescentAdultBehavior TherapyDepressionHumansYoung Adultcognitive behavioral therapydepressionmHealth treatmentmobile health treatmentmobile phonerandomized clinical trialSMS text message–delivered treatmentyoung adults

Identifiers

PMID37432723
PMCPMC10369163
OpenAlexW4379536692

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.