Evidence map›Paper›PMID 36413390›Full record

ArticleJMIR formative research2022

Chatbot-Delivered Cognitive Behavioral Therapy in Adolescents With Depression and Anxiety During the COVID-19 Pandemic: Feasibility and Acceptability Study.

Ginger Nicol, Ruoyun Wang, Sharon Graham, Sherry Dodd, Jane Garbutt

2 registry-linked trialsOpen access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 49 papers, 14 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed, 14 pooled it
14.4field-weighted citation impact, top 1% 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.

NCT04603053 nacompletednot on this map

Acceptability and Effectiveness of an mHealth Intervention to Provide Cognitive Behavioral Therapy (CBT) for Adolescents With Depression/Anxiety

TypeinterventionalSponsorWashington University School of MedicineRan2020 to 2021Enrolled18ConditionsAdolescent Depression, Anxiety DisordersArmsmHealth app
NCT05956886 nacompletednot on this mapstarted 2023, after this paper: background citation

Artificial Intelligence Sleep Chatbot in Emerging Black/African American Adults With Cardiometabolic Risk Factors: a Feasibility Study

TypeinterventionalSponsorUniversity of DelawareRan2023 to 2025Enrolled26ConditionsSleep Deprivation, Insomnia, Metabolic SyndromeArmssleep chatbot
3 · Its place in the literature

Who cites it

49 citing papers in PubMed, 14 syntheses or guidelines pooled it, 107 citations in OpenAlex.

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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

5 authors at 1 institution in 1 country.

Ginger NicolDivision of Child and Adolescent Psychiatry, Department of Psychiatry, Washington University School of Medicine, St Louis, MO, United States.ORCID https://orcid.org/0000-0001-5823-6129
Ruoyun WangDivision of Allergy, Immunology & Pulmonology, Department of Pediatrics, Washington University School of Medicine, St Louis, MO, United States.ORCID https://orcid.org/0000-0003-2230-0728
Sharon GrahamDivision of Allergy, Immunology & Pulmonology, Department of Pediatrics, Washington University School of Medicine, St Louis, MO, United States.ORCID https://orcid.org/0000-0003-0549-222X
Sherry DoddDivision of Allergy, Immunology & Pulmonology, Department of Pediatrics, Washington University School of Medicine, St Louis, MO, United States.ORCID https://orcid.org/0000-0001-8939-9502
Jane GarbuttDivision of Allergy, Immunology & Pulmonology, Department of Pediatrics, Washington University School of Medicine, St Louis, MO, United States.ORCID https://orcid.org/0000-0001-7252-9198
Washington University in St. Louis · US

Funding

WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
NCATS NIH HHS UL1 TR002345
6 · The paper itself

Abstract

backgroundSymptoms of depression and anxiety, suicidal ideation, and self-harm have escalated among adolescents to crisis levels during the COVID-19 pandemic. As a result, primary care providers (PCPs) are often called on to provide first-line care for these youth. Digital health interventions can extend mental health specialty care, but few are evidence based. We evaluated the feasibility of delivering an evidence-based mobile health (mHealth) app with an embedded conversational agent to deliver cognitive behavioral therapy (CBT) to symptomatic adolescents presenting in primary care settings during the pandemic.

objectiveIn this 12-week pilot study, we evaluated the feasibility of delivering the app-based intervention to adolescents aged 13 to 17 years with moderate depressive symptoms who were treated in a practice-based research network (PBRN) of academically affiliated primary care clinics. We also obtained preliminary estimates of app acceptability, effectiveness, and usability.

methodsThis small, pilot randomized controlled trial (RCT) evaluated depressive symptom severity in adolescents randomized to the app or to a wait list control condition. The primary end point was depression severity at 4-weeks, measured by the 9-item Patient Health Questionnaire (PHQ-9). Data on acceptability, feasibility, and usability were collected from adolescents and their parent or legal guardian. Qualitative interviews were conducted with 13 PCPs from 11 PBRN clinics to identify facilitators and barriers to incorporating mental health apps in treatment planning for adolescents with depression and anxiety.

resultsThe pilot randomized 18 participants to the app (n=10, 56%) or to a wait list control condition (n=8, 44%); 17 participants were included in the analysis, and 1 became ineligible upon chart review due to lack of eligibility based on documented diagnosis. The overall sample was predominantly female (15/17, 88%), White (15/17, 88%), and privately insured (15/17, 88%). Mean PHQ-9 scores at 4 weeks decreased by 3.3 points in the active treatment group (representing a shift in mean depression score from moderate to mild symptom severity categories) and 2 points in the wait list control group (no shift in symptom severity category). Teen- and parent-reported usability, feasibility, and acceptability of the app was high. PCPs reported preference for introducing mHealth interventions like the one in this study early in the course of care for individuals presenting with mild or moderate symptoms.

conclusionsIn this small study, we demonstrated the feasibility, acceptability, usability, and safety of using a CBT-based chatbot for adolescents presenting with moderate depressive symptoms in a network of PBRN-based primary care clinics. This pilot study could not establish effectiveness, but our results suggest that further study in a larger pediatric population is warranted. Future study inclusive of rural, socioeconomically disadvantaged, and underrepresented communities is needed to establish generalizability of effectiveness and identify implementation-related adaptations needed to promote broader uptake in pediatric primary care.

trial registrationClinicalTrials.gov NCT04603053; https://clinicaltrials.gov/ct2/show/NCT04603053.

Indexed as

acceptabilityadolescenceadolescentadolescent depressionanxietyCBTchatbotcliniccognitive behavioral therapycomputer mediatedconversational agentCOVID-19datadepressiondigital healthfeasibilityinterventionmental healthmobile healthpandemicpediatricprimary carepsychiatryrelational conversational agentself-harmsuicidetechnology mediatedusabilityyouth

Identifiers

PMID36413390
PMCPMC9683529
OpenAlexW4309659478

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.