Evidence map›Paper›PMID 34813488›Full record

ArticleJMIR mental health2021

A Smartphone-Based Self-Management Intervention for Individuals with Bipolar Disorder (LiveWell): Qualitative Study on User Experiences of the Behavior Change Process.

Geneva K Jonathan, Cynthia A Dopke, Tania Michaels, Clair R Martin, Chloe Ryan, Alyssa McBride, Pamela Babington, Evan H Goulding

Open access · goldAbstract read
In one paragraph

Article in JMIR mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
0.9field-weighted citation impact, top 27% 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.

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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Trial
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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

8 authors at 2 institutions in 1 country.

Geneva K JonathanDepartment of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0002-4762-561X
Cynthia A DopkeDepartment of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0002-3910-0733
Tania MichaelsDepartment of Pediatrics, Loma Linda Children's Hospital, Loma Linda, CA, United States.ORCID https://orcid.org/0000-0003-0962-5608
Clair R MartinDepartment of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0002-8325-1328
Chloe RyanDepartment of Social Work, UPMC Western Psychiatric Hospital, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0002-8141-1391
Alyssa McBrideFeinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0003-3689-1549
Pamela BabingtonDepartment of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0002-9619-7404
Evan H GouldingDepartment of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0003-3891-6578
Northwestern University · USLoma Linda University Children's Hospital · US

Funding

LiveWell: A Mobile Intervention for Bipolar DisorderR01MH110626 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GOULDING, EVAN H. · 2016 to 2019
$2.9M
A Mobile Behavioral Monitoring Intervention for Bipolar DisorderR34MH100460 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GOULDING, EVAN H. · 2013 to 2015
$695k
NIMH NIH HHS R01 MH110626NIMH NIH HHS R34 MH100460
6 · The paper itself

Abstract

backgroundBipolar disorder is a severe mental illness characterized by recurrent episodes of depressed, elevated, and mixed mood states. The addition of psychotherapy to pharmacological management can decrease symptoms, lower relapse rates, and improve quality of life; however, access to psychotherapy is limited. Mental health technologies such as smartphone apps are being studied as a means to increase access to and enhance the effectiveness of adjunctive psychotherapies for bipolar disorder. Individuals with bipolar disorder find this intervention format acceptable, but our understanding of how people utilize and integrate these tools into their behavior change and maintenance processes remains limited.

objectiveThe objective of this study was to explore how individuals with bipolar disorder perceive and utilize a smartphone intervention for health behavior change and maintenance.

methodsIndividuals with bipolar disorder were recruited via flyers placed at university-affiliated and private outpatient mental health practices to participate in a pilot study of LiveWell, a smartphone-based self-management intervention. At the end of the study, all participants completed in-depth qualitative exit interviews. The behavior change framework developed to organize the intervention design was used to deductively code behavioral targets and determinants involved in target engagement. Inductive coding was used to identify themes not captured by this framework.

resultsIn terms of behavioral targets, participants emphasized the importance of managing mood episode-related signs and symptoms. They also discussed the importance of maintaining regular routines, sleep duration, and medication adherence. Participants emphasized that receiving support from a coach as well as seeking and receiving assistance from family, friends, and providers were important for managing behavioral targets and staying well. In terms of determinants, participants stressed the important role of monitoring for their behavior change and maintenance efforts. Monitoring facilitated self-awareness and reflection, which was considered valuable for staying well. Some participants also felt that the intervention facilitated learning information necessary for managing bipolar disorder but others felt that the information provided was too basic.

conclusionsIn addition to addressing acceptability, satisfaction, and engagement, a person-based design of mental health technologies can be used to understand how people experience the impact of these technologies on their behavior change and maintenance efforts. This understanding may then be used to guide ongoing intervention development. The participants' perceptions aligned with the intervention's primary behavioral targets and use of a monitoring tool as a core intervention feature. Participant feedback further indicates that developing additional content and tools to address building and engaging social support may be an important avenue for improving LiveWell. A comprehensive behavior change framework to understand participant perceptions of their behavior change and maintenance efforts may help facilitate ongoing intervention development.

Indexed as

behaviorbehavioral intervention technologybehavior changebipolar disorderdepressionearly warning signsillness managementinterventionmanagementmHealthperceptionqualitativeself-managementsmartphoneuser experienceutilization

Identifiers

PMID34813488
PMCPMC8663488
OpenAlexW3201201433

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.