Modeling Mood Course to Detect Markers of Effective Adaptive Interventions
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Bipolar disorder is a chronic illness of profound shifts in mood ranging from mania to depression. Bipolar disorder is successfully treated by combining medication with psychosocial therapy, but care can prove inadequate in practice. With gaps in coverage and medication, along with imprecise guidelines on when, where, and how to intervene, promising psychosocial therapies require adaptive strategies to better address the specific needs of individuals in a timely manner. To accomplish this, however, requires evidence-based practices for adapting a psychosocial therapy. The long-term goal of this study is to address this knowledge gap, by establishing a mobile health platform for translating a psychosocial therapy in bipolar disorder into an effective adaptive intervention.
An important first step and the specific goal of this study is to answer the question of how to engage individuals with bipolar disorder in long-term monitoring of their daily patterns of mood, stress, sleep, circadian rhythm, and medical adherence. To answer this question, individuals with bipolar disorder will interact with a smart-phone application and activity tracker over six weeks. Individuals will record their symptoms twice-daily with the smart-phone application while activity, sleep, and heart rate are recorded with their activity tracker. In addition, individuals will be interviewed on a weekly basis. The study focuses on testing three engagement strategies: using activity trackers rather than self-reports; reviewing recorded symptoms with another person on a weekly basis; and synthesizing a person's data into charts and graphs.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
Michigan
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Ann Arbor, Michigan, United States, 48105
- University of Michigan
-
-
Wisconsin
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Madison, Wisconsin, United States, 53792
- University of Wisconsin
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Individuals diagnosed with bipolar disorder
- Individuals with a smart-phone
Exclusion Criteria:
- None
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Health Services Research
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Placebo Comparator: No weekly review
Individuals will not review self-report and activity tracker data with an interviewer on a weekly basis over the phone.
|
An interviewer will not review self-report symptoms and patterns collected from an activity tracker.
Other Names:
|
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Experimental: Weekly review
Individuals will review self-report and activity tracker data with an interviewer on a weekly basis over the phone.
|
Each week in the study, an interviewer will review manic and depressive symptoms self-reported by a participant and patterns of activity, sleep, and heart rate collected by the participant's activity tracker.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Proportion of Participants Who Report They Are More Likely to Use a Smart-phone App Over an Activity Tracker to Monitor Their Symptoms
Time Frame: Study end (6 weeks)
|
Likelihood of using app over activity tracker is measured using a survey designed specifically for this study to evaluate participant engagement in monitoring symptoms.
The relevant question asks 'Which are you more likely to use to monitor your symptoms' and has two mutually-exclusive options for an answer: 'An activity tracker' or 'A smart-phone app'.
Engagement survey is conducted over the phone by an interviewer.
|
Study end (6 weeks)
|
|
Average Proportion of Study Days With At Least 50% Completion of Daily Self-Reports Questions
Time Frame: Study end (6 weeks)
|
For each individual, adherence rate for self-reporting symptoms is measured/defined as the proportion of study days with at least 50% completion of of daily self-reports questions (i.e. 6 questions completed out of a total of 12). This measure is the average adherence rate for individuals in each of the two intervention arms: individuals who review their data with an interviewer ('Weekly review' arm) vs those who do not review their data with an interviewer ('No weekly review' arm). |
Study end (6 weeks)
|
|
Average Proportion of Study Days With At Least 12 Hours of Activity Tracking
Time Frame: Study end (6 weeks)
|
For each individual, adherence rate for activity tracking is measured as the proportion of study days with at least 12 hours of activity tracking. This measure is the average adherence rates among individuals in either arm: individuals who review their data weekly with an interviewer ('Weekly review' arm) compared to individuals who do not review their data weekly with an interviewer ('No weekly review' arm) |
Study end (6 weeks)
|
|
Proportion of Participants Who Have Higher Adherence Rates for Self-reporting Symptoms Than Adherence Rates for Activity Tracking
Time Frame: Study end (6 weeks)
|
For each individual, adherence rate for activity tracking is measured as the proportion of study days with at least 12 hours of activity tracking, whereas adherence rate for self-reporting symptoms is measured as the proportion of study days with at least 50% of daily self-reports survey questions completed.
|
Study end (6 weeks)
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Average Change From Baseline in Severity of Manic Symptoms, as Measured With the Young Mania Rating Scale
Time Frame: Baseline, study end (6 weeks)
|
The Young Mania Rating Scale consists of clinician-rated 11 items to evaluate symptoms of mania, such as elevated mood, energy, and irritability.
Item scores are added together to get a total score, ranging from 0 to 60.
A higher score indicates more severe manic symptoms.
|
Baseline, study end (6 weeks)
|
|
Average Change From Baseline in Severity of Depressive Symptoms, as Measured With the 17-item Structured Interview Guide for the Hamilton Rating Scale for Depression
Time Frame: Baseline, study end (6 weeks)
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The 17-Item Structured Interview Guide for the Hamilton Rating Scale for Depression consists of 17 clinician-rated items to evaluate symptoms of depression, such as guilt, fatigue, and depressed mood.
Item scores are summed to get a total score, ranging from 0 to 52.
Higher scores indicate more severe symptoms.
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Baseline, study end (6 weeks)
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Amy L Cochran, PhD, University of Wisconsin, Madison
Publications and helpful links
General Publications
- Van Til K, McInnis MG, Cochran A. A comparative study of engagement in mobile and wearable health monitoring for bipolar disorder. Bipolar Disord. 2020 Mar;22(2):182-190. doi: 10.1111/bdi.12849. Epub 2019 Oct 25.
- Cochran A, Belman-Wells L, McInnis M. Engagement Strategies for Self-Monitoring Symptoms of Bipolar Disorder With Mobile and Wearable Technology: Protocol for a Randomized Controlled Trial. JMIR Res Protoc. 2018 May 10;7(5):e130. doi: 10.2196/resprot.9899.
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- K01MH112876 (U.S. NIH Grant/Contract)
- HUM00126732 (Other Identifier: University of Michigan)
- 2017-1322 (Other Identifier: University of Wisconsin)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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