Understanding Daily Changes in BDD Risk Using Smartphones
Smartphone-based Digital Phenotyping to Detect High-risk Affect States in Body Dysmorphic Disorder (BDD)
1 other identifier
observational
87
1 country
1
Brief Summary
Body dysmorphic disorder (BDD) is associated with high risk for suicide attempts (22-28%) and substance use disorders (49%), underscoring the importance of accurate, real-time risk detection in BDD. This study aims to use smartphone-based digital phenotyping to develop and validate unobtrusive, time-sensitive, and ecologically valid measures of key risk factors for suicide and substance misuse in BDD: negative affect states. As next steps, this research can be extended to detect risk transdiagnostically, with the goal of enabling just-in-time interventions to target suicide and substance misuse across psychiatric illnesses.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Jul 2020
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
January 31, 2020
CompletedFirst Posted
Study publicly available on registry
February 5, 2020
CompletedStudy Start
First participant enrolled
July 15, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 28, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
April 28, 2023
CompletedSeptember 21, 2023
September 1, 2023
2.8 years
January 31, 2020
September 19, 2023
Conditions
Outcome Measures
Primary Outcomes (3)
Self-reported anxiety intensity, rated from 1 (very slightly or not at all) to 5 (extremely)
Ecological momentary assessment (EMA) of anxiety intensity, where higher scores indicated more severe anxiety.
3 months
Self-reported shame intensity, based on Positive and negative affect scale (PANAS) shame item, rated from 1 (very slightly or not at all) to 5 (extremely)
Ecological momentary assessment (EMA) of shame intensity, where higher scores indicate more severe shame.
3 months
Self-reported negative affect intensity, based on Positive and negative affect scale (PANAS) negative affect items (averaged), rated from 1 (very slightly or not at all) to 5 (extremely)
Ecological momentary assessment (EMA)-rated general negative affect intensity, where higher scores indicate more severe negative affect.
3 months
Study Arms (1)
body dysmorphic disorder (BDD)
Adults with a current primary diagnosis of body dysmorphic disorder (BDD)
Interventions
None, observational study only (no interventions)
Eligibility Criteria
Adults with a current primary diagnosis of body dysmorphic disorder (BDD) within the U.S.
You may qualify if:
- Adults age \>=18
- Current primary diagnosis of BDD
- BDD severity \>= moderate
- Living in US
- English proficiency
- Owns an Android or iOS (Apple) smartphone
- Has regular Wifi-enabled internet access for data downloads
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Massachusetts General Hospital
Boston, Massachusetts, 02114, United States
Related Publications (2)
Weingarden H, Jaroszewski AC, Armey M, Hoeppner BB, Armstrong CH, Onnela JP, Wilhelm S. Predicting concurrent and short-term desire and intent to attempt suicide among people with body dysmorphic disorder using ecological momentary assessment of anxiety and shame. J Psychopathol Clin Sci. 2025 Oct 6:10.1037/abn0001054. doi: 10.1037/abn0001054. Online ahead of print.
PMID: 41051851DERIVEDWeingarden H, Meng X, Armey M, Onnela JP, Jaroszewski A, Armstrong CH, Wilhelm S. Predicting the strength of next-day negative emotion states in body dysmorphic disorder using passive smartphone data: An intensive longitudinal assessment study. Internet Interv. 2025 May 15;40:100833. doi: 10.1016/j.invent.2025.100833. eCollection 2025 Jun.
PMID: 40486130DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Hilary Weingarden, PhD
Massachusetts General Hospital
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Psychologist
Study Record Dates
First Submitted
January 31, 2020
First Posted
February 5, 2020
Study Start
July 15, 2020
Primary Completion
April 28, 2023
Study Completion
April 28, 2023
Last Updated
September 21, 2023
Record last verified: 2023-09