Predicting Violent Outburst in Inpatient Pediatric Psychiatry Ward Using a Wearable Device.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Contacts and Locations
Study Contact
Study Contact
- Name: Doron Gothelf, M.D
- Phone Number: +972526669360
- Email: doron.gothelf@sheba.health.gov.il
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Child
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- the investigator will include patients under the age of 13 with various mental disorders admitted to our inpatient psychiatry ward at 'Edmond and Lily Safra' Children's Hospital, Sheba Medical Centre, Tel Hashomer, Ramat Gan, Israel during 2024.
Exclusion Criteria:
- the investigator will exclude patients that were hospitalized but did not want to participate, or couldn't participate due to increased sensorial sensitive to the device. the investigator will exclude patients with no violence outburst or aggressive attitude that were hospitalized at our inpatient psychiatric ward during 2024. additional, patients who suffers dermatological illnesses and might show allergic reactions to the device material on their wrist will be excluded.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
study arm
the investigator will utilize "Fitbit-Charge 4" a wearable 'smart-watch' in order to collect patients' physiological measurements, including continuous heart rate, heart-rate variability and breathing rate, as well as behavioral measurements such as movements and sleep pattern in order to predict aggression and violence outburst in children under 12 years old admitted at an inpatient psychiatric ward and characterization of those physiological measures in the prediction of aggression and violence outbursts.
|
smartwatch device that collects physiological measures
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
physiological parameter
Time Frame: 12 months (july 2024-july 2025)
|
Heart rate
|
12 months (july 2024-july 2025)
|
|
physiological parameter
Time Frame: 12 months (july 2024-july 2025)
|
heart rate variability, the data of heart rate variability is based on respiratory rate (outcome 3) and heart rate (outcome 1)
|
12 months (july 2024-july 2025)
|
|
physiological parameter
Time Frame: 12 months (july 2024-july 2025)
|
respiratory rate
|
12 months (july 2024-july 2025)
|
|
physiological parameter
Time Frame: 12 months (july 2024-july 2025)
|
sleep patterns, the data of sleep pattern is based on movements (outcome 5) and heart rate (outcome 1)
|
12 months (july 2024-july 2025)
|
|
movements.
Time Frame: 12 months (july 2024-july 2025)
|
movements frequency of the patient, collected by the smart-watch using 3 axis-accelerometer that can detect movements in 3 dimensions.
for example, number of steps taken.
|
12 months (july 2024-july 2025)
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
violence assessment with 'MOAS' score system.
Time Frame: 12 months (july 2024-july 2025)
|
using 'MOAS', the Modified Overt Aggression Scale score system filled by the department staff manually on each day and outburst description.
the score system is made up of four categories (verbal aggression, aggression against objects, aggression against self, and aggression against others.
each category is ranked by numbers.
range of total score is between 0-40.
higher score usually higher than 20 indicating more aggressive behavior which means worse outcome.
|
12 months (july 2024-july 2025)
|
Collaborators and Investigators
Sponsor
Sponsor
Investigators
Investigators
- Principal Investigator: Doron Gothelf, M.D, Sheba medical center
Study record dates
Study Major Dates
Study Start (Estimated)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
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
- 1135-24-SMC
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
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