A Biofeedback Intervention for the Prevention of Challenging Behaviour
NCT ID: NCT03260335
Last Updated: 2018-03-29
Study Results
The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.
Basic Information
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WITHDRAWN
NA
INTERVENTIONAL
2017-11-30
2018-06-30
Brief Summary
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Detailed Description
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Participants will wear the portable monitoring device with heart rate monitor, pedometer and global positioning system (GPS) functions. A pre-calculated algorithm, developed using machine learning software will be used to predict challenging behaviour episodes 2-4 hours in advance of the event. Recent research has developed a best predictor model with a sensitivity of 82% and specificity of 42%, when averaged across two participants (in press). The device will communicate with a smart phone, via Bluetooth connectivity, when an event has been predicted.
Following enrolment in the study, participants will be randomly assigned to a treatment start time, which will follow from an initial baseline phase. During the baseline phase, participants will wear a commercially available smart watch with physiological monitoring capability, for at least one month in order to gather behaviour frequency data, and associated physiological data; no prompts will be provided. During this period, behavioural and physiological data will be sent to a secure server where a machine learning algorithm will examine the relationships between data streams and 'self-tune' to improve its prediction of challenging behaviour episodes. In the treatment phase, participants and staff will receive a biofeedback prompt in text, or graphic form (e.g. mood light), on the smart watch/connected mobile phone, when an event has been predicted. This will prompt participants to implement a proactive anxiety management strategy, and will prompt staff to support the participant in completing this, if required. The strategy used will be predetermined in the participant's standard care plan e.g. breathing relaxation, reframing the problem, behavioural redirection. Details will be recorded using an adapted version of the Overt Aggression Scale-Modified for Neurorehabilitation (OAS-MNR), describing the situation in which the biofeedback prompt occurred, participant and staff responses to the biofeedback prompt, and any resulting behaviours, including the occurrence of challenging behaviour. Following the intervention phase, participants will return to a baseline phase for one month, in which no prompts will be provided. Again, details of any challenging behaviour will be recorded via the OAS-MNR.
Conditions
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Study Design
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NA
SINGLE_GROUP
SUPPORTIVE_CARE
NONE
Study Groups
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Biofeedback intervention
Biofeedback prompt in text or graphic form to implement proactive anxiety management strategy, as per standard care plan
Anxiety management strategy
Anxiety management strategy as per standard care plan
Interventions
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Anxiety management strategy
Anxiety management strategy as per standard care plan
Eligibility Criteria
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Inclusion Criteria
* participants who are resident in the Graham Anderson House, Brain Injury Rehabilitation (BIRT) Unit
* participants presenting with challenging behaviour, during the recruitment period
* participants will NOT be excluded on the basis of comorbid psychiatric disorders or drug/alcohol use, in order to provide conclusions representative of the clinical population
* participants will NOT be excluded on the basis of being unable to provide informed consent, in order to provide conclusions representative of the clinical population
Exclusion Criteria
* participants without the capacity to consent, that do not provide verbal assent to participate in the study
16 Years
ALL
No
Sponsors
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Brain Injury Rehabilitation Trust
OTHER
University of Glasgow
OTHER
Responsible Party
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Professor Jon Evans
Professor of Applied Neuropsychology
Principal Investigators
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Jonathan Evans, BSc PhD
Role: STUDY_DIRECTOR
University of Glasgow
Other Identifiers
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17/SS/0119
Identifier Type: -
Identifier Source: org_study_id
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