Machine Learning Enabled Management of Behavioural and Psychological Symptoms of Dementia Intervention for Dementia Caregivers

Trial statusNot yet recruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorEducation University of Hong Kong

About this trial

Develop and test a machine learning enabled management of behavioural and psychological symptoms of dementia intervention for dementia caregivers.

Eligibility criteria

Qualifiers

aged 18 above

family caregiver of an individual with a confirmed medical diagnosis of any type of dementia who has been residing in the community

having been providing care for ADLs and IADLs for at least 20 hours per week for at least one year prior to recruitment

have a smartphone

Disqualifiers

having participated in any structured mind-body intervention, cognitive therapy, or structured psychosocial intervention in the 6 months prior to recruitment

having acute psychiatric and medical comorbidities that are potentially life-threatening (e.g. suicidal ideation) or that limit the caregivers' participation or adherence (e.g. acute psychosis)

Trial design

Treatments tested in this trial

  • Active Control
  • Behavioral: Continue
  • Behavioral: Enhance human coaching
  • Behavioral: Booster

Treatment groups

550 Participants
are divided into 13 treatment groups

13

Treatment groups

See each treatment group below.

Sponsors and collaborators

Education University of Hong Kong

Lead sponsor

The Hong Kong Polytechnic University

Collaborator

Lingnan University

Collaborator

Columbia University

Collaborator

Penn State University

Collaborator

The University of Hong Kong

Collaborator

Deakin University

Collaborator