- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT07280650
Feasibility and Acceptability of an LLM-based Chatbot for Family Caregivers: Evaluation Study
This study evaluates the feasibility and acceptability of using the artificial intelligence (AI) chatbot mobile application (an LLM-based Chatbot) to support the well-being of informal care partners of individuals with traumatic brain injury (TBI), dementia, or Huntington disease (HD). Over an 8-week intervention period, up to 60 care partners will engage with the application (app), spending four weeks focusing on physical health and four weeks focusing on mental health. Participants will complete surveys at the midpoint and end of the intervention period. Participants will also complete a semi-structured interview to discuss participants experience using an LLM-based Chatbot.
The study team hypothesizes that care partners will find the chatbot acceptable and feasible to use in daily life, and that there will be low attrition and high completion rates of the study.
Study Overview
Study Type
Enrollment (Estimated)
Phase
- Not Applicable
Contacts and Locations
Study Contact
- Name: Christopher Graves
- Phone Number: 734-764-7004
- Email: gravesch@med.umich.edu
Study Locations
-
-
Michigan
-
Ann Arbor, Michigan, United States, 48109
- University of Michigan
-
Contact:
- Christopher Graves
- Phone Number: 734-764-7004
- Email: gravesch@med.umich.edu
-
Principal Investigator:
- Noelle Carlozzi, PhD
-
-
Participation Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria (care partner)
- Age 18 years or older
- Able to independently provide informed consent
- Able to read, speak, and understand English
- Have an Apple (iOS) smartphone, tablet, or laptop, have access to the internet and text messages, and be willing to use these resources for the study, including downloading and using the AI chatbot app (Earkick)
- Be caring for and adult with a medically documented diagnosis of TBI, dementia or Huntington disease (HD)
- Provide emotional, physical, and/or financial support/assistance to the individual with the TBI, dementia, or HD, indicating a response per protocol
- Indicate high levels of caregiver burden, confirmed using the 12-item Zarit Burden questionnaire (scores must be ≥20)
- Willing to complete all study assessments for the duration of their study participation
Inclusion Criteria (care recipient):
- Age 18 years or older
- Have a medically documented diagnosis of TBI, dementia or Huntington disease as noted per protocol
Exclusion Criteria (care partner)
- Anyone not meeting inclusion criteria above
- Professional, paid caregivers
- Anyone at the discretion of the Principal investigator (PI) that would be a preclusion of safe or meaningful participation
Exclusion Criteria (care recipient):
- Anyone not meeting inclusion criteria
- Lives in a care facility (assisted living, nursing home) or is bedbound
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Health Services Research
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
|
Experimental: Earkick app
|
Participants will download the app with the study team's help and set it up.
The participants will select topics of interest to focus on during the 8-week use of the LLM-based Chatbot.
Participants will choose one mental health related topic to focus on from weeks 1-4 and one physical health related topic to focus on from weeks 5-8.
During these 4 week cycles the participants will be guided to engage with the app's "Chat" feature, which offers conversational support through interactions with the chatbot.
Additionally, participants will complete surveys at baseline, the midpoint, and end of the 8-week intervention period.
Participants will also complete a semi-structured interview to discuss their experience using the LLM-based Chatbot.
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Feasibility and Acceptability as measured by the Feasibility Questionnaire
Time Frame: 8 weeks (post intervention)
|
Feasibility Questionnaire (items are scaled from 1 to 5 to indicate level of agreement, where "1" indicates "strong disagreement" and "5" indicates "strong agreement").
Feasibility and Acceptability as measured by ≥80% of participants indicating that care partners either "Agree" or "Strongly Agree" that the different study elements are feasible and acceptable.
|
8 weeks (post intervention)
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Attrition as measured by the percent of participants completing the study
Time Frame: Baseline to post intervention interview (approximately 8-12 weeks)
|
The study team expects ≥80% of participants to complete the study.
|
Baseline to post intervention interview (approximately 8-12 weeks)
|
|
Adherence as measured by the percentage of missing data over the course of the study
Time Frame: Baseline to 8 weeks
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Percent missing data of total expected data for each person and on average will also be calculated to characterize the feasibility of this approach (i.e., the study team expects ≥80% completion rates for the midpoint and end-of-study assessments).
|
Baseline to 8 weeks
|
Collaborators and Investigators
Sponsor
Investigators
- Principal Investigator: Noelle Carlozzi, PhD, University of Michigan
Study record dates
Study Major Dates
Study Start (Estimated)
Primary Completion (Estimated)
Study Completion (Estimated)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Other Study ID Numbers
- HUM00265379
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
IPD Sharing Time Frame
IPD Sharing Access Criteria
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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