AI-Based Personalized Health and Self-Care

Trial statusRecruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
AgeNot listed
SponsorEmre Sezgin

About this trial

The goal of this clinical trial is to learn if the DAPHNE chatbot can improve caregiver engagement, usability, and integration of social care support tools into clinical workflows in caregivers of pediatric patients receiving care at the Nationwide Children's Hospital Primary Care Center (NCH PCC). This is a pilot randomized clinical trial.

The main questions it aims to answer are:

* Is the DAPHNE chatbot usable, acceptable, and minimally burdensome for caregivers over a 6-month period? * Can the DAPHNE chatbot be effectively integrated into primary care provider workflows?

Researchers will compare the DAPHNE chatbot intervention arm to the standard of care control arm to see if the intervention improves caregiver-reported outcomes and provider workflow integration.

Participants that are patients will be randomly assigned to either the DAPHNE chatbot group or the standard of care group. Complete surveys assessing usability, acceptability, and burden and participate in brief qualitative interviews to share feedback on their experience.

Participants that are Primary Care providers will discuss integration of DAPHNE into clinical workflows and complete workflow integration assessments.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Must be a caregiver of a child seen within the NCH primary care network who self-identifies with at least one unmet social need

Must be 18 years of age or older

Must be English-speaking

Must have a device that connects to the internet

Disqualifiers

None

Trial design

Design model

Parallel

Treatments tested in this trial

  • DAPHNE Chatbot Intervention

    Behavioral

    The DAPHNE intervention consists of a conversational, AI-powered chatbot designed to identify and address health-related social needs (HRSNs) among caregivers of pediatric patients. Delivered via a secure mobile and web-based application, the chatbot facilitates natural language interactions to assess needs, generate personalized resource recommendations, and support real-time navigation to community-based services. Participants assigned to the intervention arm will have continuous access to the chatbot over a six-month period, including automated nudges, tailored prompts, and context-aware suggestions. The intervention is non-invasive and participant-driven.

  • Standard HRSN Screening and Referral (Usual Care)

    Other intervention

    Participants randomized to the control group will receive the standard-of-care HRSN screening and referral services as currently implemented in Nationwide Children's Hospital Primary Care Clinics. These services include in-clinic social needs assessments conducted during routine visits and referrals to internal or external resources, such as social work or care coordination teams. Participants in this group will not receive access to the DAPHNE chatbot.

Treatment groups

70 Participants
are divided into 3 treatment groups
Group A: Chatbot AccessExperimental treatment 1 intervention
Group B: Standard of CareActive comparator 1 intervention
Group C: Health Care ProvidersExperimental treatment 1 intervention

Trial outcomes

Primary outcomes

1

System Usability Scale (SUS)

Survey measuring the participant usability of the chatbot on a range of 0 (lowest usability) to 100 (highest usability). Target ≥68.

Time frame
1 month post-baseline and 3 months post-baseline for Caregivers. Providers will complete this at baseline only.
2

Web Evaluation Questionnaire (WEQ)

Survey measuring the Caregiver's acceptability of the chatbot on a scale of 0% (lowest acceptability) to 100% (highest acceptability). Target ≥80%.

Time frame
1 month and 3 months post-baseline
3

Feasibility of Intervention Measure (FIM)

Survey measuring participant ratings of feasibility of the study implementation on a scale of 0% (least feasible) to 100% (most feasible). Target ≥80%.

Time frame
Caregivers will complete at 3 months and 6 months post-baseline. Providers will complete at baseline and 6 months post-baseline.
4

Retention Rate

Percentage of participants completing follow-up assessments, measured as a percentage. Target ≥70%.

Time frame
1 month, 3 months, and 6 months post-baseline

Secondary outcomes

1

User Chatbot Engagement

Measured via a log that captures total minutes participants spent using the chatbot, total number of logins, session durations, screenings completed, and number of resources accessed.

Time frame
Continuous through 6 months post-baseline
2

Provider Workflow Integration Expectancy

Survey measuring Provider rating of ease of chatbot workflow integration on a scale of 1 (lowest ease of integration) to 5 (highest ease of integration). Target ≥4.

Time frame
Baseline and 6 months post-baseline
3

Caregiver Qualitative interview

Measured via qualitative themes. Caregivers will be interviewed about their perceptions of chatbot usability, acceptability, study procedures, and care experience.

Time frame
3 months and 6 months post-baseline.
4

Patient Comprehension Questionnaire (PCQ)

Survey measuring the Caregiver's comprehension of the chatbot prompts and recommendations on a scale of 1 (least comprehension) to 5 (most comprehension). Target ≥ 4.

Time frame
Baseline and 3 months post-baseline

Other outcomes

1

Provider Survey on Standard of Care

Survey detailing providers pre-intervention standard workflows for addressing Health-Related Social Needs.

Time frame
Baseline and 6 months post-baseline.
2

Electronic Health Record Review of Health-Related Social Needs (HRSN) Interventions

Frequency and types of HRSN interventions documented in Caregiver's EHR

Time frame
3 months and 6 months post-baseline
3

Completed Health-Related Social Needs (HRSN) referrals.

Number of HRSN referrals completed by Caregiver (e.g., social services, specialty care).

Time frame
3 months and 6 months post-baseline
4

Primary Care Visit Completion.

Percentage of completed primary care visits (i.e., Caregiver visit adherence).

Time frame
3 months and 6 months post-baseline

Sponsors and contacts

Click on the lead sponsor to view all of their trials.

Emre Sezgin

Lead sponsor

Nationwide Children's Hospital

Sponsor institution