AI-assisted Migraine Education: Efficacy, Safety and Patients' Acceptance
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Migraine affecting approximately 1 in 7 individuals globally, significantly impacts quality of life and economic productivity due to its associated healthcare and social burdens. Despite its prevalence, awareness and understanding of migraine remain limited, contributing to misdiagnosis, inadequate treatment, and the perpetuation of stigmatization.
Artificial Intelligence (AI) may advance migraine management by improving diagnosis, prediction, and educational outreach. AI applications are currently being employed in diagnosing migraines more accurately by analyzing comprehensive patient data, thus differentiating migraine from other types of headaches. Additionally, AI algorithms predict migraine episodes, enabling preemptive measures. They also streamline medication management through reminders and monitor patient adherence, which is crucial for preventing medication overuse and optimizing treatment outcomes.
Moreover, AI can bridge the educational gap in migraine understanding. By using adaptive learning technologies, AI platforms can deliver personalized educational content, tailored to an individual's knowledge level and learning pace, enhancing understanding and engagement. This approach not only facilitates better management of the condition but also promotes a broader societal awareness essential for destigmatizing migraine.
The primary objective of this study is to ascertain if the addition of AI-assisted migraine education to standard migraine education yields a superior improvement in the patients' understanding of their condition.
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Giulia Mallucci, Prof. Dr.ssa med.
- Phone Number: +41 91 811 69 21
- Email: giulia.mallucci@eoc.ch
Study Locations
-
-
-
Lugano, Switzerland
- Recruiting
- Ente Ospedaliero Cantonale - Ospedale Regionale di Lugano
-
Contact:
- Mallucci
- Phone Number: +41 91 811 69 21
- Email: giulia.mallucci@eoc.ch
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- aged between 18 and 65 years at the time of signing the informed consent
- Newly diagnosis of migraine, confirmed through the medical chart
- The participant must be capable of giving signed informed consent
- Access to a laptop, computer, smartphone, or tablet
Exclusion Criteria:
- Insufficient knowledge of the protocol language (italian)
- Patients with cognitive impairment and/or unable to use or access the AI-powered learning platform developed in this study.
- Vulnerable participants (e.g. minors, participants incapable of judgment or participants under tutelage)
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Other
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: AIME - AI-assisted migraine education
Intervention group: it receives AI-assisted migraine education in addition to standard migraine education
|
AIME Group will undergo the established migraine education plus AI-assisted education.
|
|
No Intervention: SME -Standard Migraine Education
Control group: it receives standard migraine education only
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
The primary objective of this study is to ascertain if the addition of AI-assisted migraine education to standard migraine education yields a superior improvement in the patients' understanding of their condition.
Time Frame: 3 months
|
Difference in the proportion of correct responses to a set of 20 migraine-related questions via the Migraine Intel Quotient test score (MiQ score) between Standard Migraine Education (SME Group) and the AI-assisted migraine education added to Standard Migraine Education (AIME group) at 3 months after baseline.
|
3 months
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Investigate if the two types of educations have persistent effect over time up to 6 months.
Time Frame: 6 months
|
To assess changes in the MiQ score from baseline to 3 months and to 6 months, and from 3 months to 6 months in the SME group and AIME group.
|
6 months
|
|
Evaluate the participants' subjective perception of each education experience
Time Frame: 6 months
|
To report patients' evaluation of learning experience at 3 and 6 months after baseline in both SME and AIME groups by 10 Visual Analog Scale (VAS) scoring, and comparison between groups at each timepoint
|
6 months
|
|
Investigate migraine clinical course following either education interventions
Time Frame: 6 months
|
To assess changes in the number of monthly migraine days, migraine intensity, and migraine duration as well as the HIT-6 and MIDAS scores at 3 and 6 months after baseline in SME and AIME groups, and between SME and AIME groups at each time point.
|
6 months
|
|
Evaluate the frequency and the quality of adverse events (AEs) occurring during education interventions
Time Frame: 6 months
|
To describe frequency and type of AEs occurring during the study period in SME and AIME groups.education
interventions
|
6 months
|
Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Actual)
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
- EOC.NSI.HA.2401
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
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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