The purpose of this study is to develop and pilot test an accessible and inclusive Artificial Intelligence (AI)-assisted, individualized, family-focused lifestyle modification intervention (AI4DM) for glycemic control in people with disabilities.
The AI4DM study will use a two-arm randomized control trial design. Eligible and consented participants will be assigned to one of two groups: 1) AI4DM intervention group with telecoaching support, and 2) attention-control group. The active intervention period will include six months of weekly and bi-weekly telecoaching calls followed by six months of follow-up and technology access, but no telecoaching calls.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
OTHER
Masking
DOUBLE
Enrollment
90
Those in the AI4DM intervention arm will receive weekly and bi-weekly calls for six months, access to home and online technology, diabetes-related multimedia educational content, a technology package including a voice-assistive device, wireless glucometer, and wrist-worn activity monitor
Those in the Attention-control Group will receive telecoaching calls at the same frequency of the Intervention Group. Coaching calls will focus on general wellbeing, rather than diabetes-related topics. The Attention-control Group will serve as an untreated comparison group for the Intervention Group.
University of Alabama at Birmingham
Birmingham, Alabama, United States
Glycemic Management
Measured using HbA1c
Time frame: 48 weeks
Psychological distress
Measured using Diabetes Distress Scale (DDS); Minimum score = 1, maximum score = 6; Higher score represents worse outcome
Time frame: 48 weeks
Diabetes Quality of life
Measured using the DQoL (Diabetes Quality of Life Measure) Questionnaire; Minimum score =1; maximum score = 5; Higher score represents worse outcome
Time frame: 48 weeks
Self-efficacy
Measured using Diabetes Empowerment Scale; Minimum score = 1; maximum score = 5; Higher score represents better outcome
Time frame: 48 weeks
Family Support
Measured using the Diabetes Social Support Questionnaire - Family Version (DSSQ-Family); Minimum score = -5 maximum score = 15; Higher score represents better outcome
Time frame: 48 weeks
Physical Activity
Measured using Godin leisure-time exercise questionnaire; Minimum score = 0; Maximum score = unknown; Higher score represents better outcome
Time frame: 48 weeks
Dietary intake
Measured using The UK Diabetes and Diet Questionnaire
Time frame: 48 weeks
Medication Adherence
Measured using the Medication Adherence Rating Scale
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Time frame: 48 weeks
Health Information Technology
Measured using The eHealth Literacy Scale
Time frame: 48 weeks
Telehealth Dashboard Usability
Measured using the System Usability Scale; Maximum item score (Strongly agree) = 5, minimum item score (Strongly disagree) = 1; Higher scores represent better outcomes
Time frame: 48 weeks
Health Technology Usability
Measured using the Health Information Usability Evaluation Scale (Health-ITUES)
Time frame: 48 weeks