The purpose of this study is to conduct a prospective, longitudinal study on the My Diabetes Care mobile (MDC-m) intervention to assess usage patterns, user experience, and to uncover errors in functionality prior to a larger interventional trial.
Up to 65 adult patients with type 2 diabetes mellitus will be enrolled and given access to My Diabetes Care mobile (MDC-m). My Diabetes Care mobile (MDC-m) is a multi-faceted patient portal intervention for mobile devices that is designed to help patients better understand their diabetes health data as well as promote and support self-management. MDC uses infographics to facilitate patients' understanding of their diabetes health data (e.g., HbA1c, LDL), incorporates motivational strategies and access to an online patient support community, and provides literacy level-appropriate and tailored diabetes self-care information. Patients will be invited by mail to be screened for enrollment in the study. Interested patients will be able to complete an electronic consent form and enroll online via Research Electronic Data Capture (REDCap™) version 5.0.8. Study participants will complete questionnaires electronically via email using REDCap™ at two time points: baseline (T0) and one-month follow-up (T1). Participants will complete an baseline questionnaire (T0) including basic demographic questions, items about computer usage and internet access, and validated measures of health literacy and eHealth literacy. Each participant will have access to the MDC-m for 1 month.
Study Type
INTERVENTIONAL
Allocation
NA
Purpose
HEALTH_SERVICES_RESEARCH
Masking
NONE
Enrollment
64
My Diabetes Care (MDC) is a multi-faceted patient portal intervention for mobile devices that is designed to help patients better understand their diabetes health data as well as promote and support self-management. MDC uses infographics to facilitate patients' understanding of their diabetes health data (e.g., HbA1c, LDL), incorporates motivational strategies and access to an online patient support community, and provides literacy level-appropriate and tailored diabetes self-care information.
Vanderbilt University Medical Center
Nashville, Tennessee, United States
Usability
The System Usability Scale (SUS) is a valid measure of usability and assesses users' perceptions of ease of use, likability of the interface, and overall satisfaction using a 5- point Likert scale (strongly disagree to strongly agree). The ten items are scored on a five-point Likert scale. The item scores are summed and then converted to a score ranging from 0 (worst) to 100 (best). Based on prior research, a score above 68 would be above average and a score of 85 or above suggests excellent usability. The SUS has been used in several studies of patient facing health information technology (the article describing its psychometric properties has been cited over 500 times) and has excellent internal consistency reliability (Cronbach's alpha of 0.91).
Time frame: One-month follow-up
System Usage Data
Self-reported usage of My Diabetes Care to include total number of participants who visited MDC-m during the study period and total number of participants with who used MDC-m for 10 minutes or more during the study period.
Time frame: One-month follow-up
User Experience
Unique study specific items to assess participants' perspectives on the usefulness of particular My Diabetes Care features and functionality.
Time frame: One-month follow-up
Change in Diabetes Knowledge
The Short Diabetes Knowledge Instrument (SDKI) is a valid measure of diabetes knowledge with an emphasis on controlling blood glucose through diet, recognizing symptoms of abnormal blood glucose, and using healthy eating to prevent complications. It also includes items on foot care and the importance of physical activity for preventing cardiovascular complications. The SDKI is a uni-dimensional, 13-item scale with scores ranging from 0 to 13 (number of items answered correctly). SDKI demonstrated good internal consistency reliability (Cronbach's alpha 0.73) in a multi-ethnic sample of older adults suggesting the instrument can be used to measure diabetes knowledge in diverse populations (Quandt et al. Diabetes Educator, 2014).
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.
Time frame: Baseline to one-month follow-up
Change in Diabetes Self-Efficacy
The Perceived Diabetes Self-Management Scale (PDSMS) is a valid measure of diabetes self-efficacy (i.e., how confident they feel about their ability to carry out multiple self management tasks). The uni-dimensional, 8-item scale is scored on a five-point Likert scale. The total PDSMS score can range from 8 to 40, with higher scores indicating more confidence in self-managing one's diabetes.
Time frame: Baseline to one-month follow-up
Change in Number of Participants That Correctly Identified Definitions and Goal Ranges for Diabetes Health Measures
Unique study specific items to assess participants' knowledge of measures of diabetes health status (i.e., Hemoglobin A1C, blood pressure, low-density lipoprotein, and flu vaccination status). Each multiple choice item has one correct answer and the unit of measure is the number of participants that correctly answered each item.
Time frame: Baseline to one-month follow-up
Change in Diabetes Distress
The Problem Areas in Diabetes Scale (PAID-5) is a valid measure of diabetes distress. The five-item, uni-dimensional scale has scores that range from 0 to 20, with higher scores suggesting greater diabetes-related emotional distress. The PAID-5 has excellent excellent internal consistency reliability (Cronbach's alpha 0.86) and is associated with measures of depression and hemoglobin A1c.
Time frame: Baseline to one-month follow-up
Change in Diabetes Attitudes
Unique study specific items to assess participants' attitudes toward social comparisons (2 items) and goal-based comparisons (2 items) regarding their diabetes health status. Each items is scored on a 5-point Likert scale from '1=strongly disagree' to '5=strongly agree'.
Time frame: Baseline to one-month follow-up
Change in Diabetes Readiness for Change
Four-item assessment of stage of change based on the Transtheoretical Model (TTM) of behavior change. It includes questions one item each assessing the participants stage of change for: (1) physical activity, (2) medication management, (3) glucose self-monitoring, and (4) diet. There are five response options per item that categorize the participants' current TTM stage of change for the item: (a) Precontemplation, (b) Contemplation, (c) Preparation, (d) Action, and (e) Maintenance.
Time frame: Baseline to one-month follow-up
Change in Diabetes Self-Care (General Diet Adherence)
The Summary of Diabetes Self-Care Activity (SDSCA) is a 10-item multidimensional instrument to assess levels of diabetes self-care across five domains: general diet (2 items), specific diet (2 items), exercise (2 items), foot care (2 items), and blood-glucose testing (2 items). The general diet subscale is used to assess general diet adherence. The instrument is based on the self-reported days completing recommended activities during the past 7 days. An example item includes "How many of the last SEVEN DAYS have you followed a healthful eating plan?" The general diet subscale score is the mean number of days for the 2 items in the subscale. The score range is from 0 days (worst) to 7 days (best).
Time frame: Baseline to one-month follow-up
Change in Diabetes Self-Care (Specific Diet Adherence)
The Summary of Diabetes Self-Care Activity (SDSCA) is a 10-item multidimensional instrument to assess levels of diabetes self-care across five domains: general diet (2 items), specific diet (2 items), exercise (2 items), foot care (2 items), and blood-glucose testing (2 items). The general diet subscale is used to assess general diet adherence. The instrument is based on the self-reported days completing recommended activities during the past 7 days. An example item includes "How many of the last SEVEN DAYS have you followed a healthful eating plan?" The general diet subscale score is the mean number of days for the 2 items in the subscale. The score range is from 0 days (worst) to 7 days (best).
Time frame: Baseline to one-month follow-up
Change in Diabetes Self-Care (Exercise Adherence)
The Summary of Diabetes Self-Care Activity (SDSCA) is a 10-item multidimensional instrument to assess levels of diabetes self-care across five domains: general diet (2 items), specific diet (2 items), exercise (2 items), foot care (2 items), and blood-glucose testing (2 items). The exercise subscale is used to assess exercise adherence. The instrument is based on the self-reported days completing recommended activities during the past 7 days. An example item includes "On how many of the last SEVEN DAYS did you participate in at least 30 minutes of physical activity?" The exercise subscale score is the mean number of days for the 2 items in the subscale. The score range is from 0 days (worst) to 7 days (best).
Time frame: Baseline to one-month follow-up
Change in Diabetes Self-Care (Self-Monitoring of Blood Glucose Adherence)
The Summary of Diabetes Self-Care Activity (SDSCA) is a 10-item multidimensional instrument to assess levels of diabetes self-care across five domains: general diet (2 items), specific diet (2 items), exercise (2 items), foot care (2 items), and blood-glucose testing (2 items). The blood-glucose testing subscale is used to assess self-monitoring of blood glucose adherence. The instrument is based on the self-reported days completing recommended activities during the past 7 days. An example item includes "On how many of the last SEVEN DAYS did you test your blood sugar?" The blood-glucose testing subscale is the mean number of days for the 2 items in the subscale. The score range is from 0 days (worst) to 7 days (best).
Time frame: Baseline to one-month Follow-up
Change in Medication Adherence
The Adherence to Refills and Medications Scale is a reliable and valid measure of medication adherence. The 12-item ARMS has good internal consistency reliability (α=0.81). Responses range from 1="none of the time" to 4="all of the time," and are summed to produce an overall adherence score ranging from 12-48, with higher scores representing more problems with medication adherence.
Time frame: Baseline to one-month follow-up