Trial Outcomes & Findings for Evaluation of a Patient Portal Intervention for Diabetes: A Pilot Randomized Controlled Trial (NCT NCT03947333)
NCT ID: NCT03947333
Last Updated: 2022-03-31
Results Overview
The uni-dimensional, 13-item, Patient Activation Measure (PAM-13) is a valid measure of patient activation (i.e., the knowledge, skills and confidence a person has in managing their own health and health care). Each item uses a 4-point Likert-type scale of response options ranging from strongly disagree to strongly agree. PAM-13 item responses result in total raw scores ranging from 13 to 52, which we converted to the linear interval scale of patient activation scores, ranging from 0 (lowest activation) to 100 (highest activation). The PAM-13 has good psychometric properties including excellent internal consistency reliability (Cronbach's alpha of 0.87). The PAM-13 scores have been used to predict healthcare outcomes including medication adherence and emergency room utilization.
COMPLETED
NA
287 participants
Baseline to 6-month follow-up
2022-03-31
Participant Flow
17 participants were administratively withdrawn from the study before assignment to groups because they did not complete the baseline study questionnaire (needed prior to randomization). This included 13 patients that could not be reached after enrollment and 4 patients that were reached but did not return the baseline questionnaire. 270 patients completed the baseline study questionnaire and were randomized.
Participant milestones
| Measure |
Intervention
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Overall Study
STARTED
|
135
|
135
|
|
Overall Study
COMPLETED
|
135
|
135
|
|
Overall Study
NOT COMPLETED
|
0
|
0
|
Reasons for withdrawal
Withdrawal data not reported
Baseline Characteristics
Evaluation of a Patient Portal Intervention for Diabetes: A Pilot Randomized Controlled Trial
Baseline characteristics by cohort
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
Total
n=270 Participants
Total of all reporting groups
|
|---|---|---|---|
|
Age, Categorical
<=18 years
|
0 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
0 Participants
n=5 Participants
|
|
Age, Categorical
Between 18 and 65 years
|
77 Participants
n=5 Participants
|
75 Participants
n=7 Participants
|
152 Participants
n=5 Participants
|
|
Age, Categorical
>=65 years
|
58 Participants
n=5 Participants
|
60 Participants
n=7 Participants
|
118 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Female
|
49 Participants
n=5 Participants
|
70 Participants
n=7 Participants
|
119 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Male
|
83 Participants
n=5 Participants
|
63 Participants
n=7 Participants
|
146 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Other
|
1 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
1 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Unknown or Not Reported
|
2 Participants
n=5 Participants
|
2 Participants
n=7 Participants
|
4 Participants
n=5 Participants
|
|
Ethnicity (NIH/OMB)
Hispanic or Latino
|
5 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
5 Participants
n=5 Participants
|
|
Ethnicity (NIH/OMB)
Not Hispanic or Latino
|
129 Participants
n=5 Participants
|
134 Participants
n=7 Participants
|
263 Participants
n=5 Participants
|
|
Ethnicity (NIH/OMB)
Unknown or Not Reported
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Race (NIH/OMB)
American Indian or Alaska Native
|
2 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
3 Participants
n=5 Participants
|
|
Race (NIH/OMB)
Asian
|
2 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
3 Participants
n=5 Participants
|
|
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
|
1 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
1 Participants
n=5 Participants
|
|
Race (NIH/OMB)
Black or African American
|
17 Participants
n=5 Participants
|
19 Participants
n=7 Participants
|
36 Participants
n=5 Participants
|
|
Race (NIH/OMB)
White
|
107 Participants
n=5 Participants
|
111 Participants
n=7 Participants
|
218 Participants
n=5 Participants
|
|
Race (NIH/OMB)
More than one race
|
5 Participants
n=5 Participants
|
2 Participants
n=7 Participants
|
7 Participants
n=5 Participants
|
|
Race (NIH/OMB)
Unknown or Not Reported
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Region of Enrollment
United States
|
135 participants
n=5 Participants
|
135 participants
n=7 Participants
|
270 participants
n=5 Participants
|
|
Education
Some high school
|
0 Participants
n=5 Participants
|
3 Participants
n=7 Participants
|
3 Participants
n=5 Participants
|
|
Education
High school graduate or GED
|
10 Participants
n=5 Participants
|
14 Participants
n=7 Participants
|
24 Participants
n=5 Participants
|
|
Education
Some college or technical school
|
41 Participants
n=5 Participants
|
36 Participants
n=7 Participants
|
77 Participants
n=5 Participants
|
|
Education
College graduate (bachelor's degree)
|
35 Participants
n=5 Participants
|
35 Participants
n=7 Participants
|
70 Participants
n=5 Participants
|
|
Education
Some graduate work/school
|
10 Participants
n=5 Participants
|
11 Participants
n=7 Participants
|
21 Participants
n=5 Participants
|
|
Education
Graduate degree
|
38 Participants
n=5 Participants
|
35 Participants
n=7 Participants
|
73 Participants
n=5 Participants
|
|
Education
Unknown or Not Reported
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Employment
Working full-time, >=35 hours/week
|
54 Participants
n=5 Participants
|
57 Participants
n=7 Participants
|
111 Participants
n=5 Participants
|
|
Employment
Working part-time, <35 hours/week
|
7 Participants
n=5 Participants
|
7 Participants
n=7 Participants
|
14 Participants
n=5 Participants
|
|
Employment
Unemployed or laid off and looking for work
|
4 Participants
n=5 Participants
|
4 Participants
n=7 Participants
|
8 Participants
n=5 Participants
|
|
Employment
Homemaker
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Employment
In school
|
0 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
1 Participants
n=5 Participants
|
|
Employment
Retired
|
57 Participants
n=5 Participants
|
49 Participants
n=7 Participants
|
106 Participants
n=5 Participants
|
|
Employment
Disabled, not able to work
|
7 Participants
n=5 Participants
|
11 Participants
n=7 Participants
|
18 Participants
n=5 Participants
|
|
Employment
Something else
|
4 Participants
n=5 Participants
|
4 Participants
n=7 Participants
|
8 Participants
n=5 Participants
|
|
Employment
Unknown or Not Reported
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Insurance
Individual Plan · No
|
126 Participants
n=5 Participants
|
124 Participants
n=7 Participants
|
250 Participants
n=5 Participants
|
|
Insurance
Individual Plan · Yes
|
9 Participants
n=5 Participants
|
11 Participants
n=7 Participants
|
20 Participants
n=5 Participants
|
|
Insurance
Group Plan · No
|
64 Participants
n=5 Participants
|
67 Participants
n=7 Participants
|
131 Participants
n=5 Participants
|
|
Insurance
Group Plan · Yes
|
71 Participants
n=5 Participants
|
68 Participants
n=7 Participants
|
139 Participants
n=5 Participants
|
|
Insurance
Governmental Plan · No
|
132 Participants
n=5 Participants
|
129 Participants
n=7 Participants
|
261 Participants
n=5 Participants
|
|
Insurance
Governmental Plan · Yes
|
3 Participants
n=5 Participants
|
6 Participants
n=7 Participants
|
9 Participants
n=5 Participants
|
|
Insurance
Medicaid · No
|
134 Participants
n=5 Participants
|
131 Participants
n=7 Participants
|
265 Participants
n=5 Participants
|
|
Insurance
Medicaid · Yes
|
1 Participants
n=5 Participants
|
4 Participants
n=7 Participants
|
5 Participants
n=5 Participants
|
|
Insurance
Medicare · No
|
83 Participants
n=5 Participants
|
78 Participants
n=7 Participants
|
161 Participants
n=5 Participants
|
|
Insurance
Medicare · Yes
|
52 Participants
n=5 Participants
|
57 Participants
n=7 Participants
|
109 Participants
n=5 Participants
|
|
Insurance
Uninsured · No
|
134 Participants
n=5 Participants
|
133 Participants
n=7 Participants
|
267 Participants
n=5 Participants
|
|
Insurance
Uninsured · Yes
|
1 Participants
n=5 Participants
|
2 Participants
n=7 Participants
|
3 Participants
n=5 Participants
|
|
Health Literacy
Adequate
|
91 Participants
n=5 Participants
|
87 Participants
n=7 Participants
|
178 Participants
n=5 Participants
|
|
Health Literacy
Limited
|
43 Participants
n=5 Participants
|
47 Participants
n=7 Participants
|
90 Participants
n=5 Participants
|
|
Health Literacy
Unknown or Not Reported
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Diabetes Duration
|
12 years
n=5 Participants
|
12 years
n=7 Participants
|
12 years
n=5 Participants
|
PRIMARY outcome
Timeframe: Baseline to 6-month follow-upThe uni-dimensional, 13-item, Patient Activation Measure (PAM-13) is a valid measure of patient activation (i.e., the knowledge, skills and confidence a person has in managing their own health and health care). Each item uses a 4-point Likert-type scale of response options ranging from strongly disagree to strongly agree. PAM-13 item responses result in total raw scores ranging from 13 to 52, which we converted to the linear interval scale of patient activation scores, ranging from 0 (lowest activation) to 100 (highest activation). The PAM-13 has good psychometric properties including excellent internal consistency reliability (Cronbach's alpha of 0.87). The PAM-13 scores have been used to predict healthcare outcomes including medication adherence and emergency room utilization.
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Patient Activation at 6 Months
|
4.3 units on a scale
Standard Deviation 16.8
|
2.7 units on a scale
Standard Deviation 17.2
|
PRIMARY outcome
Timeframe: Baseline to 3-month follow-upThe uni-dimensional, 13-item, Patient Activation Measure (PAM-13) is a valid measure of patient activation (i.e., the knowledge, skills and confidence a person has in managing their own health and health care). Each item uses a 4-point Likert-type scale of response options ranging from strongly disagree to strongly agree. PAM-13 item responses result in total raw scores ranging from 13 to 52, which we converted to the linear interval scale of patient activation scores, ranging from 0 (lowest activation) to 100 (highest activation). The PAM-13 has good psychometric properties including excellent internal consistency reliability (Cronbach's alpha of 0.87). The PAM-13 scores have been used to predict healthcare outcomes including medication adherence and emergency room utilization.
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Patient Activation at 3 Months
|
3.1 units on a scale
Standard Deviation 17.2
|
3.3 units on a scale
Standard Deviation 15.6
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the Perceived Diabetes Self-Management Scale (PDSMS) were not analyzed.
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. PDSMS has excellent internal consistency reliability (Cronbach's alpha of 0.83). PDSMS scores were associated with observed percentage of low blood sugars (r = .21), BMI (r = -.22), percentage of high blood sugars (r = -.36), average blood glucose (r = -.27), and A1C (r = -.25). Thus, the PDSMS appears to be validly associated with important self-management behaviors as well as with indicators of health status and diabetes control.
Outcome measures
| Measure |
Intervention
n=134 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Efficacy
Change at 3 months
|
1.0 units on a scale
Standard Deviation 4.0
|
0.3 units on a scale
Standard Deviation 4.6
|
|
Change in Diabetes Self-Efficacy
Change at 6 months
|
0.7 units on a scale
Standard Deviation 4.9
|
0.8 units on a scale
Standard Deviation 5.0
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the Short Diabetes Knowledge Instrument (SDKI) were not analyzed.
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).
Outcome measures
| Measure |
Intervention
n=131 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=134 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Knowledge
Change at 3 months
|
0.7 units on a scale
Standard Deviation 10.3
|
-0.1 units on a scale
Standard Deviation 10.2
|
|
Change in Diabetes Knowledge
Change at 6 months
|
2.0 units on a scale
Standard Deviation 11.0
|
1.3 units on a scale
Standard Deviation 10.8
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the 'general diet' subscale of the Summary of Diabetes Self-Care Activity (SDSCA) were not analyzed.
The Summary of Diabetes Self-Care Activity (SDSCA), developed by Toobert and Glasgow (1994), 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 frequency of completing recommended activities during the past 7 days. An example item includes "How often did you follow your recommended diet over the last 7 days?" All responses are converted to percentages. Higher percentages represent better self-care on each subscale. The SDSCA has been used in a number of settings and studies and has been recommended for a standardized evaluation of quality improvement interventions in T2DM in Canada (Majumdar et al., 2005).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=134 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Care (General Diet Adherence)
Change at 3 months
|
0.3 units on a scale
Standard Deviation 1.6
|
0.1 units on a scale
Standard Deviation 1.5
|
|
Change in Diabetes Self-Care (General Diet Adherence)
Change at 6 months
|
0.5 units on a scale
Standard Deviation 1.5
|
0.1 units on a scale
Standard Deviation 1.6
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the 'specific diet' subscale of the Summary of Diabetes Self-Care Activity (SDSCA) were not analyzed.
The Summary of Diabetes Self-Care Activity (SDSCA), developed by Toobert and Glasgow (1994), 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 specific diet subscale is used to assess intake of specific foods. The instrument is based on the self-reported frequency of completing recommended activities during the past 7 days. An example item includes "How often did you follow your recommended diet over the last 7 days?" All responses are converted to percentages. Higher percentages represent better self-care on each subscale. The SDSCA has been used in a number of settings and studies and has been recommended for a standardized evaluation of quality improvement interventions in T2DM in Canada (Majumdar et al., 2005).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=134 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Care (Specific Diet)
Change at 6 months
|
0.3 units on a scale
Standard Deviation 1.3
|
-0.1 units on a scale
Standard Deviation 1.4
|
|
Change in Diabetes Self-Care (Specific Diet)
Change at 3 months
|
0.2 units on a scale
Standard Deviation 1.6
|
0 units on a scale
Standard Deviation 1.3
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the 'exercise' subscale of the Summary of Diabetes Self-Care Activity (SDSCA) were not analyzed.
The Summary of Diabetes Self-Care Activity (SDSCA), developed by Toobert and Glasgow (1994), 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 frequency of completing recommended activities during the past 7 days. An example item includes "How often did you follow your recommended diet over the last 7 days?" All responses are converted to percentages. Higher percentages represent better self-care on each subscale. The SDSCA has been used in a number of settings and studies and has been recommended for a standardized evaluation of quality improvement interventions in T2DM in Canada (Majumdar et al., 2005).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=132 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Care (Exercise Adherence)
Change at 3 months
|
0.2 units on a scale
Standard Deviation 1.6
|
-0.1 units on a scale
Standard Deviation 1.6
|
|
Change in Diabetes Self-Care (Exercise Adherence)
Change at 6 months
|
0 units on a scale
Standard Deviation 1.6
|
0.1 units on a scale
Standard Deviation 1.7
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: The blood-glucose testing subscale was administered only to patients that reported testing their blood sugar at home. Participants with missing responses to items on the 'blood-glucose testing' subscale of the Summary of Diabetes Self-Care Activity (SDSCA) were not analyzed.
The Summary of Diabetes Self-Care Activity (SDSCA), developed by Toobert and Glasgow (1994), 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 frequency of completing recommended activities during the past 7 days. An example item includes "How often did you follow your recommended diet over the last 7 days?" All responses are converted to percentages. Higher percentages represent better self-care on each subscale. The SDSCA has been used in a number of settings and studies and has been recommended for a standardized evaluation of quality improvement interventions in T2DM in Canada (Majumdar et al., 2005).
Outcome measures
| Measure |
Intervention
n=118 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=114 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Care (Self-Monitoring of Blood Glucose Adherence)
Change at 6 months
|
0.3 units on a scale
Standard Deviation 2.1
|
0.1 units on a scale
Standard Deviation 1.6
|
|
Change in Diabetes Self-Care (Self-Monitoring of Blood Glucose Adherence)
Change at 3 months
|
0.3 units on a scale
Standard Deviation 2.0
|
0.1 units on a scale
Standard Deviation 1.7
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the Adherence to Refills and Medications Scale-Diabetes (ARMS-D) scale were not analyzed.
The Adherence to Refills and Medications Scale-Diabetes (ARMS-D) is a reliable and valid measure of diabetes medication adherence. The 11-item ARMS-D has good internal consistency reliability (α=0.86). 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.
Outcome measures
| Measure |
Intervention
n=132 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=133 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Self-Care (Diabetes Medication Adherence)
Change at 3 months
|
-0.3 units on a scale
Standard Deviation 2.0
|
0.2 units on a scale
Standard Deviation 1.8
|
|
Change in Diabetes Self-Care (Diabetes Medication Adherence)
Change at 6 months
|
-0.3 units on a scale
Standard Deviation 2.9
|
-0.1 units on a scale
Standard Deviation 1.8
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the Problem Areas in Diabetes Scale (PAID-5) scale were not analyzed.
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.
Outcome measures
| Measure |
Intervention
n=134 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=133 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Diabetes Distress
Change at 3 months
|
-0.2 units on a scale
Standard Deviation 2.8
|
-0.2 units on a scale
Standard Deviation 3.4
|
|
Change in Diabetes Distress
Change at 6 months
|
-0.4 units on a scale
Standard Deviation 3.4
|
-0.2 units on a scale
Standard Deviation 2.8
|
SECONDARY outcome
Timeframe: Baseline to 6-month follow-upPopulation: If date of the most recent hemoglobin A1c abstracted from the participant's electronic health record at 6 month follow-up was less than 90 or greater than 365 days from the date of the most recent hemoglobin A1c abstracted from the participant's electronic health record at baseline, then the participant was not included in the analysis.
Participants' most recent hemoglobin A1C will be abstracted from participants' electronic medical record at enrollment (T0) and 6 month follow-up (T3).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=132 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Blood Glucose Control
|
0.1 percentage of glycated hemoglobin
Standard Deviation 1.2
|
0.1 percentage of glycated hemoglobin
Standard Deviation 0.8
|
SECONDARY outcome
Timeframe: Baseline to 6-month follow-upParticipants' most recent blood pressure measurement will be abstracted from participants' electronic medical record at enrollment (T0) and 6 month follow-up (T3) and will be used to calculate the participants' mean arterial pressure (MAP) using the following formula: MAP = diastolic pressure + 1/3(systolic pressure - diastolic pressure).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Blood Pressure Control
|
-0.2 mmHg
Standard Deviation 6.9
|
-0.2 mmHg
Standard Deviation 7.5
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow upThe participants' influenza vaccination status (vaccinated vs unvaccinated) for the 2019-20 Flu Season will be abstracted from participants' electronic medical record at enrollment (T0), 3 month follow-up (T1).
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=135 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Flu Vaccination Status for 2019-20 Flu Season
Baseline · Vaccinated
|
93 Participants
|
97 Participants
|
|
Change in Flu Vaccination Status for 2019-20 Flu Season
3 month follow-up · Unvaccinated
|
40 Participants
|
33 Participants
|
|
Change in Flu Vaccination Status for 2019-20 Flu Season
Baseline · Unvaccinated
|
42 Participants
|
38 Participants
|
|
Change in Flu Vaccination Status for 2019-20 Flu Season
3 month follow-up · Vaccinated
|
95 Participants
|
102 Participants
|
SECONDARY outcome
Timeframe: Baseline to 6-month follow-upPopulation: If date of the most recent low density lipoprotein (LDL) abstracted from the participant's electronic health record at 6 month follow-up was less than 90 or greater than 365 days from the date of the most recent LDL abstracted from the participant's electronic health record at baseline, then the participant was not included in the analysis.
Participants' most recent low density lipoprotein measurement will be abstracted from participants' electronic medical record at enrollment (T0) and 6 month follow-up (T3).
Outcome measures
| Measure |
Intervention
n=131 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
n=125 Participants
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Change in Low Density Lipoprotein
|
-3.0 mg/dL
Standard Deviation 22.7
|
-3.8 mg/dL
Standard Deviation 36.1
|
SECONDARY outcome
Timeframe: Baseline, 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the System Usability Scale (SUS) were not analyzed.
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).
Outcome measures
| Measure |
Intervention
n=131 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Satisfaction/Usability of My Health at Vanderbilt (for Control Group)
Baseline
|
79.0 score on a scale
Standard Deviation 12.9
|
—
|
|
Satisfaction/Usability of My Health at Vanderbilt (for Control Group)
3 month follow-up
|
82.4 score on a scale
Standard Deviation 13.4
|
—
|
|
Satisfaction/Usability of My Health at Vanderbilt (for Control Group)
6 month follow-up
|
83.2 score on a scale
Standard Deviation 12.7
|
—
|
SECONDARY outcome
Timeframe: 3-month follow up, 6-month follow-upPopulation: Participants with missing responses to items on the System Usability Scale (SUS) were not analyzed.
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).
Outcome measures
| Measure |
Intervention
n=134 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
Satisfaction/Usability of My Diabetes Care (for Intervention Group)
6 month follow-up
|
71.7 score on a scale
Standard Deviation 15.1
|
—
|
|
Satisfaction/Usability of My Diabetes Care (for Intervention Group)
3 month follow-up
|
73.7 score on a scale
Standard Deviation 14.3
|
—
|
SECONDARY outcome
Timeframe: 6-month follow-upSelf-reported system usage will include: participants' total number of visits, total duration of visits, and utilization of embedded features and functionality
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
None
|
12 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
One to three
|
60 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
Four to six
|
39 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
Seven to nine
|
9 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
Ten or more
|
9 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Sessions (Intervention Group Only)
Unknown or Not Reported
|
6 Participants
|
—
|
SECONDARY outcome
Timeframe: 6-month follow-upSelf-reported system usage will include: participants' total number of visits, total duration of visits, and utilization of embedded features and functionality
Outcome measures
| Measure |
Intervention
n=135 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
11 to 15 minutes
|
21 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
16 to 20 minutes
|
22 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
More than 20 minutes
|
15 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
5 minutes or less
|
22 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
6 to 10 minutes
|
37 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Total Duration of Visits (Intervention Group Only)
Unknown or Not Reported
|
18 Participants
|
—
|
SECONDARY outcome
Timeframe: 6-month follow-upPopulation: My Diabetes Care features used at least once by the participant. Rows are not mutually exclusive as participants can use more than one feature. Participants with no response to this questionnaire item were not analyzed.
Self-reported system usage will include: participants' total number of visits, total duration of visits, and utilization of embedded features and functionality
Outcome measures
| Measure |
Intervention
n=129 Participants
Patients have access to an existing patient web portal (My Health at Vanderbilt) embedded with the My Diabetes Care.
My Diabetes Care: The My Diabetes Care is embedded within an existing patient web portal (My Health at Vanderbilt) and includes graphics to visualize and summarize patients' health data, incorporates motivational strategies (e.g., social comparisons and gamification), provides literacy-level sensitive educational resources, and contains secure-messaging capability.
|
Control
Patients will have access to an existing patient web portal (My Health at Vanderbilt) NOT embedded with the My Diabetes Care (i.e., usual care).
|
|---|---|---|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Hover over text or icon for more information about your diabetes health data · Yes
|
59 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Diabetes News Feeds (Diabetes Views or ADA Diabetes Blog) · No
|
104 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Diabetes News Feeds (Diabetes Views or ADA Diabetes Blog) · Yes
|
25 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
None of the above · No
|
99 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
None of the above · Yes
|
30 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Links to information about diabetes · No
|
67 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Links to information about diabetes · Yes
|
62 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Message your Doctor button · No
|
98 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Message your Doctor button · Yes
|
31 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Online Patient Support Community button · No
|
119 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Online Patient Support Community button · Yes
|
10 Participants
|
—
|
|
System Usage Data for My Diabetes Care - Utilization of Embedded Features and Functionality (Intervention Group Only)
Hover over text or icon for more information about your diabetes health data · No
|
70 Participants
|
—
|
Adverse Events
Intervention
Control
Serious adverse events
Adverse event data not reported
Other adverse events
Adverse event data not reported
Additional Information
William Martinez, MD
Vanderbilt University Medical Center
Results disclosure agreements
- Principal investigator is a sponsor employee
- Publication restrictions are in place