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.

Recruitment status

COMPLETED

Study phase

NA

Target enrollment

287 participants

Primary outcome timeframe

Baseline to 6-month follow-up

Results posted on

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17 participants were administratively withdrawn from the study before assignment to groups because they did not complete the baseline study questionnaire (needed prior to randomization).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

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

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-up

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.

Outcome measures

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-up

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.

Outcome measures

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Participants' 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

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 up

The 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

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-up

Population: 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

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-up

Population: 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

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-up

Population: 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

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-up

Self-reported system usage will include: participants' total number of visits, total duration of visits, and utilization of embedded features and functionality

Outcome measures

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-up

Self-reported system usage will include: participants' total number of visits, total duration of visits, and utilization of embedded features and functionality

Outcome measures

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-up

Population: 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

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

Serious events: 0 serious events
Other events: 0 other events
Deaths: 0 deaths

Control

Serious events: 0 serious events
Other events: 0 other events
Deaths: 0 deaths

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

Phone: (615) 936-1010

Results disclosure agreements

  • Principal investigator is a sponsor employee
  • Publication restrictions are in place