FAMS Mobile Health Intervention for Diabetes Self-care Support
Study Details
Study Description
Brief Summary
This study evaluates a family-focused mobile phone-delivered intervention, called FAMS (Family-focused Add-on for Motivating Self-care), in supporting adults with type 2 diabetes in their self-management relative to a control group. The goal of this study is to ascertain if family-focused content delivered to the patient can improve the patients' family support for diabetes self-care, self-efficacy, and adherence to diet and exercise recommendations.
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Detailed Description
Family members perform diabetes-specific behaviors that are helpful and/or harmful to the adult managing type 2 diabetes. Family behaviors are strongly associated with patients' adherence to diet and exercise: supportive family behaviors with more adherence and harmful family behaviors with less adherence. This six-month intervention seeks to increase supportive and reduce harmful family behaviors, and to improve diabetes-related self-efficacy and adherence to diet and exercise recommendations among adult patients with content that can be delivered via basic mobile phones (i.e., phone calls and text messages).
FAMS components include:
-
Six 20-30 minute coaching sessions with patient participants by phone focusing on helpful/unhelpful/desired family behaviors relevant to the patients' self-identified daily diet or exercise goal (occurs after enrollment and monthly for six months)
-
Text messages to the patient to support him/her in meeting the identified daily goal (4 per week)
-
The option to invite an adult support person to receive text messages (3 per week) encouraging the support person to discuss the patient's self-care goal to provide opportunities for the patient to practice skills discussed during phone coaching
This intervention evaluation is nested within a larger randomized controlled trial (RCT; see NCT02409329) which evaluates REACH, a text messaging intervention to improve participants' adherence to self-care and glycemic control. We will evaluate these interventions with a three arm trial. Participants will be randomized to receive REACH only, REACH+FAMS, or an active control. Participants assigned to REACH+FAMS will receive the above described components for the first six months of the trial, and then REACH only until the end of the trial. Analyses will examine outcomes of FAMS at 3 and 6 months.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: REACH + FAMS Participants will receive FAMS components (monthly phone coaching and text messages supporting a goal set in coaching, plus the option to invite a family member/support person to receive text messages) for six months. All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. |
Behavioral: REACH + FAMS
The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages.
Other Names:
Behavioral: REACH
The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329).
Other Names:
Behavioral: Helpline & A1c results
Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions.
|
Experimental: REACH Participants will receive REACH text messages (individual-focused text messaging tailored to user's individual barriers to adherence, messages assessing medication adherence with feedback, and targeted to address other self-care behaviors). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. |
Behavioral: REACH
The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329).
Other Names:
Behavioral: Helpline & A1c results
Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions.
|
Active Comparator: Helpline & A1c results Participants assigned to the control group will complete measures at each time point and maintain care as usual (i.e., medical treatment and physician monitoring). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. |
Behavioral: Helpline & A1c results
Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions.
|
Outcome Measures
Primary Outcome Measures
- Adherence to Diet - Use of Dietary Information [3 months, 6 months]
as measured by Personal Diabetes Questionnaire Use of Dietary Information for Decision Making (1=less use of information - worse to 6=more use of information - better)
- Adherence to Exercise [3 months, 6 months]
as measured by International Physical Activity Questionnaire-Short form [metabolic equivalent minutes (MET-minutes) per week] where more MET-minutes per week indicates more physical activity
- Adherence to Diet - Problem Eating Behavior [3 months, 6 months]
as measured by Personal Diabetes Questionnaire diet subscale Problem Eating Behavior (1=less problem eating behavior - better to 6=more problem eating behavior - worse)
Secondary Outcome Measures
- Supportive Family Behaviors [3 months, 6 months]
as measured by Family and Friend Involvement in Adults' Diabetes (FIAD) helpful involvement subscale ranging from 1= less frequent helpful involvement (worse) to 5=more frequent helpful involvement (better)
- Obstructive Family Behaviors [3 months, 6 months]
as measured by Family and Friend Involvement in Adults' Diabetes (FIAD) harmful involvement subscale ranging from 1= less frequent harmful involvement (better) to 5=more frequent harmful involvement (worse)
- Diabetes Self-efficacy [3 months, 6 months]
as measured by scores on the Perceived Diabetes Self-Management Scale (4-item version) ranging from 4 = low self-efficacy (worse) to 20 = high self-efficacy (better)
Eligibility Criteria
Criteria
*Note: Criteria for patient participants is consistent with larger study (NCT02409329).
Inclusion Criteria:
-
Adults aged 18 years and older
-
Individuals who have received a diagnosis for type 2 diabetes mellitus
-
Enrolled as a patient at a participating community health center
-
Individuals currently being treated with oral and/or injectable diabetes medications
Exclusion Criteria:
-
Non-English speakers
-
Individuals who report they do not have a cell phone
-
Individuals unwilling and/or not able to provide written informed consent
-
Individuals with unintelligible speech (e.g., dysarthria)
-
Individuals with a severe hearing or visual impairment
-
Individuals who report a caregiver administers their diabetes medications
-
Individuals who fail the cognitive screener administered during the baseline survey
-
Individuals who cannot receive, read, and respond to a text after instruction from a trained research assistant
Support persons invited to receive text messages must meet following criteria:
Support Person Inclusion Criteria:
-
Adults aged 18 years and older
-
Identified by the patient as a part of their family (can be related biologically or legally, or be a close friend/roommate who participates in the patients' daily routine)
Support Person Exclusion Criteria:
-
Non-English speakers (determined subjectively by a trained research assistant)
-
Individuals who report they do not have a cell phone
-
Individuals unwilling and/or not able to provide written informed consent
-
Individuals with unintelligible speech (e.g., dysarthria) (determined subjectively by a trained research assistant)
-
Individuals with a severe hearing or visual impairment (determined subjectively by a trained research assistant)
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Federally Qualified Health Centers & Vanderbilt Primary Care Clinics | Nashville | Tennessee | United States |
Sponsors and Collaborators
- Vanderbilt University Medical Center
Investigators
- Principal Investigator: Lindsay S Mayberry, MS, PhD, Vanderbilt University Medical Center
Study Documents (Full-Text)
More Information
Publications
- Mayberry LS, Berg CA, Harper KJ, Osborn CY. The Design, Usability, and Feasibility of a Family-Focused Diabetes Self-Care Support mHealth Intervention for Diverse, Low-Income Adults with Type 2 Diabetes. J Diabetes Res. 2016;2016:7586385. Epub 2016 Nov 7.
- Nelson LA, Wallston KA, Kripalani S, Greevy RA Jr, Elasy TA, Bergner EM, Gentry CK, Mayberry LS. Mobile Phone Support for Diabetes Self-Care Among Diverse Adults: Protocol for a Three-Arm Randomized Controlled Trial. JMIR Res Protoc. 2018 Apr 10;7(4):e92. doi: 10.2196/resprot.9443.
- 140562_A
Study Results
Participant Flow
Recruitment Details | |
---|---|
Pre-assignment Detail | 5 subjects were never reached for a required conversation prior to starting the text messaging program--they were withdrawn by the PI. 1 subject was withdrawn by the PI due to problematic behavior during enrollment. |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | Participants will receive FAMS components (monthly phone coaching and text messages supporting a goal set in coaching, plus the option to invite a family member/support person to receive text messages) for six months. All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | Participants will receive REACH text messages (individual-focused text messaging tailored to user's individual barriers to adherence, messages assessing medication adherence with feedback, and targeted to address other self-care behaviors). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. | Participants assigned to the control group will complete measures at each time point and maintain care as usual (i.e., medical treatment and physician monitoring). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Period Title: Overall Study | |||
STARTED | 126 | 127 | 253 |
COMPLETED | 123 | 126 | 245 |
NOT COMPLETED | 3 | 1 | 8 |
Baseline Characteristics
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results | Total |
---|---|---|---|---|
Arm/Group Description | Participants will receive FAMS components (monthly phone coaching and text messages supporting goal set in coaching, plus the option to invite a support person to receive text messages) for six months. All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | Participants will receive REACH text messages (individual-focused text messaging tailored to user's individual barriers to adherence, messages assessing medication adherence with feedback, and targeted to address other self-care behaviors). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | Participants assigned to the control group will complete measures at each time point and maintain care as usual (i.e., medical treatment and physician monitoring). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | Total of all reporting groups |
Overall Participants | 126 | 127 | 253 | 506 |
Age (Count of Participants) | ||||
<=18 years |
0
0%
|
0
0%
|
0
0%
|
0
0%
|
Between 18 and 65 years |
97
77%
|
109
85.8%
|
206
81.4%
|
412
81.4%
|
>=65 years |
29
23%
|
18
14.2%
|
47
18.6%
|
94
18.6%
|
Age (years) [Mean (Standard Deviation) ] | ||||
Mean (Standard Deviation) [years] |
55.7
(10.2)
|
55.8
(9.4)
|
56.1
(9.4)
|
55.9
(9.6)
|
Sex: Female, Male (Count of Participants) | ||||
Female |
69
54.8%
|
70
55.1%
|
135
53.4%
|
274
54.2%
|
Male |
57
45.2%
|
57
44.9%
|
118
46.6%
|
232
45.8%
|
Ethnicity (NIH/OMB) (Count of Participants) | ||||
Hispanic or Latino |
8
6.3%
|
8
6.3%
|
15
5.9%
|
31
6.1%
|
Not Hispanic or Latino |
111
88.1%
|
116
91.3%
|
224
88.5%
|
451
89.1%
|
Unknown or Not Reported |
7
5.6%
|
3
2.4%
|
14
5.5%
|
24
4.7%
|
Race (NIH/OMB) (Count of Participants) | ||||
American Indian or Alaska Native |
1
0.8%
|
0
0%
|
3
1.2%
|
4
0.8%
|
Asian |
2
1.6%
|
3
2.4%
|
3
1.2%
|
8
1.6%
|
Native Hawaiian or Other Pacific Islander |
0
0%
|
1
0.8%
|
0
0%
|
1
0.2%
|
Black or African American |
49
38.9%
|
51
40.2%
|
98
38.7%
|
198
39.1%
|
White |
63
50%
|
64
50.4%
|
128
50.6%
|
255
50.4%
|
More than one race |
5
4%
|
2
1.6%
|
6
2.4%
|
13
2.6%
|
Unknown or Not Reported |
6
4.8%
|
6
4.7%
|
15
5.9%
|
27
5.3%
|
Region of Enrollment (participants) [Number] | ||||
United States |
126
100%
|
127
100%
|
253
100%
|
506
100%
|
Problem eating behaviors - Personal Diabetes Questionnaire (units on a scale) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [units on a scale] |
3.3
|
3.3
|
3.3
|
3.3
|
Use of dietary information - Personal Diabetes Questionnaire (units on a scale) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [units on a scale] |
2.7
|
3.0
|
2.7
|
3.0
|
MET-minutes per week - International Physical Activity Questionnaire-short form (MET-minutes per week) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [MET-minutes per week] |
1158
|
1448
|
1299
|
1352
|
Helpful involvement - Family and Friend Involvement in Adults' Diabetes (units on a scale) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [units on a scale] |
1.8
|
1.6
|
1.9
|
1.8
|
Harmful involvement - Family and Friend Involvement in Adults' Diabetes (units on a scale) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [units on a scale] |
1.6
|
1.6
|
1.6
|
1.6
|
Diabetes self-efficacy - Perceived Diabetes Self-Management Scale (units on a scale) [Median (Inter-Quartile Range) ] | ||||
Median (Inter-Quartile Range) [units on a scale] |
14
|
14
|
14
|
14
|
Outcome Measures
Title | Adherence to Diet - Use of Dietary Information |
---|---|
Description | as measured by Personal Diabetes Questionnaire Use of Dietary Information for Decision Making (1=less use of information - worse to 6=more use of information - better) |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
3 months |
3.0
|
3.3
|
2.7
|
6 months |
3.3
|
3.3
|
2.7
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .045 |
Comments | Beta=.083. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .006 |
Comments | Beta=.126. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Title | Adherence to Exercise |
---|---|
Description | as measured by International Physical Activity Questionnaire-Short form [metabolic equivalent minutes (MET-minutes) per week] where more MET-minutes per week indicates more physical activity |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
6 months |
1293
|
1000
|
1295
|
3 months |
1251
|
977
|
1187
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .518 |
Comments | Beta=.031. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .092 |
Comments | Beta=.092. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Title | Adherence to Diet - Problem Eating Behavior |
---|---|
Description | as measured by Personal Diabetes Questionnaire diet subscale Problem Eating Behavior (1=less problem eating behavior - better to 6=more problem eating behavior - worse) |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
3 months |
3.3
|
3.0
|
3.0
|
6 months |
3.3
|
3.0
|
3.0
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .53 |
Comments | Beta=-.027. Threshold p<.05 | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .41 |
Comments | Beta=-.037. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Title | Supportive Family Behaviors |
---|---|
Description | as measured by Family and Friend Involvement in Adults' Diabetes (FIAD) helpful involvement subscale ranging from 1= less frequent helpful involvement (worse) to 5=more frequent helpful involvement (better) |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
3 months |
1.8
|
1.6
|
1.8
|
6 months |
1.8
|
1.6
|
1.7
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .024 |
Comments | Beta=.088. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots); also adjusted for harmful involvement subscale of FIAD due to suppression effect. |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .003 |
Comments | Beta=.128. Threshold p<.05 | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots); also adjusted for harmful involvement subscale of FIAD due to suppression effect. |
Title | Obstructive Family Behaviors |
---|---|
Description | as measured by Family and Friend Involvement in Adults' Diabetes (FIAD) harmful involvement subscale ranging from 1= less frequent harmful involvement (better) to 5=more frequent harmful involvement (worse) |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
3 months |
1.4
|
1.4
|
1.6
|
6 months |
1.3
|
1.4
|
1.4
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .001 |
Comments | Beta=-.133. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots); also adjusted for helpful involvement subscale of FIAD due to suppression effect. |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .012 |
Comments | Beta=-.115. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots); also adjusted for helpful involvement subscale of FIAD due to suppression effect. |
Title | Diabetes Self-efficacy |
---|---|
Description | as measured by scores on the Perceived Diabetes Self-Management Scale (4-item version) ranging from 4 = low self-efficacy (worse) to 20 = high self-efficacy (better) |
Time Frame | 3 months, 6 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results |
---|---|---|---|
Arm/Group Description | REACH + FAMS: The intervention consists of REACH individual-focused text messaging, plus family-focused phone coaching sessions, goal-focused text messaging, and the option to invite a family member/support person to receive text messages. | REACH: The intervention consists of daily text messaging tailored to user's individual barriers to medication adherence, plus text messaging targeting other self-care behaviors (see NCT02409329). | Helpline & A1c results: Participants complete all study assessments, receive text messages advising how to access study A1c results, and have access to a helpline for study- or diabetes medication-related questions. |
Measure Participants | 126 | 127 | 253 |
3 months |
14
|
15
|
14
|
6 months |
15
|
15
|
14
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
---|---|---|
Comments | 3 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .015 |
Comments | Beta=.114. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | REACH + FAMS, Helpline & A1c Results |
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Comments | 6 months. Multiply imputed data (m=20) using chained equations. | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | .034 |
Comments | Beta=.101. Threshold p<.05. | |
Method | Regression, Linear | |
Comments | Adjusted for baseline values with cubic splines (3 knots). |
Adverse Events
Time Frame | We followed participants for 6 months of study participation, lasting from recruitment start May 2016 until the last participant completed 6-month follow-up in July 2018. | |||||
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Adverse Event Reporting Description | ||||||
Arm/Group Title | REACH + FAMS | REACH | Helpline & A1c Results | |||
Arm/Group Description | Participants will receive FAMS components (monthly phone coaching and text messages supporting a goal set in coaching, plus the option to invite a family member/support person to receive text messages) for six months. All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | Participants will receive REACH text messages (individual-focused text messaging tailored to user's individual barriers to adherence, messages assessing medication adherence with feedback, and targeted to address other self-care behaviors). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | Participants assigned to the control group will complete measures at each time point and maintain care as usual (i.e., medical treatment and physician monitoring). All participants will receive text messages advising how to access their study A1c test results, quarterly newsletters on healthy living with diabetes, and have access to a Helpline for study- and diabetes medication-related questions. | |||
All Cause Mortality |
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REACH + FAMS | REACH | Helpline & A1c Results | ||||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/126 (0%) | 1/127 (0.8%) | 2/253 (0.8%) | |||
Serious Adverse Events |
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REACH + FAMS | REACH | Helpline & A1c Results | ||||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/126 (0%) | 0/127 (0%) | 0/253 (0%) | |||
Other (Not Including Serious) Adverse Events |
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REACH + FAMS | REACH | Helpline & A1c Results | ||||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/126 (0%) | 0/127 (0%) | 0/253 (0%) |
Limitations/Caveats
More Information
Certain Agreements
Principal Investigators are NOT employed by the organization sponsoring the study.
There is NOT an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | Lindsay S. Mayberry, PhD, MS |
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Organization | Vanderbilt University Medical Center |
Phone | 615-875-5821 |
lindsay.mayberry@vumc.org |
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