Physical Activity
Conditions
Keywords
physical activity, exercise, mHealth, smartphone, activity tracker, pedometer, text messaging, SMS
Brief summary
Despite their importance, health-related behaviors are hard to change. Among behaviors, physical activity is associated with protection from multiple diseases. People who are physically active have lower risk for heart disease, stroke, type 2 diabetes, depression, and some cancers with associated dose-dependent reductions in cardiovascular and all-cause mortality. However, most US adults do not meet CDC physical activity guidelines. Sedentary work behavior in industrialized nations is likely a contributor to this problem. Current low-technology strategies for encouraging lifestyle change are disappointingly ineffective and are highly resource intensive. Systematic reviews of the literature show mixed evidence for using activity trackers (i.e., pedometers) and a limited body of evidence for text messaging in preventive health care. However, prior studies have not integrated digital activity tracking with mobile phone text messaging feedback. Given 91% of adults in the United States now use a mobile phone, and 56% a smartphone, this represents a potentially widely applicable avenue for therapeutic intervention. There is growing interest in leveraging mobile health (mHealth) technologies to improve health behaviors in the general population. The investigators propose to conduct a blinded, randomized mHealth trial of digital activity tracking and smart texting to promote physical activity.
Detailed description
Using an innovative, convenient, mHealth trial design, this pilot study aims to test the feasibility of a seamless model of information flow integrating digital activity tracker information with a mobile phone texting system to deliver a technology-enhanced intervention that does not require in-person follow-up. The investigators hypothesize that: 1. individuals overestimate their physical activity, especially that done at work. 2. biofeedback from an activity tracker can increase physical activity via increasing self-awareness. 3. smart text message feedback can increase physical activity via personalizing health coaching. Digitalized activity tracking will use the Fitbug Orb, which syncs via Bluetooth with one's smartphone. It is a display-free triaxial accelerometer, allowing one to blind participants to numeric feedback. Text messaging will use Reify Health's smart platform for personalized, interactive texting by an automated and repeatable algorithm. Texting will be informed by real-time activity information. Potential advantages of the trial strategy include elimination of attendance at in-person sessions, personalization of health coaching, more continuous patient contact; inexpensive intervention, the ultimate ability to scale our intervention to larger target populations. After initial pilot trial completion, additional study will include long-term physical activity follow-up of participants and focus groups.
Interventions
Sponsors
Study design
Eligibility
Inclusion criteria
* Presenting to cardiology clinic * Aged 18-69 years * User of a compatible smartphone
Exclusion criteria
* Already using an activity tracker * Preferred form of activity is not measured by an activity tracker(swimming, yoga, ice skating, stair master, or activities on wheels such as bicycling or rollerblading) * Prohibited from normal activity due to wheelchair bound status, bed bound status, reliance on a cane/walker, activity-limiting pulmonary disease, activity-limiting angina, activity-limiting osteoarthritis, or other condition. * 3 days or more of moderate or vigorous activity during leisure time for 30 minutes of more per day by International Physical Activity Questionnaire
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Mean Daily Step Count | Change from baseline mean daily step count at 3 weeks (end of unblinded digital activity tracker intervention) | Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Mean Daily Activity Time | Change from baseline mean daily activity time at 3 weeks (end of unblinded digital activity tracker intervention) | Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts. |
| Mean Daily Aerobic Activity Time | Change from baseline mean daily aerobic activity time at 3 weeks (end of unblinded digital activity tracker intervention) | Defined as the time spent walking continuously for \>10 minutes without breaking for more than a minute. Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts. |
Countries
United States
Participant flow
Recruitment details
We enrolled outpatients at an academic cardiovascular prevention center (Johns Hopkins Ciccarone Center) in Baltimore, Maryland, USA from January 17 to May 20, 2014.
Participants by arm
| Arm | Count |
|---|---|
| Blinded Digital Activity Tracker Blinded Digital Activity Tracker = Group wears the tracker but is blinded to the numeric physical activity feedback information provided by the tracker.
Blinded Digital Activity Tracker | 16 |
| Unblinded Digital Activity Tracker / No Smart Text Messaging Unblinded Digital Activity Tracker = Group unblinded to the numeric physical activity feedback information provided by the digital activity tracker.
Unblinded Digital Activity Tracker | 16 |
| Unblinded Digital Activity Tracker / Smart Text Messaging Unblinded Digital Activity Tracker = Group unblinded to the numeric physical activity feedback information provided by the digital activity tracker.
Smart Text Messaging = Group receives personalized, health coaching via smart text messages.
Unblinded Digital Activity Tracker
Smart Text Messaging | 16 |
| Total | 48 |
Baseline characteristics
| Characteristic | Blinded Digital Activity Tracker | Unblinded Digital Activity Tracker / No Smart Text Messaging | Unblinded Digital Activity Tracker / Smart Text Messaging | Total |
|---|---|---|---|---|
| Age, Continuous | 60 years STANDARD_DEVIATION 7 | 58 years STANDARD_DEVIATION 8 | 55 years STANDARD_DEVIATION 8 | 58 years STANDARD_DEVIATION 8 |
| Region of Enrollment United States | 16 participants | 16 participants | 16 participants | 48 participants |
| Sex: Female, Male Female | 7 Participants | 7 Participants | 8 Participants | 22 Participants |
| Sex: Female, Male Male | 9 Participants | 9 Participants | 8 Participants | 26 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | — / — | — / — | — / — |
| other Total, other adverse events | 0 / 16 | 0 / 16 | 0 / 16 |
| serious Total, serious adverse events | 0 / 16 | 0 / 16 | 0 / 16 |
Outcome results
Mean Daily Step Count
Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from baseline mean daily step count at 3 weeks (end of unblinded digital activity tracker intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Step Count | -616 steps per day | Standard Deviation 2385 |
| Unblinded Digital Activity Tracker | Mean Daily Step Count | 408 steps per day | Standard Deviation 2701 |
Mean Daily Step Count
Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from 3 weeks mean daily step count at 5 weeks (end of smart text messaging intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Step Count | -1042 steps per day | Standard Deviation 2202 |
| Unblinded Digital Activity Tracker | Mean Daily Step Count | -200 steps per day | Standard Deviation 1653 |
| Unblinded Digital Activity Tracker / Smart Text Messaging | Mean Daily Step Count | 2334 steps per day | Standard Deviation 1714 |
Mean Daily Activity Time
Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from baseline mean daily activity time at 3 weeks (end of unblinded digital activity tracker intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Activity Time | -6 minutes per day | Standard Deviation 26 |
| Unblinded Digital Activity Tracker | Mean Daily Activity Time | 2 minutes per day | Standard Deviation 27 |
Mean Daily Activity Time
Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from 3 weeks mean daily activity time at 5 weeks (end of smart text messaging intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Activity Time | -8 minutes per day | Standard Deviation 23 |
| Unblinded Digital Activity Tracker | Mean Daily Activity Time | 0 minutes per day | Standard Deviation 17 |
| Unblinded Digital Activity Tracker / Smart Text Messaging | Mean Daily Activity Time | 21 minutes per day | Standard Deviation 20 |
Mean Daily Aerobic Activity Time
Defined as the time spent walking continuously for \>10 minutes without breaking for more than a minute. Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from baseline mean daily aerobic activity time at 3 weeks (end of unblinded digital activity tracker intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Aerobic Activity Time | -11 minutes per day | Standard Deviation 14 |
| Unblinded Digital Activity Tracker | Mean Daily Aerobic Activity Time | -3 minutes per day | Standard Deviation 12 |
Mean Daily Aerobic Activity Time
Note that the study occurred over two study phases after the 1-week blinded run-in. In the first 2-week phase, participants were randomized to unblinded or blinded tracking. In the second 2-week phase, the unblinded participants were randomized to receive smart texts or no texts.
Time frame: Change from 3 weeks mean daily aerobic activity time at 5 weeks (end of smart text messaging intervention)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Blinded Digital Activity Tracker | Mean Daily Aerobic Activity Time | -3 minutes per day | Standard Deviation 10 |
| Unblinded Digital Activity Tracker | Mean Daily Aerobic Activity Time | -1 minutes per day | Standard Deviation 8 |
| Unblinded Digital Activity Tracker / Smart Text Messaging | Mean Daily Aerobic Activity Time | 13 minutes per day | Standard Deviation 11 |