Body Mass Index, Depression, Exercise, Hypertension, Motivation, Sedentary Behavior, Walking
Conditions
Keywords
sedentary behavior, walking, motivation
Brief summary
Regular physical activity (PA) is essential to healthy aging. Unfortunately, only 5% of US adults meet guideline of 150 minutes of moderate exercise; Veterans and non-Veterans have similar levels of PA. A patient incentive program for PA may help. Behavioral economics suggests that the chronic inability to start and maintain a PA routine may be the result of present bias, which is a tendency to value immediate rewards over rewards in the future. With present bias, it is always better to exercise tomorrow because the immediate gratification of watching television or surfing the internet is a more powerful motivator than the intangible and delayed benefit of future health. Patient incentives may overcome present bias by moving the rewards for exercise forward in time. Recent randomized trials suggest that incentives for PA can be effective, but substantial gaps in knowledge prevent the implementation of a PA incentive program in Veterans Affairs (VA). First, incentive designs vary considerably. They vary by the size of the incentive, the type of incentive (cash or non-financial), the probability of earning an incentive (an assured payment for effort or a lottery-based incentive), or whether the incentive is earned after the effort is given (a gain-framed incentive) or awarded up-front and lost if the effort is not given (a loss-framed incentive). The optimal combination of these components for a Veteran population is unknown. Second, the evidence about the effective components of incentives comes from studies conducted in populations that were overwhelmingly female; often employees at large companies, with high levels of education and income. VA users, in contrast, are mostly male and lower income, and most are not employed. This is important because the investigators have theoretical reasons to believe that the effects of components of incentives are likely to vary by income and gender. Finally, few studies have managed to design an incentive such that the physical activity was maintained after the incentive was removed. Indeed, a common theme in incentivizing health behavior change is the difficulty in sustaining behavior change once the incentives are removed.
Detailed description
The investigators propose to fill the research gaps through a Multiphase Optimization Strategy (MOST) trial of incentives for walking. A MOST trial is ideally suited for situations in which a proposed intervention has many potential intervention components. A MOST trial consists of three phases. A screening phase trial is used to efficiently identify-through a factorial designed randomized trial-the effective components of a complex intervention like incentives. A refining phase trial tests the optimal dose (size or duration) of the incentives. A confirmatory phase trial tests the optimal components and dose against a usual care control. The goal of the proposed study is to conduct the screening phase trial in 128 Veterans to identify the optimal components of incentives for increasing walking among physically inactive Veterans. All Veterans in this phase will be given various components of incentives for increasing average steps per day to 7,000 steps over a 12-week habit-building period, and then maintaining the increase through a 12-week habit maintenance period. The specific aims are: Aim 1: Conduct a 24 factorial designed screening-phase trial of incentives for increasing average steps per day to 7,000 steps over 12 weeks among physically inactive Veterans. Every patient in the trial will be given a Fitbit Inspire activity monitor and assigned to a group that receives different components of incentives. The investigators will test four different incentive factors: 1) lottery vs. loss framed incentives, 2) financial vs. non-financial incentives, 3) a pre-commitment postcard reminder of a Veteran's stated intrinsic reason for commitment to PA vs. no pre-commitment postcard, and 4) a request for PA advice from a Veteran on staying active vs. no request. The first factor has never been tested in a population like the VA. Factors 2-4 are designed specifically to sustain the effects of incentives after the incentive is removed. Factor 4 is a novel hypothesis that has never been tested outside of educational research: specifically, that asking for advice from a Veteran is more motivating than giving advice to them, even if that Veteran is struggling with low physical activity themselves. The primary outcome is change in steps per week from baseline to week 24. Aim 2. Conduct cost analyses and qualitative interviews. The cost of administering each component and qualitative assessments of the acceptability of each component to trial participants will inform the decision of which components to retain for the subsequent refining and confirmatory phase trials. Aim 3. Convene an expert panel to choose components for the next phases of the MOST trial. The panel will weigh each component in terms of its effect on step counts (Aim 1), administrative costs and participant-reported qualitative assessments (Aim 2), and the strength of the theoretical basis for the component's effect on physical activity.
Interventions
Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week.
Sponsors
Study design
Masking description
Data will be masked to the principal investigator.
Intervention model description
The MOST trial design involves optimizing an intervention before it is tested against a usual control. It is optimized in that the various components of the intervention are tested against one another in a screening phase to assess which components add value to the intervention, and then only the valuable components are included in the final intervention. It is especially useful when an intervention has many potential combinations of components, as is the case with incentives. In a traditional trial, researchers would use theory or evidence from prior studies to choose an incentive design and test this package against usual care. Even if this package outperforms usual care in a randomized trial, the investigators cannot tell whether it was optimal. Some components could have provided no benefit or delivered in too small a dose to be effective. Other components could have been detrimental to subjects. There is no way to know if the components are all tested as a single package.
Eligibility
Inclusion criteria
* Veteran that receives healthcare at VA Puget Sound Health Care System * Age 50-69 * Diagnosis of hypertension, depression or a BMI between 25-40. * Physically inactive according to self-report. . * 2,000-5,000 steps per day during the screening week * Have and be able to use a smart phone.
Exclusion criteria
* MOVE participation in the past 4 months * Blind * \<2,000 steps per day * Inability to walk 20 minutes without stopping (self-report). * Eating disorder. * Dementia/ cognitive impairment * Metastatic cancer, end state renal disease, hospice, palliative care, heart failure, undergoing chemotherapy, radiation or hemodialysis, have had or are on the list for an organ transplant. * Implanted cardiovascular device such as defibrillator or ventricular device * Active psychosis/mania/behavioral flag * Pregnant women * Homeless or housing insecure * Has a paid caregiver that provides \>50% of daily living activities, lives in a nursing home, assisted living facility or group home. * Individuals that exhibit threatening, violent or inappropriate behavior during the screening phone call. * Foot Ulcer
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Average Steps Per Day From Baseline Week to Week 12 | baseline to week 12 | The change in average steps per day from the baseline week to week 12. |
| Change in Average Steps Per Day From Baseline Week to Week 24 | baseline to week 24 | The change in average steps per day from the baseline week to week 24 |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Self-efficacy | Measured at baseline, week 12 and 24 | Measured using the Exercise Self-Efficacy Scale at baseline, week 12 and week 24 (McAuley E 1993). This scale measures self-efficacy on nine different measures from not confident (0 rating) to very confident (10 rating).The range is 0 to 10. A higher rating indicates that the respondent is more confident they will be able to overcome barriers to physical activity. |
| Intrinsic/Extrinsic Motivation | Measured at baseline, week 12 and 24 | Measured using the Motivation for Physical Activity Measurement (MPAM) at baseline, week 12 and week 24 (Frederick CM 1993). This scale measures reasons and motivations for participating in physical activity having respondents indicate why they exercise. The scale ranges from 1=very true for me, 2= somewhat true for me, 3=neither true nor untrue for me, 4=somewhat untrue for me, 5= very untrue for me. The minimum score is 1 and the maximum is 5. Higher scores means more intrinsic motivation to exercise. |
| Mental Health | Measured at baseline, week 12 and 24 | Measured using the PHQ-8 depression scale at baseline, week 12 and week 24. This assessment measures depressive symptoms over the past 2 weeks. Respondents indicate how bothered they were by the following problems on a scale from 0 (not at all) to 3 (nearly every day). The minimum and maximum score are zero and 24, respectively. A lower score indicates fewer depressive symptoms. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| F1M1P1R1 Financial Reward, mixed lottery, pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| N1M1P1R1 Non-financial reward, mixed lottery, pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| N1M1P1R0 Non-financial reward, mixed lottery, pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| N1M1P0R0 Non-financial reward, mixed lottery, no pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| N1M1P0R1 Non-financial reward, mixed lottery, no pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| N1L1P1R1 Non-financial reward, loss incentive, pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| N1L1P1R0 Non-financial reward, loss incentive, pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| N1L1P0R0 Non-financial reward, loss incentive, no pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| N1L1P0R1 Non-financial reward, loss incentive, no pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| F1M1P1R0 Financial Reward, mixed lottery, pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| F1M1P0R0 Financial Reward, mixed lottery, no pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| F1M1P0R1 Financial Reward, mixed lottery, no pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| F1L1P1R1 Financial Reward, loss incentive, pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| F1L1P1R0 Financial Reward, loss incentive, pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 7 |
| F1L1P0R0 Financial Reward, loss incentive, no pre-commitment postcard reminders, no request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| F1L1P0R1 Financial Reward, loss incentive, no pre-commitment postcard reminders, request physical activity advice
Walking: Inactive Veterans will be encouraged to increase their step count to 7,000 steps per day by the end of the 12-week intervention period. Weekly the step goal will increase 15% if they were successful in reaching their goal the previous week. | 6 |
| Total | 102 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 | FG003 | FG004 | FG005 | FG006 | FG007 | FG008 | FG009 | FG010 | FG011 | FG012 | FG013 | FG014 | FG015 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Consent Through Baseline | Walked too many steps at baseline | 3 | 1 | 4 | 5 | 3 | 3 | 4 | 7 | 4 | 1 | 3 | 1 | 4 | 5 | 4 | 4 |
Baseline characteristics
| Characteristic | N1M1P1R1 | N1M1P1R0 | N1M1P0R0 | N1M1P0R1 | N1L1P1R1 | N1L1P1R0 | N1L1P0R0 | N1L1P0R1 | F1M1P1R1 | F1M1P1R0 | F1M1P0R0 | F1M1P0R1 | F1L1P1R1 | F1L1P1R0 | F1L1P0R0 | F1L1P0R1 | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical <=18 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical >=65 years | 2 Participants | 3 Participants | 2 Participants | 0 Participants | 2 Participants | 1 Participants | 4 Participants | 1 Participants | 1 Participants | 2 Participants | 2 Participants | 2 Participants | 0 Participants | 2 Participants | 1 Participants | 1 Participants | 26 Participants |
| Age, Categorical Between 18 and 65 years | 4 Participants | 4 Participants | 4 Participants | 6 Participants | 5 Participants | 5 Participants | 3 Participants | 5 Participants | 5 Participants | 4 Participants | 4 Participants | 5 Participants | 7 Participants | 5 Participants | 5 Participants | 5 Participants | 76 Participants |
| Age, Continuous | 60.7 years STANDARD_DEVIATION 5.1 | 62.3 years STANDARD_DEVIATION 6.3 | 60.2 years STANDARD_DEVIATION 7.8 | 60.3 years STANDARD_DEVIATION 4.9 | 58.3 years STANDARD_DEVIATION 6.5 | 58.3 years STANDARD_DEVIATION 7.3 | 65.5 years STANDARD_DEVIATION 2.6 | 58.0 years STANDARD_DEVIATION 6 | 60.8 years STANDARD_DEVIATION 6.3 | 61.3 years STANDARD_DEVIATION 6.5 | 59.0 years STANDARD_DEVIATION 7.5 | 59.7 years STANDARD_DEVIATION 7.1 | 61.9 years STANDARD_DEVIATION 2.9 | 60.7 years STANDARD_DEVIATION 3.8 | 58.3 years STANDARD_DEVIATION 7.4 | 61.3 years STANDARD_DEVIATION 3.9 | 60.4 years STANDARD_DEVIATION 5.8 |
| Baseline steps | 4175 steps/day STANDARD_DEVIATION 690 | 4429 steps/day STANDARD_DEVIATION 2092 | 8209 steps/day STANDARD_DEVIATION 4586 | 5744 steps/day STANDARD_DEVIATION 3117 | 6740 steps/day STANDARD_DEVIATION 4100 | 6913 steps/day STANDARD_DEVIATION 3045 | 7373 steps/day STANDARD_DEVIATION 1410 | 6195 steps/day STANDARD_DEVIATION 2370 | 5358 steps/day STANDARD_DEVIATION 3185 | 3456 steps/day STANDARD_DEVIATION 999 | 5193 steps/day STANDARD_DEVIATION 1683 | 4654 steps/day STANDARD_DEVIATION 1579 | 6291 steps/day STANDARD_DEVIATION 3544 | 6257 steps/day STANDARD_DEVIATION 2652 | 6313 steps/day STANDARD_DEVIATION 3544 | 7835 steps/day STANDARD_DEVIATION 5401 | 5890 steps/day STANDARD_DEVIATION 3034 |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 2 Participants |
| Race (NIH/OMB) Asian | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 2 Participants |
| Race (NIH/OMB) Black or African American | 0 Participants | 0 Participants | 2 Participants | 0 Participants | 0 Participants | 1 Participants | 2 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 2 Participants | 0 Participants | 1 Participants | 1 Participants | 10 Participants |
| Race (NIH/OMB) More than one race | 1 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 1 Participants | 1 Participants | 1 Participants | 0 Participants | 0 Participants | 2 Participants | 1 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 8 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 1 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 1 Participants | 0 Participants | 0 Participants | 1 Participants | 1 Participants | 0 Participants | 0 Participants | 3 Participants |
| Race (NIH/OMB) White | 4 Participants | 7 Participants | 3 Participants | 6 Participants | 7 Participants | 4 Participants | 4 Participants | 4 Participants | 5 Participants | 5 Participants | 4 Participants | 4 Participants | 4 Participants | 5 Participants | 5 Participants | 5 Participants | 76 Participants |
| Region of Enrollment United States | 6 participants | 7 participants | 6 participants | 6 participants | 7 participants | 6 participants | 7 participants | 6 participants | 6 participants | 6 participants | 6 participants | 7 participants | 7 participants | 7 participants | 6 participants | 6 participants | 102 participants |
| Sex: Female, Male Female | 2 Participants | 0 Participants | 1 Participants | 0 Participants | 2 Participants | 1 Participants | 3 Participants | 1 Participants | 2 Participants | 2 Participants | 2 Participants | 1 Participants | 3 Participants | 1 Participants | 0 Participants | 2 Participants | 23 Participants |
| Sex: Female, Male Male | 4 Participants | 7 Participants | 5 Participants | 6 Participants | 5 Participants | 5 Participants | 4 Participants | 5 Participants | 4 Participants | 4 Participants | 4 Participants | 6 Participants | 4 Participants | 6 Participants | 6 Participants | 4 Participants | 79 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk | EG003 affected / at risk | EG004 affected / at risk | EG005 affected / at risk | EG006 affected / at risk | EG007 affected / at risk | EG008 affected / at risk | EG009 affected / at risk | EG010 affected / at risk | EG011 affected / at risk | EG012 affected / at risk | EG013 affected / at risk | EG014 affected / at risk | EG015 affected / at risk |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 7 | 0 / 7 | 0 / 6 | 0 / 6 |
| other Total, other adverse events | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 7 | 0 / 7 | 0 / 6 | 0 / 6 |
| serious Total, serious adverse events | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 7 | 0 / 6 | 0 / 6 | 0 / 6 | 0 / 7 | 0 / 7 | 0 / 7 | 0 / 6 | 0 / 6 |
Outcome results
Change in Average Steps Per Day From Baseline Week to Week 12
The change in average steps per day from the baseline week to week 12.
Time frame: baseline to week 12
Population: The participants in the N1L1P0R0 group were not assessed because they either walked too many or to few steps at the baseline period
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| F1M1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 4224 steps/day | Standard Deviation 719 |
| N1M1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 4786 steps/day | Standard Deviation 6843 |
| N1M1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 3654 steps/day | Standard Deviation 3272 |
| N1M1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 2626 steps/day | Standard Deviation 0 |
| N1M1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 3740 steps/day | Standard Deviation 2248 |
| N1L1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 4493 steps/day | Standard Deviation 6036 |
| N1L1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 3680 steps/day | Standard Deviation 96 |
| N1L1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 4577 steps/day | Standard Deviation 97 |
| F1M1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 1110 steps/day | Standard Deviation 1390 |
| F1M1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 2176 steps/day | Standard Deviation 1467 |
| F1M1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 3216 steps/day | Standard Deviation 3366 |
| F1L1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 7002 steps/day | Standard Deviation 456 |
| F1L1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 8158 steps/day | Standard Deviation 4016 |
| F1L1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 12 | 3599 steps/day | Standard Deviation 226 |
| F1L1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 12 | 2728 steps/day | Standard Deviation 0 |
Change in Average Steps Per Day From Baseline Week to Week 24
The change in average steps per day from the baseline week to week 24
Time frame: baseline to week 24
Population: The participants in the N1L1P0R0 group were not assessed because they either walked too many or to few steps at the baseline period
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| F1M1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 5237 steps/day | Standard Deviation 0 |
| N1M1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 4631 steps/day | Standard Deviation 3513 |
| N1M1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 4074 steps/day | Standard Deviation 2361 |
| N1M1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 3804 steps/day | Standard Deviation 0 |
| N1M1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 6414 steps/day | Standard Deviation 0 |
| N1L1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 3844 steps/day | Standard Deviation 4122 |
| N1L1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 2487 steps/day | Standard Deviation 3072 |
| N1L1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 6531 steps/day | Standard Deviation 2683 |
| F1M1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 614 steps/day | Standard Deviation 928 |
| F1M1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 3165 steps/day | Standard Deviation 2961 |
| F1M1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 1312 steps/day | Standard Deviation 3845 |
| F1L1P1R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 5939 steps/day | Standard Deviation 0 |
| F1L1P1R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 10675 steps/day | — |
| F1L1P0R0 | Change in Average Steps Per Day From Baseline Week to Week 24 | 4382 steps/day | — |
| F1L1P0R1 | Change in Average Steps Per Day From Baseline Week to Week 24 | 3406 steps/day | — |
Intrinsic/Extrinsic Motivation
Measured using the Motivation for Physical Activity Measurement (MPAM) at baseline, week 12 and week 24 (Frederick CM 1993). This scale measures reasons and motivations for participating in physical activity having respondents indicate why they exercise. The scale ranges from 1=very true for me, 2= somewhat true for me, 3=neither true nor untrue for me, 4=somewhat untrue for me, 5= very untrue for me. The minimum score is 1 and the maximum is 5. Higher scores means more intrinsic motivation to exercise.
Time frame: Measured at baseline, week 12 and 24
Population: The participants in the N1L1P0R0 group were not assessed because they walked too many steps at the baseline period
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| F1M1P1R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.1 scores on a scale | Standard Deviation 0.7 |
| F1M1P1R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.2 scores on a scale | Standard Deviation 0.3 |
| F1M1P1R1 | Intrinsic/Extrinsic Motivation | Week 24 | 1.8 scores on a scale | Standard Deviation 0.5 |
| N1M1P1R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.8 scores on a scale | Standard Deviation 1.2 |
| N1M1P1R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.7 scores on a scale | Standard Deviation 0.6 |
| N1M1P1R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.5 scores on a scale | Standard Deviation 1.2 |
| N1M1P1R0 | Intrinsic/Extrinsic Motivation | Week 12 | 2.4 scores on a scale | Standard Deviation 0.6 |
| N1M1P1R0 | Intrinsic/Extrinsic Motivation | Week 24 | 2.7 scores on a scale | Standard Deviation 0.5 |
| N1M1P1R0 | Intrinsic/Extrinsic Motivation | Baseline | 2.5 scores on a scale | Standard Deviation 0.3 |
| N1M1P0R0 | Intrinsic/Extrinsic Motivation | Week 24 | 3.0 scores on a scale | Standard Deviation 0 |
| N1M1P0R0 | Intrinsic/Extrinsic Motivation | Baseline | 2.8 scores on a scale | Standard Deviation 0 |
| N1M1P0R0 | Intrinsic/Extrinsic Motivation | Week 12 | 3.0 scores on a scale | Standard Deviation 0 |
| N1M1P0R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.2 scores on a scale | Standard Deviation 0.8 |
| N1M1P0R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.4 scores on a scale | Standard Deviation 0.6 |
| N1M1P0R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.6 scores on a scale | Standard Deviation 0.5 |
| N1L1P1R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.6 scores on a scale | Standard Deviation 0.9 |
| N1L1P1R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.1 scores on a scale | Standard Deviation 1.6 |
| N1L1P1R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.4 scores on a scale | Standard Deviation 1.2 |
| N1L1P1R0 | Intrinsic/Extrinsic Motivation | Week 24 | 1.2 scores on a scale | Standard Deviation 0.2 |
| N1L1P1R0 | Intrinsic/Extrinsic Motivation | Baseline | 1.0 scores on a scale | Standard Deviation 0 |
| N1L1P1R0 | Intrinsic/Extrinsic Motivation | Week 12 | 1.8 scores on a scale | Standard Deviation 0.1 |
| N1L1P0R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.0 scores on a scale | Standard Deviation 0.2 |
| N1L1P0R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.3 scores on a scale | Standard Deviation 0 |
| N1L1P0R1 | Intrinsic/Extrinsic Motivation | Week 12 | 1.8 scores on a scale | Standard Deviation 0.2 |
| F1M1P1R0 | Intrinsic/Extrinsic Motivation | Baseline | 2.7 scores on a scale | Standard Deviation 0.4 |
| F1M1P1R0 | Intrinsic/Extrinsic Motivation | Week 24 | 2.7 scores on a scale | Standard Deviation 0.8 |
| F1M1P1R0 | Intrinsic/Extrinsic Motivation | Week 12 | 2.8 scores on a scale | Standard Deviation 0.7 |
| F1M1P0R0 | Intrinsic/Extrinsic Motivation | Week 24 | 1.7 scores on a scale | Standard Deviation 0.6 |
| F1M1P0R0 | Intrinsic/Extrinsic Motivation | Baseline | 1.8 scores on a scale | Standard Deviation 0.4 |
| F1M1P0R0 | Intrinsic/Extrinsic Motivation | Week 12 | 2.0 scores on a scale | Standard Deviation 0.7 |
| F1M1P0R1 | Intrinsic/Extrinsic Motivation | Baseline | 1.8 scores on a scale | Standard Deviation 0.3 |
| F1M1P0R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.0 scores on a scale | Standard Deviation 0.4 |
| F1M1P0R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.2 scores on a scale | Standard Deviation 0.5 |
| F1L1P1R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.1 scores on a scale | Standard Deviation 0.3 |
| F1L1P1R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.1 scores on a scale | Standard Deviation 0.1 |
| F1L1P1R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.3 scores on a scale | Standard Deviation 0.3 |
| F1L1P1R0 | Intrinsic/Extrinsic Motivation | Week 24 | 3.7 scores on a scale | Standard Deviation 0 |
| F1L1P1R0 | Intrinsic/Extrinsic Motivation | Week 12 | 2.2 scores on a scale | Standard Deviation 0.8 |
| F1L1P1R0 | Intrinsic/Extrinsic Motivation | Baseline | 1.7 scores on a scale | Standard Deviation 0.2 |
| F1L1P0R0 | Intrinsic/Extrinsic Motivation | Baseline | 1.7 scores on a scale | Standard Deviation 0.5 |
| F1L1P0R0 | Intrinsic/Extrinsic Motivation | Week 12 | 2.0 scores on a scale | Standard Deviation 0 |
| F1L1P0R0 | Intrinsic/Extrinsic Motivation | Week 24 | 3.7 scores on a scale | Standard Deviation 0 |
| F1L1P0R1 | Intrinsic/Extrinsic Motivation | Week 24 | 2.3 scores on a scale | Standard Deviation 1.8 |
| F1L1P0R1 | Intrinsic/Extrinsic Motivation | Baseline | 2.5 scores on a scale | Standard Deviation 2.1 |
| F1L1P0R1 | Intrinsic/Extrinsic Motivation | Week 12 | 2.6 scores on a scale | Standard Deviation 2.2 |
Mental Health
Measured using the PHQ-8 depression scale at baseline, week 12 and week 24. This assessment measures depressive symptoms over the past 2 weeks. Respondents indicate how bothered they were by the following problems on a scale from 0 (not at all) to 3 (nearly every day). The minimum and maximum score are zero and 24, respectively. A lower score indicates fewer depressive symptoms.
Time frame: Measured at baseline, week 12 and 24
Population: The participants in the N1L1P0R0 group were not assessed because they walked too many steps at the baseline period
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| F1M1P1R1 | Mental Health | Week 12 | 2.0 scores on a scale | Standard Deviation 1 |
| F1M1P1R1 | Mental Health | Baseline | 4.3 scores on a scale | Standard Deviation 0.6 |
| F1M1P1R1 | Mental Health | Week 24 | 2.0 scores on a scale | Standard Deviation 0 |
| N1M1P1R1 | Mental Health | Baseline | 6.0 scores on a scale | Standard Deviation 6.2 |
| N1M1P1R1 | Mental Health | Week 12 | 5.0 scores on a scale | Standard Deviation 6.7 |
| N1M1P1R1 | Mental Health | Week 24 | 5.3 scores on a scale | Standard Deviation 5.3 |
| N1M1P1R0 | Mental Health | Week 12 | 15.5 scores on a scale | Standard Deviation 2.1 |
| N1M1P1R0 | Mental Health | Baseline | 12.7 scores on a scale | Standard Deviation 4.7 |
| N1M1P1R0 | Mental Health | Week 24 | 7.5 scores on a scale | Standard Deviation 3.5 |
| N1M1P0R0 | Mental Health | Week 24 | 11 scores on a scale | Standard Deviation 0 |
| N1M1P0R0 | Mental Health | Baseline | 10.0 scores on a scale | Standard Deviation 0 |
| N1M1P0R0 | Mental Health | Week 12 | 10.0 scores on a scale | Standard Deviation 0 |
| N1M1P0R1 | Mental Health | Baseline | 8.3 scores on a scale | Standard Deviation 2.5 |
| N1M1P0R1 | Mental Health | Week 24 | 3.3 scores on a scale | Standard Deviation 2.5 |
| N1M1P0R1 | Mental Health | Week 12 | 5.8 scores on a scale | Standard Deviation 4.6 |
| N1L1P1R1 | Mental Health | Week 12 | 3.0 scores on a scale | Standard Deviation 0 |
| N1L1P1R1 | Mental Health | Baseline | 6.0 scores on a scale | Standard Deviation 5.3 |
| N1L1P1R1 | Mental Health | Week 24 | 9.7 scores on a scale | Standard Deviation 7.4 |
| N1L1P1R0 | Mental Health | Week 24 | 7.0 scores on a scale | Standard Deviation 1.4 |
| N1L1P1R0 | Mental Health | Baseline | 4.0 scores on a scale | Standard Deviation 5.7 |
| N1L1P1R0 | Mental Health | Week 12 | 9.0 scores on a scale | Standard Deviation 0 |
| N1L1P0R1 | Mental Health | Week 12 | 2.8 scores on a scale | Standard Deviation 2.5 |
| N1L1P0R1 | Mental Health | Baseline | 3.0 scores on a scale | Standard Deviation 1.4 |
| N1L1P0R1 | Mental Health | Week 24 | 2.0 scores on a scale | Standard Deviation 2.8 |
| F1M1P1R0 | Mental Health | Baseline | 4.4 scores on a scale | Standard Deviation 4.6 |
| F1M1P1R0 | Mental Health | Week 12 | 6.6 scores on a scale | Standard Deviation 5.8 |
| F1M1P1R0 | Mental Health | Week 24 | 6.0 scores on a scale | Standard Deviation 9 |
| F1M1P0R0 | Mental Health | Week 12 | 3.3 scores on a scale | Standard Deviation 2.1 |
| F1M1P0R0 | Mental Health | Baseline | 1.0 scores on a scale | Standard Deviation 1.4 |
| F1M1P0R0 | Mental Health | Week 24 | 4.0 scores on a scale | Standard Deviation 4 |
| F1M1P0R1 | Mental Health | Week 12 | 5.3 scores on a scale | Standard Deviation 3.6 |
| F1M1P0R1 | Mental Health | Baseline | 4.8 scores on a scale | Standard Deviation 4.4 |
| F1M1P0R1 | Mental Health | Week 24 | 7.2 scores on a scale | Standard Deviation 4.5 |
| F1L1P1R1 | Mental Health | Week 24 | 4.7 scores on a scale | Standard Deviation 6.4 |
| F1L1P1R1 | Mental Health | Week 12 | 7.0 scores on a scale | Standard Deviation 7.2 |
| F1L1P1R1 | Mental Health | Baseline | 7.3 scores on a scale | Standard Deviation 7 |
| F1L1P1R0 | Mental Health | Week 12 | 3.0 scores on a scale | Standard Deviation 1.4 |
| F1L1P1R0 | Mental Health | Baseline | 5.0 scores on a scale | Standard Deviation 1.4 |
| F1L1P1R0 | Mental Health | Week 24 | 5.0 scores on a scale | Standard Deviation 0 |
| F1L1P0R0 | Mental Health | Baseline | 2.5 scores on a scale | Standard Deviation 3.5 |
| F1L1P0R0 | Mental Health | Week 24 | 0 scores on a scale | Standard Deviation 0 |
| F1L1P0R0 | Mental Health | Week 12 | 0 scores on a scale | Standard Deviation 0 |
| F1L1P0R1 | Mental Health | Week 12 | 3.5 scores on a scale | Standard Deviation 4.9 |
| F1L1P0R1 | Mental Health | Week 24 | 3.5 scores on a scale | Standard Deviation 0.7 |
| F1L1P0R1 | Mental Health | Baseline | 3.0 scores on a scale | Standard Deviation 1.4 |
Self-efficacy
Measured using the Exercise Self-Efficacy Scale at baseline, week 12 and week 24 (McAuley E 1993). This scale measures self-efficacy on nine different measures from not confident (0 rating) to very confident (10 rating).The range is 0 to 10. A higher rating indicates that the respondent is more confident they will be able to overcome barriers to physical activity.
Time frame: Measured at baseline, week 12 and 24
Population: The participants in the N1L1P0R0 group were not assessed because they walked too many steps at the baseline period
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| F1M1P1R1 | Self-efficacy | Week 24 | 4.3 score on a scale | Standard Deviation 0.2 |
| F1M1P1R1 | Self-efficacy | Week 12 | 5.9 score on a scale | Standard Deviation 1.1 |
| F1M1P1R1 | Self-efficacy | Baseline | 5.1 score on a scale | Standard Deviation 1.4 |
| N1M1P1R1 | Self-efficacy | Baseline | 5.7 score on a scale | Standard Deviation 1.5 |
| N1M1P1R1 | Self-efficacy | Week 24 | 6.7 score on a scale | Standard Deviation 1.9 |
| N1M1P1R1 | Self-efficacy | Week 12 | 6.4 score on a scale | Standard Deviation 2.1 |
| N1M1P1R0 | Self-efficacy | Baseline | 5.9 score on a scale | Standard Deviation 1.4 |
| N1M1P1R0 | Self-efficacy | Week 24 | 6.8 score on a scale | Standard Deviation 2.4 |
| N1M1P1R0 | Self-efficacy | Week 12 | 5.0 score on a scale | Standard Deviation 2.1 |
| N1M1P0R0 | Self-efficacy | Week 24 | 1.3 score on a scale | Standard Deviation 0 |
| N1M1P0R0 | Self-efficacy | Baseline | 2.1 score on a scale | Standard Deviation 0 |
| N1M1P0R0 | Self-efficacy | Week 12 | 2.1 score on a scale | Standard Deviation 0 |
| N1M1P0R1 | Self-efficacy | Week 12 | 5.0 score on a scale | Standard Deviation 1.6 |
| N1M1P0R1 | Self-efficacy | Week 24 | 5.0 score on a scale | Standard Deviation 1.8 |
| N1M1P0R1 | Self-efficacy | Baseline | 5.6 score on a scale | Standard Deviation 3.7 |
| N1L1P1R1 | Self-efficacy | Week 24 | 7.1 score on a scale | Standard Deviation 2.1 |
| N1L1P1R1 | Self-efficacy | Baseline | 5.0 score on a scale | Standard Deviation 2 |
| N1L1P1R1 | Self-efficacy | Week 12 | 5.6 score on a scale | Standard Deviation 1.4 |
| N1L1P1R0 | Self-efficacy | Baseline | 9.5 score on a scale | Standard Deviation 0.7 |
| N1L1P1R0 | Self-efficacy | Week 12 | 5.8 score on a scale | Standard Deviation 3.1 |
| N1L1P1R0 | Self-efficacy | Week 24 | 8.2 score on a scale | Standard Deviation 1.7 |
| N1L1P0R1 | Self-efficacy | Week 24 | 4.9 score on a scale | Standard Deviation 1.3 |
| N1L1P0R1 | Self-efficacy | Baseline | 6.4 score on a scale | Standard Deviation 0.5 |
| N1L1P0R1 | Self-efficacy | Week 12 | 6.6 score on a scale | Standard Deviation 1.8 |
| F1M1P1R0 | Self-efficacy | Week 24 | 5.6 score on a scale | Standard Deviation 1.9 |
| F1M1P1R0 | Self-efficacy | Baseline | 5.6 score on a scale | Standard Deviation 2.9 |
| F1M1P1R0 | Self-efficacy | Week 12 | 5.0 score on a scale | Standard Deviation 1.1 |
| F1M1P0R0 | Self-efficacy | Week 24 | 5.0 score on a scale | Standard Deviation 2.8 |
| F1M1P0R0 | Self-efficacy | Baseline | 5.0 score on a scale | Standard Deviation 3.3 |
| F1M1P0R0 | Self-efficacy | Week 12 | 3.2 score on a scale | Standard Deviation 1.9 |
| F1M1P0R1 | Self-efficacy | Baseline | 6.9 score on a scale | Standard Deviation 1.9 |
| F1M1P0R1 | Self-efficacy | Week 24 | 5.4 score on a scale | Standard Deviation 1.5 |
| F1M1P0R1 | Self-efficacy | Week 12 | 5.5 score on a scale | Standard Deviation 1 |
| F1L1P1R1 | Self-efficacy | Week 12 | 6.0 score on a scale | Standard Deviation 1.3 |
| F1L1P1R1 | Self-efficacy | Baseline | 5.9 score on a scale | Standard Deviation 2.3 |
| F1L1P1R1 | Self-efficacy | Week 24 | 6.0 score on a scale | Standard Deviation 0.2 |
| F1L1P1R0 | Self-efficacy | Baseline | 5.2 score on a scale | Standard Deviation 0.2 |
| F1L1P1R0 | Self-efficacy | Week 12 | 4.4 score on a scale | Standard Deviation 1.3 |
| F1L1P1R0 | Self-efficacy | Week 24 | 4.1 score on a scale | Standard Deviation 0 |
| F1L1P0R0 | Self-efficacy | Week 12 | 5.6 score on a scale | Standard Deviation 0 |
| F1L1P0R0 | Self-efficacy | Baseline | 4.9 score on a scale | Standard Deviation 3.5 |
| F1L1P0R0 | Self-efficacy | Week 24 | 4.3 score on a scale | Standard Deviation 0 |
| F1L1P0R1 | Self-efficacy | Week 24 | 4.2 score on a scale | Standard Deviation 1.3 |
| F1L1P0R1 | Self-efficacy | Baseline | 6.5 score on a scale | Standard Deviation 2.6 |
| F1L1P0R1 | Self-efficacy | Week 12 | 2.2 score on a scale | Standard Deviation 1 |