Sedentary Lifestyle, Self-control
Conditions
Keywords
Physical exercise, Behavior change
Brief summary
The goal of this study is to test self-control as a behavior change mechanism for physical activity and to investigate whether a smartphone-based self-control intervention can increase physical activity among sedentary middle-aged adults.
Detailed description
It is widely known that being physically active is beneficial for one's health and well-being, yet only a small percentage of adults engage in the recommended amounts of physical activity. Research has shown that health-damaging behaviors such as a sedentary lifestyle can be attributed in part to a lack of self-control. There is some evidence that self-control strategies can be improved with targeted interventions. The overall aim of the proposed study is to test self-control as a behavior change mechanism for physical activity and to investigate whether a smartphone-based self-control intervention can increase physical activity among sedentary middle-aged and older adults. To test the effect of this self-control intervention, participants will be randomized into two conditions: The self-control treatment group and the control group. Both groups will track their daily physical activity using a Fitbit step counter over eight weeks. Additionally, the self-control intervention group will receive a 7-week smartphone-based self-control intervention to learn strategies how to potentiate desirable impulses or weaken undesirable ones. It is expected that the self-control treatment group will show greater increases in physical activity and that changes will last longer compared to the control group. Self-control is expected to mediate the relationship between condition and physical activity. It is predicted that the self-control treatment group will show greater changes in self-control compared to the control group and that people who increase more in self-control also increase more in their physical activity. Two versions of the MindHike smartphone application will be used to communicate with all participants. The self-control treatment group will receive a version delivering a self-control intervention. The control group will receive a minimal version without the interventional components. Both groups are matched in terms of contact frequency.
Interventions
Participants will wear a Fitbit for 8 weeks to record their daily activity data. The first week of the study will provide a baseline measurement of activity. Across the 8 weeks, participants receive daily reminders to wear their Fitbit. After the baseline week, participants will also receive interventional components that target self-control via the smartphone application MindHike. This intervention should help them achieve their activity goals. The self-control intervention teaches strategies how to potentiate desirable impulses and how to avoid undesirable impulses in daily life.
Participants will wear a Fitbit for 8 weeks to record their daily activity data. The first week of the study will provide a baseline measurement of activity. Participants in this condition receive daily reminders to wear their Fitbit through the MindHike smartphone application. Participants in the control group will be matched with the self-control intervention group for how much contact they have with the app and the researchers.
Sponsors
Study design
Eligibility
Inclusion criteria
* between 35-65 years of age * fluent in English * fit enough to walk for at least 20 min at a time * owns a smartphone
Exclusion criteria
* experienced a fall or heart problem/condition in the last 6 months * is currently participating in an exercise program to increase physical activity * is already physically active (physically active = exercise regularly 3 times per week, or more for at least 30min) * was advised by a doctor to not walk due to health conditions
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Objective Physical Activity | Average daily steps baseline week (week 1); average daily steps between pretest and posttest (week 2-8); average daily steps between posttest and followup (week 9-12) | Average daily steps baseline week, average daily steps between pretest and posttest, and average daily steps between posttest and followup. A higher score means more steps. |
| Self-Reported Physical Activity | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | International Physical Activity Questionnaire - short version. A continuous score will be calculated expressed as MET (Metabolic Equivalents) minutes per week: Total MET-min/week = (Walk METs\*min\*days) + (Mod METs\*min\*days) + Vig METs\*min\*days). A higher score means higher level of physical activity. |
| Self-Control | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | The Brief Self-Control Scale was used to measure self-control. Items are assessed from 1 (not at all) to 5 (very much). A mean across all items will be calculated. A higher score means a higher score in self-control. |
| Weekly Self-Control | Week 1, Week 2, Week 3, Week 4, Week 5, Week 6, Week 7 | The Brief Self-Control Scale was used to measure weekly self-control. Items are assessed from 1 (not at all) to 5 (very much). A mean across all items will be calculated. A higher score means a higher score in self-control. Participants were asked to answer the items with respect to the last week. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Stop & Go Switch Task | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | To measure attention switching and inhibitory control, we used the newly developed online app version of the Stop & Go Switch Task (SGST). The SGST requires alternating between the normal condition (i.e., respond Go to the stimulus Green and Stop to the stimulus Red) and the reverse condition (i.e., respond Stop to the stimulus Green and Go to the stimulus Red). For the SGST, the total number of correct responses across the mixed trials were calculated. Total range: 0 - 32. A higher score means a better outcome. |
| Big Five Personality Traits | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | The Big Five Inventory 2 was used to assess the Big Five personality traits. Items are assessed from 1 (disagree strongly) to 5 (agree strongly). A mean across all items per personality trait will be calculated. A higher score means a higher score on a personality trait. |
| Immediate Word List Recall Task | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | Immediate episodic memory for verbal materials are tested using free recall of a word list drawn from the Rey Auditory-Verbal Learning Test. Participants are instructed to read carefully a list of 15 words which are presented at a rate of one second per word, and then to recall as many words as possible. In scoring the accuracy measure, one point is given for each correct response. Possible range: 0 - 15. A higher score means a better outcome. |
| Backward Digit Span Test | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | To measure working memory capacity, we used the backward digit span test from the WAIS-III. The task includes increasingly longer series of digits, ranging from two to eight digits. Participants attempt to repeat them in the reverse order from which they were shown. The score is the longest string that is repeated exactly in reverse order. Digits are presented at a rate of one per second, beginning with a set size of two digits and progressing to eight digits. The accuracy score is the largest set size that was correctly reproduced. Possible range: 0 - 8. A higher score means a better outcome. |
| Exercise Self-efficacy | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | Nine items were used to assess how sure participants are that they will exercise under certain circumstances (e.g., when you are feeling under pressure or when you are away from home). Items were assessed from 1 (very sure) to 4 (not at all sure). A mean across all items will be calculated. A higher score means lower exercise self-efficacy. |
| Satisfaction With Life | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | The Satisfaction with life scale was used to assess satisfaction with life. Items were assessed from 1 (disagree strongly) to 7 (agree strongly). A mean across all items will be calculated. A higher score means a higher satisfaction with life. |
| Sense of Control | Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3 | 12 items were used to assess sense of control. The scale consisted of two subscales: personal mastery (e.g., I can do just about anything I really set my mind to) and perceived constraints (e.g., What happens in my life is often beyond my control). All items were rated on a scale ranging from strongly agree (1) to strongly disagree (7). All items were coded so that a higher score reflected greater personal mastery and greater perceived constraints, respectively. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Self-control Treatment Group The self-control treatment group will wear a Fitbit step counter across 8 weeks. In addition, they will use the MindHike smartphone application across 8 weeks. Each day, the app sends the a reminder to wear the Fitbit as well as a short interventional input targeting self-control.
Self-control intervention: Participants will wear a Fitbit for 8 weeks to record their daily activity data. The first week of the study will provide a baseline measurement of activity. Across the 8 weeks, participants receive daily reminders to wear their Fitbit. After the baseline week, participants will also receive interventional components that target self-control via the smartphone application MindHike. This intervention should help them achieve their activity goals. The self-control intervention teaches strategies how to potentiate desirable impulses and how to avoid undesirable impulses in daily life. | 42 |
| Control Group The control group will wear a Fitbit step counter across 8 weeks. In addition, they will use the MindHike smartphone application across 8 weeks. Each day, the app sends the a reminder to wear the Fitbit.
Control condition: Participants will wear a Fitbit for 8 weeks to record their daily activity data. The first week of the study will provide a baseline measurement of activity. Participants in this condition receive daily reminders to wear their Fitbit through the MindHike smartphone application. Participants in the control group will be matched with the self-control intervention group for how much contact they have with the app and the researchers. | 38 |
| Total | 80 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| Overall Study | Withdrawal by Subject | 1 | 0 |
Baseline characteristics
| Characteristic | Self-control Treatment Group | Total | Control Group |
|---|---|---|---|
| Age, Continuous | 44.90 years STANDARD_DEVIATION 7.16 | 46.96 years STANDARD_DEVIATION 9.54 | 49.24 years STANDARD_DEVIATION 11.28 |
| Ethnicity (NIH/OMB) Hispanic or Latino | 4 Participants | 4 Participants | 0 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 38 Participants | 76 Participants | 38 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Asian | 7 Participants | 8 Participants | 1 Participants |
| Race (NIH/OMB) Black or African American | 6 Participants | 11 Participants | 5 Participants |
| Race (NIH/OMB) More than one race | 2 Participants | 4 Participants | 2 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) White | 27 Participants | 57 Participants | 30 Participants |
| Region of Enrollment United States | 42 participants | 80 participants | 38 participants |
| Sex: Female, Male Female | 33 Participants | 62 Participants | 29 Participants |
| Sex: Female, Male Male | 9 Participants | 18 Participants | 9 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 42 | 0 / 39 |
| other Total, other adverse events | 0 / 42 | 0 / 39 |
| serious Total, serious adverse events | 0 / 42 | 0 / 39 |
Outcome results
Objective Physical Activity
Average daily steps baseline week, average daily steps between pretest and posttest, and average daily steps between posttest and followup. A higher score means more steps.
Time frame: Average daily steps baseline week (week 1); average daily steps between pretest and posttest (week 2-8); average daily steps between posttest and followup (week 9-12)
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures. Some participants did not provide their step data.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Objective Physical Activity | Average daily steps baseline week (week 1) | 6184.45 Average Daily Steps | Standard Deviation 3084.61 |
| Self-control Treatment Group | Objective Physical Activity | Average daily steps between pretest and posttest (weeks 2-8) | 6647.71 Average Daily Steps | Standard Deviation 2787.96 |
| Self-control Treatment Group | Objective Physical Activity | Average daily steps between posttest and follow-up (weeks 9-12) | 6426.23 Average Daily Steps | Standard Deviation 3167.05 |
| Control Group | Objective Physical Activity | Average daily steps baseline week (week 1) | 6671.81 Average Daily Steps | Standard Deviation 4213.5 |
| Control Group | Objective Physical Activity | Average daily steps between pretest and posttest (weeks 2-8) | 6932.25 Average Daily Steps | Standard Deviation 6071.56 |
| Control Group | Objective Physical Activity | Average daily steps between posttest and follow-up (weeks 9-12) | 6722.13 Average Daily Steps | Standard Deviation 4638.01 |
Self-Control
The Brief Self-Control Scale was used to measure self-control. Items are assessed from 1 (not at all) to 5 (very much). A mean across all items will be calculated. A higher score means a higher score in self-control.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Self-Control | T1 | 3.32 units on a scale | Standard Deviation 0.6 |
| Self-control Treatment Group | Self-Control | T2 | 3.54 units on a scale | Standard Deviation 0.63 |
| Self-control Treatment Group | Self-Control | T3 | 3.63 units on a scale | Standard Deviation 0.65 |
| Control Group | Self-Control | T1 | 3.42 units on a scale | Standard Deviation 0.75 |
| Control Group | Self-Control | T2 | 3.62 units on a scale | Standard Deviation 0.76 |
| Control Group | Self-Control | T3 | 3.63 units on a scale | Standard Deviation 0.75 |
Self-Reported Physical Activity
International Physical Activity Questionnaire - short version. A continuous score will be calculated expressed as MET (Metabolic Equivalents) minutes per week: Total MET-min/week = (Walk METs\*min\*days) + (Mod METs\*min\*days) + Vig METs\*min\*days). A higher score means higher level of physical activity.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Self-Reported Physical Activity | T1 | 1598.95 MET minutes/week | Standard Deviation 2461.04 |
| Self-control Treatment Group | Self-Reported Physical Activity | T2 | 3268.70 MET minutes/week | Standard Deviation 3754.73 |
| Self-control Treatment Group | Self-Reported Physical Activity | T3 | 3891.36 MET minutes/week | Standard Deviation 6362.59 |
| Control Group | Self-Reported Physical Activity | T1 | 2460.11 MET minutes/week | Standard Deviation 4157.84 |
| Control Group | Self-Reported Physical Activity | T2 | 3122.72 MET minutes/week | Standard Deviation 3811.26 |
| Control Group | Self-Reported Physical Activity | T3 | 2778.18 MET minutes/week | Standard Deviation 3586.78 |
Weekly Self-Control
The Brief Self-Control Scale was used to measure weekly self-control. Items are assessed from 1 (not at all) to 5 (very much). A mean across all items will be calculated. A higher score means a higher score in self-control. Participants were asked to answer the items with respect to the last week.
Time frame: Week 1, Week 2, Week 3, Week 4, Week 5, Week 6, Week 7
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Weekly Self-Control | Week 3 | 6.11 units on a scale | Standard Deviation 1.51 |
| Self-control Treatment Group | Weekly Self-Control | Week 5 | 6.13 units on a scale | Standard Deviation 1.4 |
| Self-control Treatment Group | Weekly Self-Control | Week 1 | 5.81 units on a scale | Standard Deviation 1.31 |
| Self-control Treatment Group | Weekly Self-Control | Week 6 | 6.49 units on a scale | Standard Deviation 1.3 |
| Self-control Treatment Group | Weekly Self-Control | Week 4 | 6.26 units on a scale | Standard Deviation 1.32 |
| Self-control Treatment Group | Weekly Self-Control | Week 7 | 6.53 units on a scale | Standard Deviation 1.49 |
| Self-control Treatment Group | Weekly Self-Control | Week 2 | 6.07 units on a scale | Standard Deviation 1.5 |
| Control Group | Weekly Self-Control | Week 7 | 6.46 units on a scale | Standard Deviation 1.44 |
| Control Group | Weekly Self-Control | Week 2 | 6.14 units on a scale | Standard Deviation 1.66 |
| Control Group | Weekly Self-Control | Week 3 | 6.52 units on a scale | Standard Deviation 1.52 |
| Control Group | Weekly Self-Control | Week 1 | 6.28 units on a scale | Standard Deviation 1.48 |
| Control Group | Weekly Self-Control | Week 4 | 6.37 units on a scale | Standard Deviation 1.61 |
| Control Group | Weekly Self-Control | Week 5 | 6.53 units on a scale | Standard Deviation 1.56 |
| Control Group | Weekly Self-Control | Week 6 | 6.52 units on a scale | Standard Deviation 1.55 |
Backward Digit Span Test
To measure working memory capacity, we used the backward digit span test from the WAIS-III. The task includes increasingly longer series of digits, ranging from two to eight digits. Participants attempt to repeat them in the reverse order from which they were shown. The score is the longest string that is repeated exactly in reverse order. Digits are presented at a rate of one per second, beginning with a set size of two digits and progressing to eight digits. The accuracy score is the largest set size that was correctly reproduced. Possible range: 0 - 8. A higher score means a better outcome.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Backward Digit Span Test | T1 | 5.17 score on a scale | Standard Deviation 2.84 |
| Self-control Treatment Group | Backward Digit Span Test | T2 | 4.30 score on a scale | Standard Deviation 3.13 |
| Self-control Treatment Group | Backward Digit Span Test | T3 | 4.11 score on a scale | Standard Deviation 3.5 |
| Control Group | Backward Digit Span Test | T1 | 4.63 score on a scale | Standard Deviation 2.81 |
| Control Group | Backward Digit Span Test | T2 | 4.17 score on a scale | Standard Deviation 2.66 |
| Control Group | Backward Digit Span Test | T3 | 3.11 score on a scale | Standard Deviation 3.06 |
Big Five Personality Traits
The Big Five Inventory 2 was used to assess the Big Five personality traits. Items are assessed from 1 (disagree strongly) to 5 (agree strongly). A mean across all items per personality trait will be calculated. A higher score means a higher score on a personality trait.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Big Five Personality Traits | T2 Neuroticism | 2.80 units on a scale | Standard Deviation 0.88 |
| Self-control Treatment Group | Big Five Personality Traits | T1 Conscientiousness | 3.87 units on a scale | Standard Deviation 0.72 |
| Self-control Treatment Group | Big Five Personality Traits | T3 Extraversion | 3.44 units on a scale | Standard Deviation 0.68 |
| Self-control Treatment Group | Big Five Personality Traits | T2 Consientiousness | 3.92 units on a scale | Standard Deviation 0.66 |
| Self-control Treatment Group | Big Five Personality Traits | T1 Extraversion | 3.41 units on a scale | Standard Deviation 0.72 |
| Self-control Treatment Group | Big Five Personality Traits | T3 Conscientiousness | 3.88 units on a scale | Standard Deviation 0.67 |
| Self-control Treatment Group | Big Five Personality Traits | T1 Agreeableness | 3.95 units on a scale | Standard Deviation 0.62 |
| Self-control Treatment Group | Big Five Personality Traits | T3 Neuroticism | 2.76 units on a scale | Standard Deviation 0.89 |
| Self-control Treatment Group | Big Five Personality Traits | T1 Neuroticism | 2.82 units on a scale | Standard Deviation 0.91 |
| Self-control Treatment Group | Big Five Personality Traits | T1 Open-Mindedness | 4.07 units on a scale | Standard Deviation 0.54 |
| Self-control Treatment Group | Big Five Personality Traits | T2 Agreeableness | 3.90 units on a scale | Standard Deviation 0.59 |
| Self-control Treatment Group | Big Five Personality Traits | T2 Open-Mindedness | 3.93 units on a scale | Standard Deviation 0.69 |
| Self-control Treatment Group | Big Five Personality Traits | T2 Extraversion | 3.49 units on a scale | Standard Deviation 0.65 |
| Self-control Treatment Group | Big Five Personality Traits | T3 Open-Mindedness | 3.92 units on a scale | Standard Deviation 0.63 |
| Self-control Treatment Group | Big Five Personality Traits | T3 Agreeableness | 3.70 units on a scale | Standard Deviation 0.63 |
| Control Group | Big Five Personality Traits | T3 Open-Mindedness | 3.99 units on a scale | Standard Deviation 0.82 |
| Control Group | Big Five Personality Traits | T1 Neuroticism | 2.90 units on a scale | Standard Deviation 1 |
| Control Group | Big Five Personality Traits | T1 Extraversion | 3.34 units on a scale | Standard Deviation 0.86 |
| Control Group | Big Five Personality Traits | T2 Extraversion | 3.43 units on a scale | Standard Deviation 0.87 |
| Control Group | Big Five Personality Traits | T3 Extraversion | 3.35 units on a scale | Standard Deviation 0.93 |
| Control Group | Big Five Personality Traits | T1 Agreeableness | 3.89 units on a scale | Standard Deviation 0.66 |
| Control Group | Big Five Personality Traits | T2 Agreeableness | 3.85 units on a scale | Standard Deviation 0.63 |
| Control Group | Big Five Personality Traits | T3 Agreeableness | 3.78 units on a scale | Standard Deviation 0.63 |
| Control Group | Big Five Personality Traits | T1 Conscientiousness | 3.90 units on a scale | Standard Deviation 0.8 |
| Control Group | Big Five Personality Traits | T2 Consientiousness | 3.89 units on a scale | Standard Deviation 0.81 |
| Control Group | Big Five Personality Traits | T2 Neuroticism | 2.82 units on a scale | Standard Deviation 0.89 |
| Control Group | Big Five Personality Traits | T3 Neuroticism | 2.83 units on a scale | Standard Deviation 0.94 |
| Control Group | Big Five Personality Traits | T1 Open-Mindedness | 4.04 units on a scale | Standard Deviation 0.82 |
| Control Group | Big Five Personality Traits | T2 Open-Mindedness | 4.05 units on a scale | Standard Deviation 0.76 |
| Control Group | Big Five Personality Traits | T3 Conscientiousness | 3.78 units on a scale | Standard Deviation 0.71 |
Exercise Self-efficacy
Nine items were used to assess how sure participants are that they will exercise under certain circumstances (e.g., when you are feeling under pressure or when you are away from home). Items were assessed from 1 (very sure) to 4 (not at all sure). A mean across all items will be calculated. A higher score means lower exercise self-efficacy.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Exercise Self-efficacy | T1 | 2.43 units on a scale | Standard Deviation 0.89 |
| Self-control Treatment Group | Exercise Self-efficacy | T2 | 2.33 units on a scale | Standard Deviation 0.78 |
| Self-control Treatment Group | Exercise Self-efficacy | T3 | 2.26 units on a scale | Standard Deviation 0.81 |
| Control Group | Exercise Self-efficacy | T1 | 2.48 units on a scale | Standard Deviation 0.95 |
| Control Group | Exercise Self-efficacy | T2 | 2.15 units on a scale | Standard Deviation 0.8 |
| Control Group | Exercise Self-efficacy | T3 | 2.14 units on a scale | Standard Deviation 0.74 |
Immediate Word List Recall Task
Immediate episodic memory for verbal materials are tested using free recall of a word list drawn from the Rey Auditory-Verbal Learning Test. Participants are instructed to read carefully a list of 15 words which are presented at a rate of one second per word, and then to recall as many words as possible. In scoring the accuracy measure, one point is given for each correct response. Possible range: 0 - 15. A higher score means a better outcome.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Immediate Word List Recall Task | T1 | 7.57 score on a scale | Standard Deviation 3.17 |
| Self-control Treatment Group | Immediate Word List Recall Task | T2 | 6.84 score on a scale | Standard Deviation 2.44 |
| Self-control Treatment Group | Immediate Word List Recall Task | T3 | 7.42 score on a scale | Standard Deviation 2.7 |
| Control Group | Immediate Word List Recall Task | T1 | 5.84 score on a scale | Standard Deviation 2.58 |
| Control Group | Immediate Word List Recall Task | T2 | 6.69 score on a scale | Standard Deviation 3.37 |
| Control Group | Immediate Word List Recall Task | T3 | 7.41 score on a scale | Standard Deviation 2.8 |
Satisfaction With Life
The Satisfaction with life scale was used to assess satisfaction with life. Items were assessed from 1 (disagree strongly) to 7 (agree strongly). A mean across all items will be calculated. A higher score means a higher satisfaction with life.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Satisfaction With Life | T1 | 4.55 units on a scale | Standard Deviation 1.4 |
| Self-control Treatment Group | Satisfaction With Life | T2 | 4.64 units on a scale | Standard Deviation 1.57 |
| Self-control Treatment Group | Satisfaction With Life | T3 | 4.75 units on a scale | Standard Deviation 1.41 |
| Control Group | Satisfaction With Life | T1 | 4.00 units on a scale | Standard Deviation 1.49 |
| Control Group | Satisfaction With Life | T2 | 4.24 units on a scale | Standard Deviation 1.61 |
| Control Group | Satisfaction With Life | T3 | 4.08 units on a scale | Standard Deviation 1.58 |
Sense of Control
12 items were used to assess sense of control. The scale consisted of two subscales: personal mastery (e.g., I can do just about anything I really set my mind to) and perceived constraints (e.g., What happens in my life is often beyond my control). All items were rated on a scale ranging from strongly agree (1) to strongly disagree (7). All items were coded so that a higher score reflected greater personal mastery and greater perceived constraints, respectively.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Sense of Control | T2 Personal Mastery | 5.59 units on a scale | Standard Deviation 1.08 |
| Self-control Treatment Group | Sense of Control | T1 Perceived Constraints | 3.33 units on a scale | Standard Deviation 1.35 |
| Self-control Treatment Group | Sense of Control | T1 Personal Mastery | 5.64 units on a scale | Standard Deviation 1.2 |
| Self-control Treatment Group | Sense of Control | T2 Perceived Constraints | 3.35 units on a scale | Standard Deviation 1.44 |
| Self-control Treatment Group | Sense of Control | T3 Perceived Constraints | 3.25 units on a scale | Standard Deviation 1.52 |
| Self-control Treatment Group | Sense of Control | T3 Personal Mastery | 5.75 units on a scale | Standard Deviation 0.98 |
| Control Group | Sense of Control | T3 Perceived Constraints | 3.48 units on a scale | Standard Deviation 1.44 |
| Control Group | Sense of Control | T1 Personal Mastery | 5.75 units on a scale | Standard Deviation 1.27 |
| Control Group | Sense of Control | T2 Personal Mastery | 5.66 units on a scale | Standard Deviation 1.03 |
| Control Group | Sense of Control | T3 Personal Mastery | 5.41 units on a scale | Standard Deviation 1.32 |
| Control Group | Sense of Control | T1 Perceived Constraints | 3.23 units on a scale | Standard Deviation 1.34 |
| Control Group | Sense of Control | T2 Perceived Constraints | 3.32 units on a scale | Standard Deviation 1.43 |
Stop & Go Switch Task
To measure attention switching and inhibitory control, we used the newly developed online app version of the Stop & Go Switch Task (SGST). The SGST requires alternating between the normal condition (i.e., respond Go to the stimulus Green and Stop to the stimulus Red) and the reverse condition (i.e., respond Stop to the stimulus Green and Go to the stimulus Red). For the SGST, the total number of correct responses across the mixed trials were calculated. Total range: 0 - 32. A higher score means a better outcome.
Time frame: Baseline (Pretest) T1, Week 8 (Posttest) T2, Week 12 (Follow-up) T3
Population: Please note that some participants did not answer all questions/questionnaires because they were allowed to skip questions hence the discrepancy between measures.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Self-control Treatment Group | Stop & Go Switch Task | T1 | 27.32 score on a scale | Standard Deviation 3.07 |
| Self-control Treatment Group | Stop & Go Switch Task | T2 | 24.08 score on a scale | Standard Deviation 6.19 |
| Self-control Treatment Group | Stop & Go Switch Task | T3 | 26.46 score on a scale | Standard Deviation 4.2 |
| Control Group | Stop & Go Switch Task | T1 | 24.72 score on a scale | Standard Deviation 7.48 |
| Control Group | Stop & Go Switch Task | T2 | 25.14 score on a scale | Standard Deviation 6.3 |
| Control Group | Stop & Go Switch Task | T3 | 25.44 score on a scale | Standard Deviation 4.53 |