Insulin Resistance, Obesity, Sedentary Lifestyle
Conditions
Brief summary
Among youth populations, American Indians have the highest prevalence of diabetes in the United States. This study will use exercise as the principal lifestyle modification approach to reduce the risk of diabetes in this population. The Choctaw Nation of Oklahoma has several excellent, but underutilized wellness facilities in their Health Services Area in rural Southeast Oklahoma, a low socioeconomic region. It has been established that exercise lowers diabetes risk, and many overweight/obese, insulin resistant American Indian youth who live in this region would benefit from an increase in regular exercise. The challenge is to modify behavior so that routine exercise is established and maintained. The proposed study will test whether monetary incentives can elicit greater frequency and duration of exercise in American Indian youth when transportation and access barriers are reduced.
Detailed description
Study participants in the intervention arm of the study will be asked to exercise on 3 days per week for 48 weeks. Clinical and physical assessments will be performed at baseline and after 16, 32 and 48 weeks. Participants will be randomized into one of two groups. Each group will receive payment for exercise sessions completed but one group will be on a fixed schedule of compensation and the other will have a schedule that incentivizes frequency or duration of exercise. In addition, two reference groups of age-matched participants who are normal weight and subclassified as having either low or high levels of physical activity and fitness will be tested. The reference groups will complete baseline tests and will not enter the exercise intervention program.
Interventions
All participants will perform exercise training at the wellness center. Exercise duration and intensity will be recorded with heart rate monitors.
Sponsors
Study design
Eligibility
Inclusion criteria
for exercise intervention cohort: * 11.0-20.9 years old * overweight or obese * family history of diabetes (primary or secondary relative) * not in sports or exercise program (3 or fewer days per week of moderate-to-vigorous intensity physical activity, MVPA) for prior 3 months * Tanner stage 2 or above Inclusion Criteria for reference group cohort: * 11.0-20.9 years old * normal weight * For low physical activity subgroup: not in sports or exercise program (3 or fewer days per week of MVPA) for prior 3 months * For high physical activity subgroup: \>30 minutes of structured MVPA on \>3 days/week over the preceding 3 months * Tanner stage 2 or above
Exclusion criteria
for all participants: * metabolic, endocrine, cardiovascular, kidney disease * orthopedic problems that limit physical activity * medications or treatments that would interfere with the outcomes and interpretations * smoking or tobacco use * alcohol or illicit drug use * pregnancy
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change From Baseline in Volume of Exercise (Total Time) | at baseline (week 0) and weeks 16, 32, and 48. | Frequency and duration of moderate-to-vigorous physical activity will be measured using heart rate monitors. The monitors will be worn each exercise session. Participants are asked to complete 3 exercise sessions per week throughout the 48-week period of enrollment. The primary comparison between the experimental and active comparator groups will be the volume of exercise (total time) accumulated. Comparisons will be made for accumulated exercise volume at 16, 32, and 48 weeks and the change from baseline (week 0). |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Insulin Resistance | at baseline (week 0) and weeks 16, 32, and 48. | Fasting blood glucose and insulin concentration will be measured and used to calculate the homeostatic model of assessment for insulin resistance (iHOMA2, %S). Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups. |
| Exercise Fitness | at baseline (week 0) and weeks 16, 32, and 48. | Peak oxygen uptake (VO2max) during a progressive intensity bicycle test to fatigue. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups. |
| Body Composition | at baseline (week 0) and weeks 16, 32, and 48. | Body fat content. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Physical Activity | at baseline (week 0) and weeks 16, 32, and 48. | Daily step counts measured with accelerometers. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups. |
| Blood Lipids | at baseline (week 0) and weeks 16, 32, and 48. | Standard assessment of fasting triglycerides. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups. |
Countries
United States
Participant flow
Recruitment details
Recruitment for the exercise intervention was July 2013 - April 2016. Recruitment for the reference group was July 2015 - April 2017. All participants were were recruited from medical clinics, schools, or community settings in Southeast Oklahoma.
Pre-assignment details
142 people enrolled (completed informed consent). During screening, 4 OW/Ob and 8 NW people were disqualified, and 5 OW/Ob and 5 NW people voluntarily withdrew. Baseline data were thus available for 120 people. After baseline testing was complete, 81 OW/Ob participants were randomly assigned to either standard pay or incentive group for Phase 1.
Participants by arm
| Arm | Count |
|---|---|
| Standard Payment, Phase 1 All participants will perform exercise training. Participants in this arm will receive a fixed amount of money for exercise session lasting at least 20 minutes during weeks 1-16 (phase 1). All exercise recommendations and outcome tests will be same for this group as the experimental group so that the two groups differ only in the financial incentives they receive for exercise behavior.
Exercise training: All participants will perform exercise training at the wellness center. Exercise duration and intensity will be recorded with heart rate monitors. | 38 |
| Incentivized Payment, Phase 1 All participants will perform exercise training. Participants in this arm will receive an increasing amount of money when they increase exercise frequency (number of days) during weeks 1-16 (phase 1). All exercise recommendations and outcome tests will be same for this group as the active comparator group so that the two groups differ only in the financial incentives they receive for exercise behavior
Exercise training: All participants will perform exercise training at the wellness center. Exercise duration and intensity will be recorded with heart rate monitors. | 43 |
| Normal Weight, Low Activity Group This group of participants will complete only the baseline tests and assessments and will serve as a reference group. They will be selected to have low physical activity and fitness like the intervention group. Therefore differences in their results with the intervention group will reflect the effects of overweight/obesity on the variables of interest. | 20 |
| Normal Weight, High Activity Group This group of participants will complete only the baseline tests and assessments and will serve as a reference group. They will be selected to have higher physical activity and fitness than the intervention group. They will therefore serve as a healthy reference group and differences in their results with the intervention group will reflect the effects of both overweight/obesity and physical activity on the variables of interest. | 19 |
| Total | 120 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 | FG003 |
|---|---|---|---|---|---|
| Phase 1 | Withdrawal by Subject | 3 | 1 | 0 | 0 |
| Phase 2 | Withdrawal by Subject | 3 | 2 | 0 | 0 |
| Phase 3 | Withdrawal by Subject | 1 | 1 | 0 | 0 |
Baseline characteristics
| Characteristic | Standard Payment, Phase 1 | Incentivized Payment, Phase 1 | Normal Weight, Low Activity Group | Normal Weight, High Activity Group | Total |
|---|---|---|---|---|---|
| Age, Continuous | 13.8 years STANDARD_DEVIATION 2.2 | 14.2 years STANDARD_DEVIATION 2.2 | 14.6 years STANDARD_DEVIATION 2.3 | 14.3 years STANDARD_DEVIATION 1.9 | 14.4 years STANDARD_DEVIATION 2.3 |
| Body mass index | 33.4 kg/m^2 STANDARD_DEVIATION 7 | 34.8 kg/m^2 STANDARD_DEVIATION 6.1 | 20.8 kg/m^2 STANDARD_DEVIATION 1.9 | 20.1 kg/m^2 STANDARD_DEVIATION 2.4 | 30.1 kg/m^2 STANDARD_DEVIATION 9 |
| Race (NIH/OMB) American Indian or Alaska Native | 38 Participants | 43 Participants | 20 Participants | 19 Participants | 120 Participants |
| Race (NIH/OMB) Asian | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Black or African American | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) More than one race | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) White | 0 Participants | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Region of Enrollment United States | 38 participants | 43 participants | 20 participants | 19 participants | 186 participants |
| Sex: Female, Male Female | 21 Participants | 25 Participants | 11 Participants | 7 Participants | 64 Participants |
| Sex: Female, Male Male | 17 Participants | 18 Participants | 9 Participants | 12 Participants | 56 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 |
|---|---|---|---|---|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 38 | 0 / 43 | 0 / 23 | 0 / 28 | 0 / 5 | 0 / 10 | 0 / 20 | 0 / 19 |
| other Total, other adverse events | 0 / 38 | 0 / 43 | 0 / 23 | 0 / 28 | 0 / 5 | 0 / 10 | 0 / 20 | 0 / 19 |
| serious Total, serious adverse events | 0 / 38 | 0 / 43 | 0 / 23 | 0 / 28 | 0 / 5 | 0 / 10 | 0 / 20 | 0 / 19 |
Outcome results
Change From Baseline in Volume of Exercise (Total Time)
Frequency and duration of moderate-to-vigorous physical activity will be measured using heart rate monitors. The monitors will be worn each exercise session. Participants are asked to complete 3 exercise sessions per week throughout the 48-week period of enrollment. The primary comparison between the experimental and active comparator groups will be the volume of exercise (total time) accumulated. Comparisons will be made for accumulated exercise volume at 16, 32, and 48 weeks and the change from baseline (week 0).
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 81 people were randomized, but 4 withdrew after assignment so 77 people had exercise behavior data for analyses. In Phase 2, 51 were randomized, but 5 withdrew after assignment, leaving 46 for behavior analyses. In Phase 3, 15 were randomized, 2 withdrew after assignment, leaving 13 for behavior analyses.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Change From Baseline in Volume of Exercise (Total Time) | 15.2 hours | Standard Deviation 10.1 |
| Incentivized Payment, Phase 1 | Change From Baseline in Volume of Exercise (Total Time) | 15.0 hours | Standard Deviation 8.1 |
| Standard Payment, Phase 2 | Change From Baseline in Volume of Exercise (Total Time) | 8.0 hours | Standard Deviation 5.5 |
| Incentivized Payment, Phase 2 | Change From Baseline in Volume of Exercise (Total Time) | 12.4 hours | Standard Deviation 11.1 |
| Ramp-down Payment, Phase 3 | Change From Baseline in Volume of Exercise (Total Time) | 10.2 hours | Standard Deviation 3.8 |
| Raffle Payment, Phase 3 | Change From Baseline in Volume of Exercise (Total Time) | 8.8 hours | Standard Deviation 4.7 |
Body Composition
Body fat content. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups.
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 20 out of 77 people who started were lost to follow-up so post-test data were not available. In Phase 2, 26 out of 46 people who started were lost to follow-up. In Phase 3, 3 out of 13 people who started were lost to follow-up. Missing data: 1 person in NW Lo fit group.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Body Composition | 43.9 Total body fat percentage | Standard Deviation 7.8 |
| Incentivized Payment, Phase 1 | Body Composition | 44.4 Total body fat percentage | Standard Deviation 7.7 |
| Standard Payment, Phase 2 | Body Composition | 40.8 Total body fat percentage | Standard Deviation 4.4 |
| Incentivized Payment, Phase 2 | Body Composition | 40.9 Total body fat percentage | Standard Deviation 7.1 |
| Ramp-down Payment, Phase 3 | Body Composition | 40.4 Total body fat percentage | Standard Deviation 3.5 |
| Raffle Payment, Phase 3 | Body Composition | 44.9 Total body fat percentage | Standard Deviation 9.1 |
| Normal Weight, Low Activity Group | Body Composition | 21.2 Total body fat percentage | Standard Deviation 6.3 |
| Normal Weight, High Activity Group | Body Composition | 23.3 Total body fat percentage | Standard Deviation 7.7 |
Exercise Fitness
Peak oxygen uptake (VO2max) during a progressive intensity bicycle test to fatigue. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups.
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 20 out of 77 people who started were lost to follow-up so post-test data were not available. In Phase 2, 26 out of 46 people who started were lost to follow-up. In Phase 3, 3 out of 13 people who started were lost to follow-up. Missing data: 2 people in Phase 1 (1 in each group), 1 person in NW low activity group.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Exercise Fitness | 36.9 ml/kg fat free mass/minute | Standard Deviation 8 |
| Incentivized Payment, Phase 1 | Exercise Fitness | 37.4 ml/kg fat free mass/minute | Standard Deviation 8.6 |
| Standard Payment, Phase 2 | Exercise Fitness | 39.0 ml/kg fat free mass/minute | Standard Deviation 10.8 |
| Incentivized Payment, Phase 2 | Exercise Fitness | 39.2 ml/kg fat free mass/minute | Standard Deviation 12.9 |
| Ramp-down Payment, Phase 3 | Exercise Fitness | 39.2 ml/kg fat free mass/minute | Standard Deviation 5.8 |
| Raffle Payment, Phase 3 | Exercise Fitness | 43.0 ml/kg fat free mass/minute | Standard Deviation 6.6 |
| Normal Weight, Low Activity Group | Exercise Fitness | 61.7 ml/kg fat free mass/minute | Standard Deviation 7.5 |
| Normal Weight, High Activity Group | Exercise Fitness | 45.1 ml/kg fat free mass/minute | Standard Deviation 5.4 |
Insulin Resistance
Fasting blood glucose and insulin concentration will be measured and used to calculate the homeostatic model of assessment for insulin resistance (iHOMA2, %S). Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups.
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 20 out of 77 people who started were lost to follow-up so post-test data were not available. In Phase 2, 26 out of 46 people who started were lost to follow-up. In Phase 3, 3 out of 13 people who started were lost to follow-up.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Insulin Resistance | 75 % of sensitivity | Standard Deviation 49 |
| Incentivized Payment, Phase 1 | Insulin Resistance | 69 % of sensitivity | Standard Deviation 44 |
| Standard Payment, Phase 2 | Insulin Resistance | 66 % of sensitivity | Standard Deviation 36 |
| Incentivized Payment, Phase 2 | Insulin Resistance | 77 % of sensitivity | Standard Deviation 45 |
| Ramp-down Payment, Phase 3 | Insulin Resistance | 57 % of sensitivity | Standard Deviation 28 |
| Raffle Payment, Phase 3 | Insulin Resistance | 65 % of sensitivity | Standard Deviation 35 |
| Normal Weight, Low Activity Group | Insulin Resistance | 170 % of sensitivity | Standard Deviation 75 |
| Normal Weight, High Activity Group | Insulin Resistance | 179 % of sensitivity | Standard Deviation 92 |
Blood Lipids
Standard assessment of fasting triglycerides. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups.
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 20 out of 77 people who started were lost to follow-up so post-test data were not available. In Phase 2, 26 out of 46 people who started were lost to follow-up. In Phase 3, 3 out of 13 people who started were lost to follow-up.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Blood Lipids | 92 mg/dl | Standard Deviation 56 |
| Incentivized Payment, Phase 1 | Blood Lipids | 97 mg/dl | Standard Deviation 68 |
| Standard Payment, Phase 2 | Blood Lipids | 64 mg/dl | Standard Deviation 30 |
| Incentivized Payment, Phase 2 | Blood Lipids | 114 mg/dl | Standard Deviation 87 |
| Ramp-down Payment, Phase 3 | Blood Lipids | 83 mg/dl | Standard Deviation 50 |
| Raffle Payment, Phase 3 | Blood Lipids | 102 mg/dl | Standard Deviation 80 |
| Normal Weight, Low Activity Group | Blood Lipids | 51 mg/dl | Standard Deviation 24 |
| Normal Weight, High Activity Group | Blood Lipids | 60 mg/dl | Standard Deviation 30 |
Physical Activity
Daily step counts measured with accelerometers. Testing will be performed at baseline (week 0) and weeks 16, 32, and 48. Data analysis will focus on the change from baseline and whether that change differs between groups.
Time frame: at baseline (week 0) and weeks 16, 32, and 48.
Population: In Phase 1, 20 of 77 starters lost to follow-up (no post-test data). In Phase 2, 26 of 46 starters lost to follow-up. In Phase 3, 3 of 13 starters lost to follow-up. Missing data: Phase 1 (4 std, 5 incentive), Phase 2 (2 std, 3 incentive), Phase 3 (1 std, 2 incentive), NW (1 Low, 1 High).
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Standard Payment, Phase 1 | Physical Activity | 6048 steps per day | Standard Deviation 2711 |
| Incentivized Payment, Phase 1 | Physical Activity | 6028 steps per day | Standard Deviation 3136 |
| Standard Payment, Phase 2 | Physical Activity | 4862 steps per day | Standard Deviation 1217 |
| Incentivized Payment, Phase 2 | Physical Activity | 6787 steps per day | Standard Deviation 4273 |
| Ramp-down Payment, Phase 3 | Physical Activity | 4166 steps per day | Standard Deviation 1882 |
| Raffle Payment, Phase 3 | Physical Activity | 6863 steps per day | Standard Deviation 2321 |
| Normal Weight, Low Activity Group | Physical Activity | 9492 steps per day | Standard Deviation 3176 |
| Normal Weight, High Activity Group | Physical Activity | 8338 steps per day | Standard Deviation 3103 |