Association of Eating Behaviors with Variability in Weight Change in Response to Physical Activity Interventions in Adults with Overweight
Abstract
:1. Introduction
2. Materials and Methods
2.1. Subjects
2.2. Outcome Measures
2.3. Interventions
2.4. Statistical Analysis
3. Results
3.1. Outcomes by Intervention Condition
3.1.1. Weight
3.1.2. Physical Activity
3.1.3. Dietary Intake
3.1.4. Three-Factor Eating Inventory
3.2. Outcomes by Weight Change Category
3.2.1. Weight Change
3.2.2. Physical Activity
3.2.3. Dietary Intake
3.2.4. Three-Factor Eating Inventory
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Intervention Condition | Total | ||
---|---|---|---|---|
SELF | MOD-PA | HIGH-PA | ||
Number of Subjects | 68 | 60 | 79 | 207 |
Gender (Females) | N = 61, 89.7% | N = 55, 91.7% | N = 72, 91.1% | N = 188, 90.8% |
Age (years) | 44.4 ± 8.3 | 44.1 ± 8.4 | 45.7 ± 7.8 | 44.8 ± 8.2 |
Weight (kg) | 74.4 ± 8.4 | 74.5 ± 8.3 | 74.3 ± 8.0 | 74.4 ± 8.2 |
Body Mass Index (kg/m2) | 27.1 ± 1.7 | 27.2 ± 1.8 | 26.9 ± 1.6 | 27.0 ± 1.7 |
Ethnicity | ||||
American Indian or Alaska Native | N = 1, 1.5% | N = 0, 0% | N = 0, 0% | N = 1, 0.5% |
Asian | N = 1, 1.5% | N = 3, 5.0% | N = 1, 1.3% | N = 5, 2.4% |
Black or African-American | N = 11, 16.2% | N = 6, 10% | N = 13, 16.5% | N = 30, 14.5% |
Hispanic, Latino, Portuguese, Cape Verdean | N = 2, 2.9% | N = 1, 1.7% | N = 1, 1.3% | N = 4, 1.9% |
Native Hawaiian or Other Pacific Islander | N = 0, 0% | N = 0, 0% | N = 0, 0% | N = 0, 0% |
White | N = 52, 76.5% | N = 49, 81.7% | N = 63, 79.7% | N = 164, 79.2% |
Other | N = 1, 1.5% | N = 1, 1.7% | N = 1, 1.3% | N = 3, 1.4% |
Variables | Baseline (Mean (95% Confidence Interval)) | Change from Baseline to 6 Months (LS Mean (95% Confidence Interval)) * | p-Values ** |
---|---|---|---|
Body Weight (kg) | 0.549 | ||
SELF (N = 68) | 74.2 (72.4, 76.0) | −1.1 (−1.8, −0.4) | |
MOD-PA (N = 60) | 74.6 (72.7, 76.5) | −1.6 (−2.3, −0.9) | |
HIGH-PA (N = 79) | 74.3 (72.7, 76.0) | −1.6 (−2.2, −0.9) | |
Percent Weight Change (%) | 0.600 | ||
SELF (N = 68) | ----- | −1.5 (−2.5, −0.6) | |
MOD-PA (N = 60) | ----- | −2.1 (−3.1, −1.1) | |
HIGH-PA (N = 79) | ----- | −2.1 (−3.0, −1.2) | |
Physical Activity (kcal/week) | 0.001 | ||
SELF (N = 68) | 985.1 (789.9, 1181.4) | 715.7 (471.5, 960.0) A | |
MOD-PA (N = 60) | 872.3 (663.4, 1081.1) | 848.9 (590.3, 1107.6) B | |
HIGH-PA (N = 79) | 717.4 (535.5, 899.3) | 1318.3 (1091.8, 1544.7) A,B | |
Physical Activity (min/week) | 0.002 | ||
SELF (N = 68) | 140.0 (103.9, 176.1) | 132.8 (88.5, 177.1) A | |
MOD-PA (N = 60) | 121.5 (83.2, 159.9) | 161.3 (114.4, 208.3) B | |
HIGH-PA (N = 79) | 87.5 (54.0, 120.9) | 240.0 (198.9, 281.2) A,B | |
Energy Intake (kcal/day) | 0.239 | ||
SELF (M = 66) | 1851.5 (1653.9, 2049.0) | −173.8 (−296.2, −51.3) | |
MOD-PA (N = 58) | 1809.2 (1597.1, 2021.2) | −328.1 (−458.7, −197.5) | |
HIGH-PA (N = 77) | 1823.0 (1639.9, 2006.1) | −248.6 (−361.8, −135.3) | |
Percent Protein Intake (%) | 0.152 | ||
SELF (M = 66) | 15.7 (15.1, 16.4) | 0.3 (−0.3, 0.9) | |
MOD-PA (N = 58) | 15.4 (14.6, 16.1) | 1.0 (0.4, 1.6) | |
HIGH-PA (N = 77) | 15.0 (14.4, 15.7) | 0.3 (−0.3, 0.8) | |
Percent Carbohydrate Intake (%) | 0.199 | ||
SELF (M = 66) | 46.4 (44.3, 48.5) | 0.8 (−1.0, 2.6) | |
MOD-PA (N = 58) | 48.8 (46.5, 51.1) | 1.5 (−0.4, 3.4) | |
HIGH-PA (N = 77) | 45.2 (43.3, 47.2) | 2.9 (1.3, 4.6) | |
Percent Fat Intake (%) | 0.094 | ||
SELF (M = 66) | 38.3 (34.4, 40.3) | −0.8 (−2.3, 0.7) | |
MOD-PA (N = 58) | 36.5 (34.5, 38.6) | −2.0 (−3.6, −0.4) | |
HIGH-PA (N = 77) | 40.1 (38.3, 41.9) | −3.1 (−4.5, −1.7) | |
Hunger | 0.257 | ||
SELF (N = 68) | 6.2 (5.3, 7.1) | −1.0 (−1.6, −0.4) | |
MOD-PA (N = 60) | 6.4 (5.5, 7.4) | −1.6 (−2.3, −1.0) | |
HIGH-PA (N = 79) | 6.2 (5.4, 7.1) | −1.0 (−1.6, −0.5) | |
Dietary Disinhibition | 0.387 | ||
SELF (N = 68) | 8.9 (8.0, 9.7) | −1.0 (−1.6, −0.4) | |
MOD-PA (N = 60) | 8.6 (7.7, 9.5) | −1.2 (−1.9, −0.6) | |
HIGH-PA (N = 79) | 9.1 (8.3, 9.8) | −1.5 (−2.1, −1.0) | |
Dietary Restraint (Total) | 0.129 | ||
SELF (N = 68) | 10.1 (9.1, 11.0) | 2.1 (1.3, 2.9) | |
MOD-PA (N = 60) | 9.5 (8.5, 10.5) | 3.1 (2.3, 4.0) | |
HIGH-PA (N = 79) | 9.6 (8.7, 10.5) | 2.1 (1.3. 2.8) | |
Dietary Restraint (Rigid) | 0.578 | ||
SELF (N = 68) | 3.0 (2.6, 3.4) | 0.8 (0.4, 1.1) | |
MOD-PA (N = 60) | 3.0 (2.5, 3.4) | 1.0 (0.6, 1.3) | |
HIGH-PA (N = 79) | 2.8 (2.4, 3.2) | 0.9 (0.6, 1.2) | |
Dietary Restraint (Flexible) | 0.040 | ||
SELF (N = 68) | 3.1 (2.8, 3.5) | 0.7 (0.4, 1.1) | |
MOD-PA (N = 60) | 2.9 (2.5, 3.3) | 1.3 (0.9, 1.7) A | |
HIGH-PA (N = 79) | 3.1 (2.8, 3.5) | 0.6 (0.3, 1.0) A |
Intervention Condition | Weight Change Category | ||
---|---|---|---|
>3% Weight Gain | Within 3% of Baseline Weight | >3% Weight Loss | |
SELF | 7 (10.2%) | 42 (61.8%) | 19 (27.9%) |
MOD-PA | 5 (8.3%) | 33 (55.0%) | 22 (36.7%) |
HIGH-PA | 9 (11.4%) | 40 (50.6%) | 30 (38.0%) |
Total | 21 (10.1%) | 115 (55.6%) | 71 (32.3%) |
Variable | Weight Change Category | Total | ||
---|---|---|---|---|
WT-GAIN | WT-STABLE | WT-LOSS | ||
Number of Subjects | 21 | 115 | 71 | 207 |
Gender (Females) | N = 61, 89.7% | N = 55, 91.7% | N = 72, 91.1% | N = 188, 90.8% |
Age (years) | 44.4 ± 8.3 | 44.1 ± 8.4 | 45.7 ± 7.8 | 44.8 ± 8.2 |
Weight (kg) | 74.4 ± 8.4 | 74.5 ± 8.3 | 74.3 ± 8.0 | 74.4 ± 8.2 |
Body Mass Index (kg/m2) | 27.1 ± 1.7 | 27.2 ± 1.8 | 26.9 ± 1.6 | 27.0 ± 1.7 |
Ethnicity | ||||
American Indian or Alaska Native | N = 1, 4.8% | N = 0, 0% | N = 0, 0% | N = 1, 0.5% |
Asian | N = 1, 4.8% | N = 4, 3.5% | N = 0, 0% | N = 5, 2.4% |
Black or African-American | N = 7, 33.3% | N = 14, 12.2% | N = 9, 12.7% | N = 30, 14.5% |
Hispanic, Latino, Portuguese, Cape Verdean | N = 0, 0% | N = 1, 0.9% | N = 3, 4.2% | N = 4, 1.9% |
Native Hawaiian or Other Pacific Islander | N = 0, 0% | N = 0, 0% | N = 0, 0% | N = 0, 0% |
White | N = 12, 57.1% | N = 94, 81.7% | N = 58, 81.7% | N = 164, 79.2% |
Other | N = 0, 0% | N = 2, 1.7% | N = 1, 1.4% | N = 3, 1.4% |
Variables | Baseline (Mean (95% Confidence Interval)) | Change from Baseline to 6 Months (LS Mean (95% Confidence Interval)) * | p-Values ** |
---|---|---|---|
Body Weight (kg) | <0.001 | ||
WT-GAIN (N = 21) | 73.7 (70.4, 76.9) | 3.2 (2.7, 3.8) A,B | |
WT-STABLE (N = 115) | 74.4 (73.0, 75.8) | −0.3 (−0.6, −0.1) A,C | |
WT-LOSS (N = 71) | 74.5 (72.8, 76.3) | −4.6 (−4.9, −4.3) B,C | |
Percent Weight Change (%) | <0.001 | ||
WT-GAIN (N = 21) | ----- | 4.5 (3.6, 5.3) A,B | |
WT-STABLE (N = 115) | ----- | −0.4 (−0.8, −0.1) A,C | |
WT-LOSS (N = 71) | ----- | −6.2 (−6.7, −5.8) B,C | |
Physical Activity (kcal/week) | 0.172 | ||
WT-GAIN (N = 21) | 874.5 (513.5, 1235.5) | 940.6 (497.1, 1384.1) | |
WT-STABLE (N = 115) | 871.7 (719.8, 1023.7) | 879.0 (692.2, 1065.7) | |
WT-LOSS (N = 71) | 808.2 (614.2, 1002.2) | 1167.8 (929.4, 1406.2) | |
Physical Activity (min/week) | 0.155 | ||
WT-GAIN (N = 21) | 130.6 (64.3, 196.9) | 169.8 (89.3, 250.3) | |
WT-STABLE (N = 115) | 117.5 (89.6, 145.4) | 162.9 (129.0, 196.8) | |
WT-LOSS (N = 71) | 105.2 (69.6, 140.8) | 216.5 (173.3, 259.8) | |
Energy Intake (kcal/day) | 0.335 | ||
WT-GAIN (N = 20) | 2061.5 (1700.5, 2422.5) | −347.4 (−573.9, −120.9) | |
WT-STABLE (N = 112) | 1847.8 (1695.8, 1999.8) | −201.6 (−295.8, −107.4) | |
WT-LOSS (N = 69) | 1726.7 (1531.5, 1921.9) | −291.5 (−412.0, −171.0) | |
Percent Protein Intake (%) | 0.849 | ||
WT-GAIN (N = 20) | 15.1 (13.8, 16.3) | 0.3 (−0.9, 1.4) | |
WT-STABLE (N = 112) | 15.3 (14.8, 15.9) | 0.5 (0.0, 0.9) | |
WT-LOSS (N = 69) | 15.5 (14.8, 16.1) | 0.6 (0.0, 1.3) | |
Percent Carbohydrate Intake (%) | 0.215 | ||
WT-GAIN (N = 20) | 48.3 (44.4, 52.2) | −0.7 (−4.2, 2.9) | |
WT-STABLE (N = 112) | 46.7 (45.1, 48.4) | 2.6 (1.0, 4.0) | |
WT-LOSS (N = 69) | 46.0 (43.9, 48.1) | 1.4 (−0.5, 3.2) | |
Percent Fat Intake (%) | 0.222 | ||
WT-GAIN (N = 20) | 37.6 (34.0, 41.2) | 0.1 (−2.9, 3.2) | |
WT-STABLE (N = 112) | 38.7 (37.2, 40.2) | −2.6 (−3.9, −1.3) | |
WT-LOSS (N = 69) | 38.4 (36.5, 43.4) | −1.6 (−3.3, −0.1) | |
Hunger | <0.001 | ||
WT-GAIN (N = 21) | 6.6 (5.0, 8.2) | 0.4 (−0.7, 1.4) A | |
WT-STABLE (N = 115) | 6.4 (5.7, 7.1) | −1.0 (−1.4, −0.6) B | |
WT-LOSS (N = 71) | 6.0 (5.1, 6.9) | −2.0 (−2.5, −1.4) A,B | |
Dietary Disinhibition | 0.004 | ||
WT-GAIN (N = 21) | 9.4 (7.9, 10.9) | −0.4 (−1.5, 0.6) | |
WT-STABLE (N = 115) | 9.0 (8.3, 9.6) | −0.9 (−1.4, −0.5) A | |
WT-LOSS (N = 71) | 8.5 (7.7, 9.3) | −2.0 (−2.6, −1.5) A | |
Dietary Restraint (Total) | 0.020 | ||
WT-GAIN (N = 21) | 9.5 (7.7, 11.3) | 0.8 (−0.7, 2.3) A | |
WT-STABLE (N = 115) | 9.7 (8.9, 10.4) | 2.2 (1.6, 2.8) | |
WT-LOSS (N = 71) | 9.9 (8.9, 10.8) | 3.1 (2.3, 3.9) A | |
Dietary Restraint (Rigid) | 0.886 | ||
WT-GAIN (N = 21) | 2.6 (1.8, 3.3) | 0.9 (0.3, 1.5) | |
WT-STABLE (N = 115) | 3.0 (2.6, 3.3) | 0.8 (0.6, 1.1) | |
WT-LOSS (N = 71) | 2.9 (2.5, 3.3) | 0.9 (0.6, 1.3) | |
Dietary Restraint (Flexible) | 0.002 | ||
WT-GAIN (N = 21) | 3.0 (2.3, 3.7) | 0.0 (−0.7, 0.7) A | |
WT-STABLE (N = 115) | 3.1 (2.8, 3.4) | 0.7 (0.5, 1.0) B | |
WT-LOSS (N = 71) | 3.1 (2.7, 3.5) | 1.3 (0.9, 1.6) A,B |
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Jakicic, J.M.; Rogers, R.J. Association of Eating Behaviors with Variability in Weight Change in Response to Physical Activity Interventions in Adults with Overweight. Nutrients 2023, 15, 3452. https://doi.org/10.3390/nu15153452
Jakicic JM, Rogers RJ. Association of Eating Behaviors with Variability in Weight Change in Response to Physical Activity Interventions in Adults with Overweight. Nutrients. 2023; 15(15):3452. https://doi.org/10.3390/nu15153452
Chicago/Turabian StyleJakicic, John M., and Renee J. Rogers. 2023. "Association of Eating Behaviors with Variability in Weight Change in Response to Physical Activity Interventions in Adults with Overweight" Nutrients 15, no. 15: 3452. https://doi.org/10.3390/nu15153452