Table 3.
Change in adherence to physical activity by condition for participants with barriers to increasing physical activity; Chicago, Illinois.
Barrier | 3-way interactiona |
Slope estimatesb |
Slope contrastsc |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AC |
PC |
G |
AC-G |
PC-G |
AC-PC |
|||||||||
F | p | Est | SE | Est | SE | Est | SE | d | p | d | p | d | p | |
MVPA (min/week) | ||||||||||||||
Demographic | ||||||||||||||
Children in household | 1.48 | 0.229 | 81.09 | 32.37 | 96.40 | 31.41 | 183.36 | 34.01 | − 0.47 | 0.030 | − 0.40 | 0.061 | − 0.07 | 0.735 |
Employed | 0.94 | 0.394 | 97.63 | 24.01 | 82.60 | 21.73 | 109.84 | 23.42 | − 0.06 | 0.716 | − 0.13 | 0.395 | 0.07 | 0.643 |
Number of hardships | 0.47 | 0.628 | 74.37 | 37.48 | 54.50 | 47.41 | 144.71 | 44.53 | − 0.32 | 0.228 | − 0.42 | 0.167 | 0.09 | 0.743 |
Physical health | ||||||||||||||
General health | 0.58 | 0.561 | 112.50 | 55.87 | 76.61 | 49.52 | 65.83 | 61.76 | 0.22 | 0.576 | 0.05 | 0.892 | 0.17 | 0.631 |
Pain | 0.41 | 0.665 | 85.50 | 37.16 | 48.87 | 33.37 | 91.44 | 36.44 | − 0.03 | 0.909 | − 0.20 | 0.390 | 0.17 | 0.464 |
BMI | 0.34 | 0.712 | 48.16 | 42.37 | 58.82 | 42.37 | 126.43 | 40.30 | − 0.36 | 0.182 | − 0.31 | 0.249 | − 0.05 | 0.859 |
Psychological health | ||||||||||||||
Depression | 0.14 | 0.868 | 96.14 | 55.77 | 76.41 | 46.25 | 154.04 | 51.30 | − 0.27 | 0.446 | − 0.36 | 0.262 | 0.09 | 0.786 |
Neighborhood characteristics | ||||||||||||||
Perceived walkability | 0.04 | 0.960 | 81.18 | 44.82 | 56.88 | 37.72 | 101.09 | 38.54 | − 0.09 | 0.737 | − 0.20 | 0.413 | 0.11 | 0.679 |
Assault/battery rate | 0.07 | 0.933 | 75.28 | 35.58 | 75.63 | 37.94 | 130.15 | 45.08 | − 0.25 | 0.340 | − 0.25 | 0.356 | 0.00 | 0.995 |
Perceived barriers to PA | ||||||||||||||
Perceived barriers for PA | 2.34 | 0.099 | 138.95 | 35.96 | 63.75 | 42.61 | 94.06 | 36.91 | 0.21 | 0.385 | − 0.14 | 0.591 | 0.35 | 0.179 |
Social support | ||||||||||||||
Support from family | 1.07 | 0.345 | 42.14 | 35.55 | 97.02 | 32.74 | 130.74 | 29.97 | − 0.41 | 0.058 | − 0.16 | 0.448 | − 0.25 | 0.257 |
Support from friends | 0.27 | 0.765 | 83.78 | 35.68 | 67.25 | 32.75 | 92.07 | 33.31 | − 0.04 | 0.865 | − 0.11 | 0.596 | 0.08 | 0.733 |
Leisure time MVPA (min/week) | ||||||||||||||
Demographic | ||||||||||||||
Children in household | 1.25 | 0.289 | 86.95 | 27.83 | 83.60 | 27.00 | 152.84 | 29.23 | − 0.38 | 0.104 | − 0.40 | 0.083 | 0.02 | 0.931 |
Employed | 1.24 | 0.290 | 92.29 | 20.59 | 80.00 | 18.64 | 89.03 | 20.09 | 0.02 | 0.910 | − 0.05 | 0.742 | 0.07 | 0.659 |
Number of hardships | 0.45 | 0.639 | 81.88 | 32.49 | 34.00 | 41.10 | 105.00 | 38.61 | − 0.13 | 0.647 | − 0.41 | 0.209 | 0.27 | 0.362 |
Physical health | ||||||||||||||
General health | 0.16 | 0.855 | 92.73 | 48.08 | 71.25 | 42.62 | 72.50 | 53.15 | 0.12 | 0.778 | − 0.01 | 0.985 | 0.12 | 0.738 |
Pain | 0.17 | 0.840 | 76.50 | 31.97 | 49.84 | 28.71 | 94.90 | 31.35 | − 0.11 | 0.681 | − 0.26 | 0.290 | 0.15 | 0.535 |
BMI | 0.17 | 0.844 | 67.11 | 36.44 | 54.47 | 36.44 | 104.64 | 34.66 | − 0.22 | 0.456 | − 0.29 | 0.319 | 0.07 | 0.807 |
Psychological health | ||||||||||||||
Depression | 1.17 | 0.312 | 69.55 | 47.66 | 66.56 | 39.52 | 165.58 | 43.84 | − 0.55 | 0.139 | − 0.57 | 0.095 | 0.02 | 0.962 |
Neighborhood characteristics | ||||||||||||||
Perceived walkability | 0.05 | 0.953 | 56.91 | 38.54 | 56.56 | 32.44 | 83.48 | 33.13 | − 0.15 | 0.602 | − 0.15 | 0.562 | 0.00 | 0.994 |
Assault/battery rate | 0.03 | 0.966 | 67.61 | 30.51 | 65.94 | 32.53 | 84.71 | 38.65 | − 0.10 | 0.729 | − 0.11 | 0.711 | 0.01 | 0.970 |
Perceived barriers to PA | ||||||||||||||
Perceived barriers for PA | 1.49 | 0.228 | 110.95 | 30.80 | 63.33 | 36.50 | 69.38 | 31.61 | 0.24 | 0.347 | − 0.03 | 0.901 | 0.27 | 0.320 |
Social support | ||||||||||||||
Support from family | 0.81 | 0.448 | 46.80 | 30.39 | 80.81 | 27.98 | 102.77 | 25.61 | − 0.32 | 0.160 | − 0.13 | 0.563 | − 0.20 | 0.411 |
Support from friends | 0.05 | 0.952 | 68.58 | 30.40 | 49.25 | 27.90 | 78.88 | 28.38 | − 0.06 | 0.805 | − 0.17 | 0.457 | 0.11 | 0.640 |
Walking (min/week) | ||||||||||||||
Demographic | ||||||||||||||
Children in household | 0.52 | 0.593 | 100.55 | 30.94 | 133.46 | 30.01 | 126.98 | 32.50 | − 0.13 | 0.556 | 0.03 | 0.884 | − 0.16 | 0.446 |
Employed | 1.41 | 0.246 | 102.08 | 22.76 | 119.79 | 20.60 | 102.22 | 22.20 | 0.00 | 0.996 | 0.09 | 0.562 | − 0.09 | 0.564 |
Number of hardships | 0.72 | 0.486 | 92.19 | 35.53 | 109.00 | 44.95 | 45.44 | 42.22 | 0.23 | 0.398 | 0.31 | 0.304 | − 0.08 | 0.769 |
Physical health | ||||||||||||||
General health | 1.35 | 0.261 | 154.77 | 52.66 | 203.04 | 46.68 | 97.50 | 58.22 | 0.28 | 0.466 | 0.52 | 0.158 | − 0.24 | 0.493 |
Pain | 1.56 | 0.212 | 120.90 | 35.19 | 128.95 | 31.6 | 66.35 | 34.51 | 0.27 | 0.269 | 0.31 | 0.182 | − 0.04 | 0.865 |
BMI | 0.48 | 0.618 | 110.53 | 40.06 | 158.68 | 40.06 | 140.00 | 38.11 | − 0.14 | 0.594 | 0.09 | 0.736 | − 0.24 | 0.396 |
Psychological health | ||||||||||||||
Depression | 1.55 | 0.215 | 41.59 | 52.67 | 129.84 | 43.67 | 154.62 | 48.45 | − 0.55 | 0.115 | − 0.12 | 0.704 | − 0.43 | 0.198 |
Neighborhood characteristics | ||||||||||||||
Perceived walkability | 0.35 | 0.702 | 54.71 | 42.42 | 87.5 | 35.70 | 55.11 | 36.47 | 0.00 | 0.994 | 0.16 | 0.526 | − 0.16 | 0.555 |
Assault/battery rate | 0.03 | 0.970 | 88.61 | 33.58 | 100.00 | 35.80 | 96.62 | 42.54 | − 0.04 | 0.883 | 0.02 | 0.952 | − 0.06 | 0.817 |
Perceived barriers to PA | ||||||||||||||
Perceived barriers for PA | 0.33 | 0.719 | 119.37 | 34.58 | 157.08 | 40.98 | 124.69 | 35.49 | − 0.03 | 0.915 | 0.16 | 0.551 | − 0.18 | 0.483 |
Social support | ||||||||||||||
Support from family | 0.30 | 0.744 | 93.30 | 34.14 | 109.11 | 31.43 | 124.46 | 28.77 | − 0.15 | 0.486 | − 0.07 | 0.719 | − 0.08 | 0.733 |
Support from friends | 0.34 | 0.714 | 117.48 | 34.66 | 99.25 | 31.81 | 84.57 | 32.35 | 0.16 | 0.488 | 0.07 | 0.747 | 0.09 | 0.699 |
Accelerometer steps (steps/day) | ||||||||||||||
Demographic | ||||||||||||||
Children in household | 1.05 | 0.354 | 159.3 | 272.3 | 790.1 | 243.6 | − 54.7 | 305.6 | 0.09 | 0.602 | 0.37 | 0.032 | − 0.28 | 0.086 |
Employed | 0.84 | 0.432 | 339.8 | 185.7 | 545.2 | 165.7 | 38.6 | 184.5 | 0.13 | 0.251 | 0.22 | 0.043 | − 0.09 | 0.410 |
Number of hardships | 3.37 | 0.037 | − 199.9 | 286.5 | 1149.2 | 357.6 | 105.1 | 348.0 | − 0.13 | 0.500 | 0.46 | 0.038 | − 0.59 | 0.004 |
Physical health | ||||||||||||||
General health | 2.42 | 0.092 | − 822.1 | 433.8 | 683.0 | 357.8 | − 153.3 | 521.5 | − 0.29 | 0.326 | 0.37 | 0.188 | − 0.66 | 0.008 |
Pain | 0.08 | 0.924 | 115.4 | 269.4 | 567.6 | 273.4 | 113.2 | 292.6 | 0.00 | 0.996 | 0.20 | 0.258 | − 0.20 | 0.240 |
BMI | 0.21 | 0.807 | 81.4 | 302.5 | 239.7 | 351.3 | 109.0 | 339.6 | − 0.01 | 0.952 | 0.06 | 0.789 | − 0.07 | 0.733 |
Psychological health | ||||||||||||||
Depression | 4.96 | 0.008 | 1083.5 | 383.1 | 760.6 | 360.4 | − 573.3 | 375.8 | 0.73 | 0.002 | 0.59 | 0.011 | 0.14 | 0.540 |
Neighborhood characteristics | ||||||||||||||
Perceived walkability | 0.26 | 0.773 | − 155.8 | 329.4 | 391.5 | 309.1 | 14.2 | 297.7 | − 0.07 | 0.702 | 0.17 | 0.381 | − 0.24 | 0.227 |
Assault/battery rate | 2.46 | 0.088 | 828.2 | 271.7 | 755.8 | 279.0 | − 88.7 | 340.6 | 0.40 | 0.037 | 0.37 | 0.057 | 0.03 | 0.853 |
Perceived barriers to PA | ||||||||||||||
Perceived barriers for PA | 2.65 | 0.073 | − 24.9 | 274.6 | 1153.7 | 332.8 | 7.0 | 290.8 | − 0.01 | 0.937 | 0.51 | 0.010 | − 0.52 | 0.007 |
Social support | ||||||||||||||
Support from family | 0.37 | 0.690 | 386.4 | 261.6 | 499.0 | 243.4 | 212.6 | 237.3 | 0.08 | 0.623 | 0.13 | 0.401 | − 0.05 | 0.753 |
Support from friends | 0.51 | 0.603 | 405.8 | 277.8 | 636.3 | 249.0 | 54.4 | 283.7 | 0.15 | 0.377 | 0.26 | 0.125 | − 0.10 | 0.538 |
Aerobic fitness (steps/2 min) | ||||||||||||||
Demographic | ||||||||||||||
Children in household | 0.24 | 0.783 | 2.97 | 1.70 | 5.21 | 1.66 | 3.06 | 1.78 | − 0.01 | 0.970 | 0.13 | 0.378 | − 0.14 | 0.346 |
Employed | 0.36 | 0.698 | 2.96 | 1.23 | 3.90 | 1.15 | 3.19 | 1.19 | − 0.01 | 0.893 | 0.04 | 0.666 | − 0.06 | 0.575 |
Number of hardships | 4.00 | 0.020 | 1.56 | 1.94 | 8.75 | 2.50 | − 0.97 | 2.38 | 0.16 | 0.411 | 0.61 | 0.005 | − 0.45 | 0.024 |
Physical Health | ||||||||||||||
General health | 1.93 | 0.147 | 5.40 | 2.90 | 8.54 | 2.64 | 0.21 | 3.23 | 0.32 | 0.233 | 0.52 | 0.047 | − 0.20 | 0.425 |
Pain | 3.50 | 0.032 | 6.66 | 1.95 | 3.29 | 1.75 | 1.11 | 1.87 | 0.35 | 0.041 | 0.14 | 0.394 | 0.21 | 0.201 |
BMI | 2.62 | 0.075 | 7.49 | 2.21 | 2.94 | 2.32 | 2.92 | 2.06 | 0.29 | 0.132 | 0.00 | 0.993 | 0.28 | 0.158 |
Psychological health | ||||||||||||||
Depression | 0.02 | 0.976 | 4.05 | 3.04 | 4.74 | 2.46 | 3.77 | 2.60 | 0.02 | 0.944 | 0.06 | 0.786 | − 0.04 | 0.860 |
Neighborhood characteristics | ||||||||||||||
Perceived walkability | 0.06 | 0.942 | 3.49 | 2.33 | 5.11 | 2.05 | 4.85 | 2.02 | − 0.09 | 0.659 | 0.02 | 0.929 | − 0.10 | 0.603 |
Assault/battery rate | 0.87 | 0.420 | 3.05 | 1.85 | 7.38 | 1.96 | 3.86 | 2.36 | − 0.05 | 0.787 | 0.22 | 0.253 | − 0.27 | 0.109 |
Perceived barriers to PA | ||||||||||||||
Perceived barriers for PA | 0.46 | 0.634 | 2.64 | 1.86 | 4.49 | 2.40 | 1.50 | 1.99 | 0.07 | 0.676 | 0.19 | 0.338 | − 0.12 | 0.541 |
Social support | ||||||||||||||
Support from family | 1.62 | 0.199 | 0.41 | 1.84 | 5.50 | 1.73 | 3.88 | 1.57 | − 0.22 | 0.154 | 0.10 | 0.488 | − 0.32 | 0.045 |
Support from friends | 1.22 | 0.298 | 3.52 | 1.86 | 7.26 | 1.77 | 3.60 | 1.82 | 0.00 | 0.976 | 0.23 | 0.151 | − 0.23 | 0.147 |
Notes:
The overall test of the three-way interaction of barrier × condition × time. Slope contrasts were not interpreted unless the three-way interaction was significant at p < 0.10.
The slopes estimates represent the coefficient for linear change over time (per assessment) among participants who were coded positive for each obstacle to adherence to physical activity.
The contrasts are presented in units of standardized mean differences in rates of change (effect size d). Effect sizes were estimated using pooled standard deviations of the baseline outcome measures.