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. 2016 Aug 5;18(8):e207. doi: 10.2196/jmir.5712

Table 2.

Logistic regression of behaviors at the end of intervention by group with covariates.

Health Behavior Predictor β SE β Wald’s χ² p eβ
Fruit Consumption (n=1243) Constant −0.836 0.098 72.611 1 <.001a 0.434
Baseline 0.543 0.122 19.797 1 <.001a 1.721
Location 0.230 0.141 2.657 1 .103 1.259
Gender −0.132 0.199 0.441 1 .507 0.876
Group 0.549 0.133 17.023 1 <.001a 1.731
Test χ² P
Overall model evaluation 51.919 4 <.001a








Vegetable Consumption (n=1243) Constant −0.357 0.110 10.452 1 <.001a 0.700
Baseline 0.984 0.124 62.628 1 <.001a 2.674
Location 0.135 0.153 0.774 1 .379 1.144

Gender 0.217 0.220 0.972 1 .324 1.242
Group 0.561 0.140 16.025 1 <.001a 1.753
Test χ² P
Overall model evaluation 98.424 4 <.001a








Fat Consumption (n=1243) Constant 0.465 0.134 12.055 1 .001a 1.593
Baseline 0.463 0.144 10.332 1 .001a 1.589
Location 0.446 0.179 6.215 1 .013a 1.562
Gender 0.462 0.271 2.902 1 .088 1.587
Group 0.510 0.156 10.739 1 .001a 1.665
Test χ² P
Overall model evaluation 46.373 4 <.001a








Physical activity (n=1243) Constant −0.163 0.113 2.094 1 .148 0.849
Baseline 0.963 0.121 63.347 1 <.001a 2.620
Location 0.009 0.145 0.004 1 .951 1.009
Gender 0.048 0.203 0.055 1 .815 1.049
Group 0.094 0.137 0.469 1 .494 1.098
Test χ² P

Overall model evaluation 65.295 4 <.001a

a indicates statistical significance (P<.05).