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. 2021 Apr 22;8(2):e21251. doi: 10.2196/21251

Table 2.

Logistic regression summary models and percentage of correctly classified cases predicting likelihood of lifestyle and health management behaviors following the use of mobile health apps.

Observed effects Participants

Number of correctly predicted cases Percentage of correctly predicted cases

False True
Lifestyle behavior

False 132 107 55.2

True 60 1192 95.2

Overall fit N/Aa N/A 88.8
Health management behavior

False 807 145 84.8

True 273 267 49.4

Overall fit N/A N/A 72.0

aN/A: not applicable.