Table 3.
Logistic regression coefficients predicting health attitudes following the use of mobile health apps.
| Variables affecting health attitudes | B | SE | Wald | Significance (P value) | Explained (B) | ||||||||
| Approach regarding a health concern | |||||||||||||
|
|
Mobile health apps’ use | ||||||||||||
|
|
|
Number of health apps = −1 | −0.448a | 0.112 | 16.046 | <.001 | 0.639 | ||||||
|
|
|
Number of health apps = +1 | 0.247 | 0.174 | 2.006 | .16 | 1.280 | ||||||
|
|
|
Updates frequency | 1.40a | 0.128 | 120.447 | <.001 | 4.054 | ||||||
|
|
Socioeconomic factors | ||||||||||||
|
|
|
Sex: 1=male | 0.000 | 0.006 | 0.004 | .95 | 1.000 | ||||||
|
|
|
Married or cohabitation | 0.772a | 0.126 | 37.351 | <.001 | 2.163 | ||||||
|
|
|
Parenthood | 0.034 | 0.035 | 0.961 | .33 | 1.035 | ||||||
|
|
|
Education | 0.048 | 0.152 | 0.099 | .75 | 1.049 | ||||||
|
|
|
Income | −0.155a | 0.037 | 17.252 | <.001 | 0.857 | ||||||
| Decision regarding a health concern | |||||||||||||
|
|
Mobile health apps’ use | ||||||||||||
|
|
|
Number of health apps = −1 | −0.801a | 0.138 | 33.804 | <.001 | 0.449 | ||||||
|
|
|
Number of health apps = +1 | 0.794a | 0.170 | 21.787 | <.001 | 2.212 | ||||||
|
|
|
Updates frequency | −0.164 | 0.127 | 1.664 | .197 | 0.849 | ||||||
|
|
Socioeconomic factors | ||||||||||||
|
|
|
Sex: 1=male | 0.009 | 0.006 | 2.420 | .12 | 1.010 | ||||||
|
|
|
Married or cohabitation | 0.417a | 0.128 | 10.562 | .001 | 1.518 | ||||||
|
|
|
Parenthood | 0.054 | 0.036 | 2.253 | .13 | 1.055 | ||||||
|
|
|
Education | 0.232 | 0.157 | 2.184 | .14 | 1.261 | ||||||
|
|
|
Income | −0.120a | 0.039 | 9.749 | .002 | 0.887 | ||||||
| Consulting regarding a health concern | |||||||||||||
|
|
Mobile health apps’ use | ||||||||||||
|
|
|
Number of health apps = −1 | 0.197 | 0.112 | 3.071 | .08 | 1.217 | ||||||
|
|
|
Number of health apps = +1 | 1.749a | 0.174 | 100.893 | <.001 | 5.748 | ||||||
|
|
|
Updates frequency | −0.348a | 0.125 | 7.762 | .005 | 0.706 | ||||||
|
|
Socioeconomic factors | ||||||||||||
|
|
|
Sex: 1=male | −0.008 | 0.006 | 1.580 | .21 | 0.992 | ||||||
|
|
|
Married or cohabitation | −0.195 | 0.126 | 2.381 | .12 | 0.823 | ||||||
|
|
|
Parenthood | 0.056 | 0.035 | 2.589 | .11 | 1.058 | ||||||
|
|
|
Education | −0.048 | 0.156 | 0.094 | .76 | 0.953 | ||||||
|
|
|
Income | −0.142a | 0.038 | 14.036 | <.001 | 0.867 | ||||||
aP<.001.