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. 2020 Mar 13;8(3):e13561. doi: 10.2196/13561

Table 6.

A multivariate regression analysis on the impact of variables on total scores of the scale and subscales (N=2000).

Model B SD Beta t test (df) P value
Overall

Constant 30.910 8.597 a 3.595 (6) <.001

Number of hours of mobile phone use 3.497 0.383 0.195 9.131 (6) <.001

Age (years) 0.726 0.442 0.042 1.643 (6) .10

Gender 8.927 0.917 0.209 9.740 (6) <.001

Grade 0.520 0.866 0.016 0.600 (6) .55

Residence 2.545 0.913 0.060 2.787 (6) .005

Having a boyfriend or girlfriend or not -1.589 1.013 -0.034 -1.569 (6) .12
Not being able to access information

Constant 5.279 2.311 2.285 (6) .02

Number of hours of mobile phone use 0.683 0.103 0.144 6.632 (6) <.001

Age (years) 0.144 0.119 0.032 1.210 (6) .23

Gender 2.133 0.246 0.189 8.659 (6) <.001

Grade 0.273 0.233 0.031 1.171 (6) .24

Residence 0.523 0.245 0.046 2.132 (6) .03

Having a boyfriend or girlfriend or not -0.063 0.272 -0.005 -0.233 (6) .82
Giving up convenience

Constant 9.967 2.959 3.369 (6) .001

Number of hours of mobile phone use 1.273 0.132 0.208 9.657 (6) <.001

Age (years) 0.225 0.152 0.038 1.482 (6) .14

Gender 2.852 0.315 0.195 9.040 (6) <.001

Grade -0.850 0.298 -0.074 -2.850 (6) .004

Residence 0.509 0.314 0.035 1.621 (6) .11

Having a boyfriend or girlfriend or not -0.449 0.349 -0.028 -1.286 (6) .20
Not being able to communicate

Constant 9.000 2.552 3.527 (6) <.001

Number of hours of mobile phone use 0.463 0.114 0.089 4.069 (6) <.001

Age (years) 0.305 0.131 0.062 2.329 (6) .02

Gender 2.169 0.272 0.176 7.974 (6) <.001

Grade -0.882 0.257 -0.091 -3.430 (6) .001

Residence 0.671 0.271 0.054 2.474 (6) .01

Having a boyfriend or girlfriend or not -0.568 0.301 -0.042 -1.888 (6) .06
Losing connectedness

Constant 6.663 2.905 2.294 (6) .02

Number of hours of mobile phone use 1.079 0.129 0.179 8.339 (6) <.001

Age (years) 0.052 0.149 0.009 0.347 (6) .73

Gender 1.774 0.310 0.123 5.727 (6) <.001

Grade 1.979 0.293 0.175 6.761 (6) <.001

Residence 0.841 0.309 0.058 2.727 (6) .006

Having a boyfriend or girlfriend or not -0.510 0.342 -0.032 -1.489 (6) .14

aNot available.