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. 2025 Aug 22;25:2896. doi: 10.1186/s12889-025-23894-8

Table 5.

Digital determinants predictive of 5 dimensions of sleep health

Dimensions of Sleep Health Independent Variable B SE Sig. Odds Ratio Confidence Interval Significance of the Model
Lower Upper Chi2 Sig.
Satisfaction Gender (Female) -0.704 0.229 0.002 0.495 0.315 0.775 30.2 Inline graphic
Technology anxiety -0.214 0.107 0.046 0.807 0.654 0.996
Digital Social Participation 0.278 0.106 0.009 1.320 1.071 1.626
Presence of sleep disorder -0.778 0.354 0.028 0.460 0.230 0.920
Constant 1.573 0.482 0.001 4.819
Alertness Age Group (74-85) -0.690 0.260 0.008 0.502 0.301 0.835 43.729 Inline graphic
Age Group (85+) -0.963 0.335 0.004 0.382 0.198 0.736
Gender (Female) 0.651 0.225 0.004 1.918 1.234 2.981
Education (secondary) 0.345 0.296 0.244 1.413 0.790 2.525
Education (Higher) 0.807 0.328 0.014 2.241 1.177 4.266
Monitor sleep -1.717 0.620 0.006 0.180 0.053 0.606
Constant -0.428 0.375 0.254 0.652
Timing Gender (Female) -1.033 0.347 0.003 0.356 0.180 0.703 39.544 Inline graphic
Technology Anxiety -0.304 0.154 0.049 0.738 0.546 0.999
Use of technology before sleep 1.100 0.349 0.002 3.003 1.517 5.946
Mobile phone during awake -1.839 0.592 0.002 0.159 0.050 0.507
Constant 3.265 0.700 Inline graphic 26.175
Efficiency Technology anxiety -0.243 0.104 0.019 0.784 0.640 0.961 12.12 0.007
Digital Social Participation 0.152 0.068 0.026 1.164 1.018 1.331
Constant -0.164 0.415 0.693 0.849
Duration Gender (Female) -0.887 0.250 Inline graphic 0.412 0.252 0.673 27.330 Inline graphic
Digital Social Participation 0.147 0.072 0.042 1.158 1.005 1.334
Constant 1.482 0.482 0.002 4.401