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. 2023 Oct 20;47(1):109. doi: 10.1007/s10916-023-02005-3

Table 2.

Regression coefficients of associations between depression, anxiety, stress, sleep quality and levels of smartphone use

Model: DV Smartphone use Crude Estimates Adjusted Estimates¥
Reg Coeff: β [95% CI] Reg Coeff: β [95% CI]
1: Depression [Low-moderate = Ref]
Moderate-High 3.62 [1.80–5.45] 3.51 [1.63–5.40]
High-Severe 7.65 [5.55–9.75] 6.91 [4.74–9.07]
2: Anxiety [Low-moderate = Ref]
Moderate-High 2.90 [1.73–4.08] 2.14 [0.93–3.34]
High-Severe 5.74 [4.37–7.12] 4.65 [3.24–6.07]
3: Stress [Low-moderate = Ref]
Moderate-High 4.46 [2.84–6.09] 3.40 [1.75–5.06]
High-Severe 8.79 [6.90-10.69] 7.02 [5.11–8.93]
4: Sleep quality [Low-moderate = Ref]
Moderate-High 0.97 [0.44–1.49] 0.72 [0.27–1.17]
High-Severe 2.12 [1.51–2.73] 1.40 [0.87–1.93]

CI Confidence interval

DV dependent variable

¥Each of the linear regression models was adjusted for age, sex, education, employment, English as first language, and sleep duration

Depression, anxiety, and stress scores ranged from 0 to 42, while sleep quality index ranged from 0 to 21