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. 2025 Jun 18;15(6):e094046. doi: 10.1136/bmjopen-2024-094046

Table 3. Factors associated with sleep quality assessed by the Pittsburgh Sleep Quality Index questionnaire: mediation model.

Characteristics Poor sleep quality(n=542) Good sleep quality(n=779) Crude OR(95% CI) P value Adjusted OR*(95% CI) AdjustedP value
Sex
 Female 392 (40.2) 582 (59.8) 0.88 (0.69, 1.13) 0.332
 Male 150 (43.2) 197 (56.8) 1
Age, mean (SD) 56.6 (14.4) 59.4 (13.5) 0.99 (0.98, 0.99) <0.001 1.00 (0.98, 1.05) 0.522
BMI, mean (SD) 24.8 (4.4) 24.6 (4.4) 1.01 (0.99, 1.04) 0.364 1
Education level
 Less than degree level 204 (37.8) 336 (62.2) 0.79 (0.63, 0.98) 0.036 0.94 (0.72, 1.22) 0.634
 Degree level or higher 335 (43.6) 434 (56.4) 1 1
Income (Thai Baht per year)
 <150 000 255 (38.0) 416 (62.0) 0.77 (0.62, 0.96) 0.022 0.83 (0.64, 1.07) 0.149
 ≥150 000 281 (44.3) 354 (55.7) 1 1
Current smoker
 Yes 18 (62.1) 11 (37.9) 2.40 (1.12, 5.13) 0.023 1.83 (0.81, 4.15) 0.145
 No 522 (40.5) 767 (59.5) 1 1
Alcohol consumption
 Yes 77 (44.8) 95 (55.2) 1.19 (0.86, 1.65) 0.285
 No 460 (40.5) 677 (59.5) 1
Hypertension
 Yes 124 (42.2) 170 (57.8) 1.06 (0.82, 1.38) 0.650
 No 418 (40.7) 609 (59.3) 1
Diabetes
 Yes 56 (37.8) 92 (62.2) 0.86 (0.61, 1.22) 0.403
 No 486 (41.4) 687 (58.6) 1
Chronic kidney disease
 Yes 55 (40.7) 80 (59.3) 0.97 (0.69, 1.42) 0.943
 No 487 (41.1) 699 (58.9) 1
Obstructive sleep apnoea
 Yes 29 (55.8) 23 (44.2) 1.86 (1.06, 3.25) 0.027 1.76 (0.97, 3.21) 0.063
 No 513 (40.4) 756 (59.6) 1 1
Dyslipidaemia
 Yes 276 (41.4) 390 (58.6) 1.03 (0.83, 1.29) 0.759
 No 266 (40.6) 389 (59.4) 1
Autoimmune disease
 Yes 33 (50.8) 32 (49.2) 1.51 (0.92, 2.49) 0.102
 No 509 (40.5) 747 (59.5) 1
Digital screen time (hour), median (IQR) 4.0 (2.0, 6.0) 3.0 (1.0, 5.0) 1.05 (1.02, 1.09) 0.002 1.01 (0.97, 1.05) 0.552
GPAQ score (MET-minutes per week)
 <600 178 (39.3) 275 (60.7) 0.90 (0.71, 1.13) 0.365
 ≥600 361 (41.9) 501 (58.1) 1
PHQ-9 scores
 >9 80 (74.8) 27 (25.2) 4.82 (3.07, 7.57) <0.001 3.87 (2.43, 6.15) <0.001
 ≤9 462 (38.1) 752 (61.9) 1 1
STOP-Bang questionnaire
 ≥5 33 (51.6) 31 (48.4) 1.57 (0.95, 2.59) 0.077 1.40 (0.82, 2.40) 0.212
 <5 506 (40.4) 746 (59.6) 1 1
CSM
 Evening or intermediate type 357 (49.9) 358 (50.1) 2.26 (1.80, 2.84) <0.001 1.88 (1.48, 2.42) <0.001
 Morning type 185 (30.6) 420 (69.4) 1 1
*

Covariates with a p<0.1 (ie, age, education levels, income, current smoker, obstructive sleep apnoea, digital screen time, PHQ-9 scores, STOP-Bang questionnaire and CSM) were simultaneously included in the multivariable logistic regression model.

BMI, body mass index; CSM, Composite Scale of Morningness; GPAQ, Global Physical Activity Questionnaire; MET, Metabolic Equivalent of Task; PHQ, Patient Health Questionnaire.