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. 2019 Jul 5;14(7):e0219318. doi: 10.1371/journal.pone.0219318

Table 3. Results of final multiple linear regression models for objective and subjective sleep phenotypes.

Response variables N Independent variables (in the final model) β p
Total Sleep Duration 1029 Gender male -0.184 < .001
Age 0.139 .001
Being employed -0.129 .002
BMI -0.081 .008
Season Summer -0.072 .015
LTH thyroid disorder 0.071 .021
Night Sleep Duration (tr) 1019 Serum 25(OH) D concentration 0.065 .038
Gender male -0.214 < .001
Being employed -0.147 < .001
Season Summer -0.072 .019
BMI -0.102 .001
LTH tyhroid disorder 0.058 .066
Night Sleep Efficiency (tr) 1005 Gender male -0.167 < .001
Being married 0.112 < .001
BMI (centered) -0.150 < .001
BMI (centered) x Gender male (centered) -0.091 .004
Midsleep time (tr) 1021 Serum 25(OH) D concentration (centered) -0.080 .011
Age (centered) -0.154 .001
Low SES (centered) -0.060 .050
Alcohol consumption (centered) 0.192 < .001
Season Spring (centered) -0.064 .034
Being employed (centered) -0.349 < .001
Age x Gender male -0.086 .004
Age x Being single -0.114 .001
Gender Male x Alcohol consumption -0.127 .001
Wake after Sleep Onset (tr) 1044 Serum 25(OH) D concentration 0.082 .048
LTH thyroid disorder -0.086 .024
BMI 0.078 .015
Gender male x Being employed -0.136 < .001
Gender male x BMI 0.258 < .001
Gender male x LTH thyroid disorder 0.083 .029
Gender male x Serum 25(OH)D concentration -0.152 .030
Daytime Sleepiness (ESS-Score) 1010 Gender male 0.130 < .001
Being employed 0.206 < .001
Being unemployed 0.066 .039
LTH depression 0.074 .017
Subjective Sleep Quality (PSQI-Score) (tr) 985 Age 0.139 < .001
BMI 0.079 .011
LTH depression 0.132 < .001
Gender male x Age -0.288 < .001
Gender male x LTH thyroid disorder 0.083 .009
Gender male x Season Winter 0.085 .012

Annotation: β: beta coefficient; tr: Box-Cox transformed data; BMI: Body mass index; SES: socioeconomic status, LTH: Lifetime history