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. 2021 Jan 15;3(1):12–30. doi: 10.3390/clockssleep3010002

Table 7.

Outcomes of linear regression models examining whether sleep changes were related to health behaviors.

Predictors Dietary Risk
B (p-Value)
Alcohol Misuse Scores
B (p-Value)
Physical Activity (METs/wk)
B (p-Value)
Sitting Time (min/d)
B (p-Value)
(Constant) 6.756 (<0.001) 2.005 (<0.001) 2517.932 (<0.001) 368.664 (<0.001)
Sleep quality change
Worse 0.486 (0.001) 0.310 (0.051) −272.907 (0.123) 19.909 (0.082)
Better −0.323 (0.081) 10.162 (0.413) 18.737 (0.934) −36.064 (0.010)
Did not change (reference) - - - -
Sleep duration change
Less 0.409 (0.040) 0.473 (0.019) −128.772 (0.582) 4.436 (0.770)
More 0.408 (0.008) 0.459 (0.004) −568.192 (0.002) 22.841 (0.050 *)
Did not change (reference) - - - -

n = 1877 for dietary risk, n = 1761 for alcohol misuse scores, n = 1736 for physical activity, and n = 1872 for sitting time. One model was built for each dependent variable, and the models controlled for age, BMI, gender, and countries. * The exact p value is 0.049880. Dietary risk was defined by score on the Starting the Conversation, a simplified food frequency questionnaire. 0 = best to 16 = worst dietary quality. Alcohol misuse was defined by score on the Alcohol Use Disorders Identification Test Consumption questionnaire. 0 = no alcohol use to 12 = highest alcohol use. Scores ≥ 3 in females and ≥4 in males were defined as misuse. Physical activity level and sitting time were reported on the International Physical Activity Questionnaire. METs = metabolic equivalents.

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