sleep duration ↔ multiple regression

Relations (1)

related 2.00 — strongly supporting 3 facts

Multiple regression is the statistical method used to analyze the relationship between sleep duration and cognitive outcomes, as evidenced by its application in modeling Executive Function [1], [2], and [3].

Facts (3)

Sources

Impact of sleep duration on executive function and brain structure nature.com Nature 3 facts

claimThe multiple regression model examining the relationship between sleep duration and Executive Function controlled for age, sleep characteristics (chronotype, insomnia), obstructive sleep apnoea traits (daytime sleepiness, snoring), vascular co-morbidity, smoking, BMI, APOE ε4 genotype, and socioeconomic status.

claimA multiple regression analysis with Executive Function as the dependent variable demonstrated a quadratic relationship between sleep duration and Executive Function, comparing six-to-eight hour sleep durations to other reported sleep times.

claimA multiple regression model using Executive Function as the dependent variable confirmed a quadratic relationship between sleep duration and cognitive performance, controlling for age, chronotype, insomnia, obstructive sleep apnoea traits, vascular co-morbidity, smoking, BMI, APOE ε4 genotype, and socioeconomic status.