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. 2019 Oct 14;43(3):zsz249. doi: 10.1093/sleep/zsz249

Table 4.

Multivariate proportional hazards model of potential predictors to intermittent excessive daytime sleepiness (EDS) and transient daytime sleepiness (DS) improvement

Variable Intermittent EDS vs. persistent EDS Transient DS improvement vs. No ESS change
HR [95% CI]* P-Value HR [95% CI]* P-Value
Educational level
 Secondary level 1 0.93
 Degree below bachelor 0.98 [0.66–1.44]
 Bachelor or above 0.84 [0.55–1.26]
Living alone, Yes 1.09 [0.83–1.42] 0.55
Hypnotic intake during the last month, Yes (vs. No) 0.47 [0.27–0.80] 0.006
Smoking status
 Not a smoker 1 0.16
 Current smoker 1.50 [0.99–2.27]
 Occasional smoker 1.02 [0.49–2.13]
Chronic pain, Yes (vs. No) 0.86 [0.60–1.25] 0.43
Hypertension, Yes (vs. No) 1.11 [0.75–1.64] 0.61
Endocrine and metabolic disease, Yes (vs. No) 1.17 [0.78–1.74] 0.45
Diabetes, Yes (vs. No) 1.29 [0.75–2.22] 0.37
Neurological disease, Yes (vs. No) 1.13 [0.75–1.72] 0.56
Other diseases, Yes (vs. No) 0.90 [0.68–1.18] 0.43 1.18 [0.85–1.65] 0.33
Change in sleep duration
 % of decrease (−7.21%) 1.14 [0.75–1.74] 0.0007
 No change 1
 % of increase (+9.09%) 1.96 [1.37–2.81]
Change in insomnia severity index
 % of decrease (−27.27%) 2.73 [1.95–3.82] <0.0001 2.10 [0.98–4.49] 0.11
 No change 1 1
 % of increase (+33.33%) 1.30 [0.92–1.83] 1.91 [1.01–3.59]
Change in Beck Depression Inventory score
 % of decrease (−33.33%) 1.86 [1.30–2.65] 0.002
 No change 1
 % of increase (+42.86%) 1.11 [0.72–1.70]
Change in body mass index
 % of decrease (−2.44%) 1.12 [0.77–1.62] 0.13
 % of no change 1
 % of increase (+3.23%) 0.70 [0.46–1.06]
Change in chronic pain
 Decrease 0.82 [0.53–1.28] 0.46
 No change 1
 Increase 0.78 [0.48–1.28]

DS, daytime sleepiness; EDS, Excessive Daytime Sleepiness; ESS, Epworth Severity Scale.

*Variables associated at p < 0.15 in univariate analysis (Table 3) at baseline were included in the model and were adjusted for baseline ESS score and age.

For a given variable, the numbers in brackets correspond to the lowest (for decrease) or the highest quartile (for increase) of all relative differences between two consecutives evaluations.