Variable Details

Available Studies
ROS, MAP, MARS
Scaled? 
Not Scaled
Variable Type 
Longitudinal
Variable Name 
berlin_risk_class
Categories
Sleep and Circadian Rhythms

Risk of sleep apnea
Risk of sleep apnea, high vs. low (Berlin Questionnaire)

Risk of sleep apnea is measured using the Berlin questionnaire. The questionnaire consists of questions in three categories: snoring, daytime sleepiness, and physiological risk factors.

Category 1: Snoring

Item012
Do you snore?NoYesx
If you snore, would you say your snoring is...?Slightly louder than breathing OR as loud as talkingLouder than talking OR very loud - can be heard in adjacent roomsx
Over the past month, how often have you been snoring?Not at all OR less than once a week OR once or twice a weekThree or four times a week OR nearly every dayx
Has your snoring ever bothered other people?NoYesx
During the past month, how often have others noticed that you quit breathing or have long pauses between breaths during sleep?Not at all OR less than once a week OR twice a weekxThree or four times a week OR nearly every day

The category score is the sum of the 5 items, then dichotomized.

ValueSum
0Low risk: 0-1
1High risk: 2-6

Category 2: Daytime sleepiness

Item01
During the past month, how often have you felt tired or fatigued after your sleep?Not at all OR less than once a week OR once or twice a weekThree or four times a week OR nearly every day
In the past month, during your waking time, how often have you felt tired, fatigued, or not up to par?Not at all OR less than once a week OR once or twice a weekThree or four times a week OR nearly every day
Have you ever nodded off or fallen asleep while driving a vehicle?NoYes

The daytime sleepiness score is the sum of the 3 items, then dichotomized.

ValueCategory score
0Low risk: 0-1
1High risk: 2-3

Category 3: Physiological risk factors

ValueCoding
0Low risk: BMI <30 AND no history of hypertension
1High risk: BMI ≥30 OR history of hypertension

Risk of sleep apnea is the sum of the three category scores, expressed as high or low risk (see below).

ValueCoding
0Low risk: high risk in 0-1 categories
1High risk: high risk in at least 2 categories

Publications