Related Experiment Video
Updated: May 28, 2026

Human Circadian Phenotyping and Diurnal Performance Testing in the Real World
Published on: April 7, 2020
Hierarchy of insomnia criteria based on daytime consequences
Maurice M Ohayon1, Dieter Riemann, Charles Morin
1Stanford Sleep Epidemiology Research Center, Stanford University School of Medicine, Stanford, CA 94303, USA. mohayon@stanford.edu
Objectives:
To explore how insomnia symptoms are hierarchically organized in individuals reporting daytime consequences of their sleep disturbances.
Methods:
This is a cross-sectional study conducted in the general population of the states of California, New York, and Texas. The sample included 8937 individuals aged 18 years or older representative of the general population. Telephone interviews on sleep habits and disorders were managed with the Sleep-EVAL expert system and using DSM-IV and ICSD classifications. Insomnia symptoms and global sleep dissatisfaction (GSD) had to occur at least three times per week for at least three months.
Results:
A total of 26.2% of the sample had a GSD. Individuals with GSD reported at least one insomnia symptom in 73.1% of the cases. The presence of GSD in addition to insomnia symptoms considerably increased the proportion of individuals with daytime consequences related to insomnia. In the classification trees performed, GSD arrived as the first predictor for daytime consequences related to insomnia. The second predictor was nonrestorative sleep followed by difficulty resuming sleep and difficulty initiating sleep.
Conclusions:
Classification trees are a useful way to hierarchically organize symptoms and to help diagnostic classifications. In this study, GSD was found to be the foremost symptom in identifying individuals with daytime consequences related to insomnia.
Related Concept Videos
Insomnia
Multiple factors contribute...
Management of Insomnia
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Narcolepsy
Sleep-Wake Cycles
NREM Sleep
NREM sleep comprises four progressive stages that seamlessly merge:
Substance Use Disorders Affecting Sleep
Understanding the concepts of physical dependence,...

