Literature DB >> 31788721

Profiles of Subjective Daytime Sleepiness through Cluster Analysis.

Daniel Ruivo Marques1,2, Ana Allen Gomes3,4, Maria Helena Pinto de Azevedo5.   

Abstract

Sleepiness propensity and sleepiness perception are two relevant dimensions of the general multidimensional sleepiness construct. In the current study, the aim was to identify eventual homogeneous subgroups when sleepiness propensity and sleepiness perception measures are combined. Data from 678 undergraduate students (aged 17 to 24 years) from a medical school were analyzed. A Two-Step Cluster Analysis was performed taken into consideration sleepiness propensity and sleepiness perception measures as clustering variables. Four different clusters were identified. Additionally, the two groups comprising higher levels of sleepiness perception (i.e., "high perception, low propensity" and "high subjective daytime sleepiness" clusters) had the most compromised results in some of the sleep-related variables examined - sleep needs, sleep latency, sleep quality, sleep sufficiency, self-reported insomnia, sleep reactivity to stress, and cognitive arousal - and in some of non-sleep related variables, such as neuroticism and affect. As to non-sleep variables, those groups reported higher scores in neuroticism, arousability, self-reported mental health and affective states. The identification of distinct groups concerning self-reported sleepiness may bring new avenues for research and understanding of the specific and differential role of sleepiness and its dimensions in sleep health and sleep disturbances, in particular, insomnia disorder.

Entities:  

Keywords:  Clusters; Daytime sleepiness perception scale (DSPS-4); Epworth sleepiness scale (ESS); Profiles; Sleepiness

Mesh:

Year:  2020        PMID: 31788721     DOI: 10.1007/s11126-019-09690-9

Source DB:  PubMed          Journal:  Psychiatr Q        ISSN: 0033-2720


  25 in total

1.  Are snoring medical students at risk of failing their exams?

Authors:  J H Ficker; G H Wiest; G Lehnert; M Meyer; E G Hahn
Journal:  Sleep       Date:  1999-03-15       Impact factor: 5.849

2.  Validation of the Insomnia Severity Index as an outcome measure for insomnia research.

Authors:  C H. Bastien; A Vallières; C M. Morin
Journal:  Sleep Med       Date:  2001-07       Impact factor: 3.492

Review 3.  Distinguishing sleepiness and fatigue: focus on definition and measurement.

Authors:  Jianhua Shen; Joseph Barbera; Colin M Shapiro
Journal:  Sleep Med Rev       Date:  2005-12-22       Impact factor: 11.609

4.  Subjective daytime sleepiness: dimensions and correlates in the general population.

Authors:  Hyon Kim; Terry Young
Journal:  Sleep       Date:  2005-05       Impact factor: 5.849

5.  How do individuals sleep around the world? Results from a single-day survey in ten countries.

Authors:  Constantin R Soldatos; François A Allaert; Tatsuro Ohta; Dimitris G Dikeos
Journal:  Sleep Med       Date:  2004-12-10       Impact factor: 3.492

6.  Assessing subjective daytime sleepiness: an internal state versus behavior approach.

Authors:  June J Pilcher; Cynthia L S Pury; Eric R Muth
Journal:  Behav Med       Date:  2003       Impact factor: 3.104

7.  A new method for measuring daytime sleepiness: the Epworth sleepiness scale.

Authors:  M W Johns
Journal:  Sleep       Date:  1991-12       Impact factor: 5.849

Review 8.  Insomnia heterogeneity: Characteristics to consider for data-driven multivariate subtyping.

Authors:  Jeroen S Benjamins; Filippo Migliorati; Kim Dekker; Rick Wassing; Sarah Moens; Tessa F Blanken; Bart H W Te Lindert; Jeffrey Sjauw Mook; Eus J W Van Someren
Journal:  Sleep Med Rev       Date:  2016-11-09       Impact factor: 11.609

9.  Vulnerability to stress-related sleep disturbance and hyperarousal.

Authors:  Christopher Drake; Gary Richardson; Timothy Roehrs; Holly Scofield; Thomas Roth
Journal:  Sleep       Date:  2004-03-15       Impact factor: 5.849

10.  Assessing subjective sleepiness during a night of sleep deprivation: examining the internal state and behavioral dimensions of sleepiness.

Authors:  Laura E McClelland; June J Pilcher
Journal:  Behav Med       Date:  2007       Impact factor: 3.104

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