Related Experiment Video
Updated: Jan 7, 2026

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Sleep duration and efficiency from 6 to 18 years of age in a birth cohort
Iná S Santos1, Priscila Echevarria1, Isabel Oliveira Bierhals2
1Postgraduate Program in Epidemiology, Faculty of Medicine, Federal University of Pelotas, Pelotas, RS, Brazil.
Insights
Childhood sleep duration declines significantly by adolescence. By age 18, only 37.4% of adolescents achieve recommended sleep duration and efficiency for optimal health and well-being.
Area of Science:
- Pediatric Sleep Science
- Developmental Psychology
- Public Health
Background:
- Healthy sleep is crucial for physical and mental well-being, involving a balanced sleep-wake pattern.
- Individual, social, and environmental factors influence sleep needs across development.
Purpose of the Study:
- To characterize distinct sleep multitrajectories from childhood (6 years) through adolescence (18 years).
- To identify patterns in sleep duration, efficiency, bedtime, and wake-up times over this developmental period.
Main Methods:
- Utilized a population-based birth cohort with 4231 participants assessed longitudinally.
- Employed actigraphy to measure sleep parameters (bedtime, wake-up time, duration, efficiency) at ages 6, 11, 15, and 18.
- Applied group-based multitrajectory models (GBMTM) to analyze simultaneous changes in sleep parameters.
Main Results:
- Sleep duration decreased from 7.54 hours at age 6 to 6.14 hours by age 15.
- Sleep efficiency improved from 81.0% at age 6 to 85.0% at age 18.
- Three distinct sleep trajectory groups were identified; only 37.4% met recommended sleep duration and efficiency by age 18.
Conclusions:
- Adolescents' sleep patterns diverge significantly, with a minority achieving recommended sleep duration and efficiency by late adolescence.
- Factors such as female sex and low birth weight were associated with a higher likelihood of optimal sleep trajectories.
- Ensuring adequate sleep duration and efficiency in adolescence is critical for health and well-being, aligning with National Sleep Foundation guidelines.
Background:
Healthy sleep comprises a multidimensional sleep-wake pattern, adapted to individual, social and environmental demands, which promotes physical and mental well-being.
Objective:
To describe sleep multitrajectories from 6 to 18 years of age.
Methods:
Population-based birth cohort using information from 4231 participants assessed at birth and at 6, 11, 15, and 18 years of age. Bedtime, wake-up time, sleep duration, and sleep efficiency were measured through actigraphy. Group-based multitrajectory models (GBMTM) were applied to jointly explore the longitudinal changes in bedtime, wake-up time, sleep duration, and sleep efficiency over time. Maternal and child characteristics at birth were used to describe prevalence (with 95 % confidence interval) of sleep multitrajectories.
Results:
3595, 3547, 1940, and 3447, respectively, at ages 6, 11, 15, and 18 years had information on sleep parameters, and 2412 were included in the multitrajectory analysis. In the entire cohort, sleep duration decreased from 7.54 h at 6 years to 6.84, 6.14, and 6.42 h, respectively, at 11, 15, and 18 years, and sleep efficiency improved with age from 81.0 % at 6 years to 85.0 % at 18. Three multitrajectory groups containning the simultaneous analysis on the four sleep parameters were defined: G1, G2 and G3, comprising, respectively, 28.8 %, 33.8 %, and 37.4 % of the sample. At 18 years, only adolescents from G3 achieved sleep duration and efficiency within the recommended range for age (respectively, 7.60 h/day and 86.0 %). Female adolescents and those with low birth weight had a greater likelihood of belonging to G3.
Conclusions:
Although adolescents from the three groups presented an acceptable sleep duration at 6 years, by the end of adolescence only 37.4 % of them achieved the recommended sleep duration and efficiency needed for a good health and well-being, as defined by the United States National Sleep Foundation.
Related Concept Videos
Longitudinal Research
Stages of Sleep
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...

