Using big data to explore worldwide trends in objective sleep in the transition to adulthood

Kuula, Liisa; Gradisar, Michael; Martinmäki, Kaisu; Richardson, Cele; Bonnar, Daniel; Bartel, Kate; Lang, Christin; Leinonen, Leena; Pesonen, Anu‐Katriina

doi:10.1016/j.sleep.2019.07.024

Cited by 54 publications

(39 citation statements)

References 36 publications

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“…Our results on gender differences in sleep durations were also unique. In contrast to women in other countries 1 , 3 , 4 , 36 , Japanese women slept 30 min shorter than similarly aged men on average. According to the questionnaire-based survey conducted by the Organization for Economic Co-operation and Development (OECD) 48 , women tend to sleep longer than men in almost all OECD countries, with just a few exceptions (Japan, India, Mexico, Estonia), and among these exceptions, the Japanese results were an extreme case.…”

Section: Discussioncontrasting

confidence: 57%

“…We found a remarkable time shift toward earlier bedtimes and earlier wake times with increasing age between 20 and 89 years, thus indicating a phase advance of sleep–wake cycles with aging. A variety of population-based studies have consistently reported a similar result using both subjective 12 , 35 and objective assessments 3 , 4 , 36 , as well as cross-country meta-analysis 1 . Consistent reports of a systematic phase advance across different population groups suggest the presence of an underlying endogenous physiological mechanism; alterations in the output of the human circadian pacemaker may cause the systematic phase advance, as discussed in previous studies 42 , 43 .…”

Section: Discussionmentioning

confidence: 77%

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Age and gender differences in objective sleep properties using large-scale body acceleration data in a Japanese population

Nakamura

Hayano

et al. 2021

Sci Rep

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Using large-scale objective sleep data derived from body acceleration signals of 68,604 Japanese residents ranging from adolescents to the elderly (10–89 years old), we found significant age- and gender-related differences in sleep properties (timing, duration, and quality) in real-life settings. Time-in-bed and total sleep time (TST) showed a U-shaped association with age, indicating their decrease in adulthood following their increase in the elderly. There was a remarkable shift in sleep phase toward earlier bedtime and earlier wake time with increasing age (> 20 years), together with worsening of sleep quality, which is estimated by sleep efficiency (SE) and wake time after sleep onset. Gender comparisons showed that TST was shorter in women than in similarly aged men, which is much evident after the age of 30 years. This was associated with later bedtimes and greater age-related deterioration of sleep quality in women. Compared to men in the same age group, women over age 50 demonstrated a greater reduction in SE with aging, due mainly to increasing durations of nighttime awakening. These differences can be attributed to several intricately intertwined causes, including biological aging as well as socio-cultural and socio-familial factors in Japan. In conclusion, our findings provide valuable insights on the characteristics of Japanese sleep habits.

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Section: Discussioncontrasting

confidence: 57%

Section: Discussionmentioning

confidence: 77%

Age and gender differences in objective sleep properties using large-scale body acceleration data in a Japanese population

Nakamura

Hayano

et al. 2021

Sci Rep

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“…the mid‐point of sleep on free days; Zavada et al, 2005). During adolescent development (10–20 years), the mid‐point of sleep dramatically drifts later and begins to reverse again during the mid‐20s (Kuula et al, 2019). Numerous studies have shown an association between eveningness/ a later chronotype/ later circadian timing and depression symptoms or a depressive disorder (Bauducco et al, 2020).…”

Section: Introductionmentioning

confidence: 99%

Self‐reported sleep patterns and quality amongst adolescents: cross‐sectional and prospective associations with anxiety and depression

Orchard

Gregory

Gradisar

et al. 2020

Child Psychology Psychiatry

109

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Background: Sleep problems are common in adolescence, and frequently comorbid with both anxiety and depression. Research studies have suggested a bidirectional relationship between sleep and psychopathology, which includes evidence that sleep interventions can alleviate symptoms of anxiety and depression. However, little is known about the nature of sleep problems amongst adolescents with anxiety and depression, and whether specific sleeping difficulties are involved in the longitudinal relationship between sleep, anxiety and depression. Method: The sample was derived from the Avon Longitudinal Study of Parents and Children (ALSPAC), a population-based, prospective, birth cohort study of children born in 1991-1992. Data were explored from a subset of participants who took part in a clinical assessment at age 15, on self-report sleep patterns and quality, and diagnostic outcomes of anxiety and depression (N = 5,033). Subsequent diagnostic and symptom severity data on anxiety and depression at ages 17, 21 and 24 were also examined. Results: Cross-sectional and longitudinal analyses were conducted to explore the relationship between sleep problems, anxiety and depression. Results revealed that adolescents aged 15 with depression experience difficulties with both sleep patterns and sleep quality, whereas adolescents with anxiety only reported problems with sleep quality. A range of sleep variables at age 15 predicted the severity of anxiety and depression symptoms and the diagnoses of anxiety and depressive disorders at age 17, 21 and 24 years. Conclusions: The results provide further insight into the nature of sleep problems amongst adolescents with anxiety and depression, and the prospective relationship between sleep disturbance and future psychopathology. These data suggest that targeting sleep difficulties during adolescence may have long-term mental health benefits.

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“…8 Screen time may replace activities and routines that are relaxing and that promote more adequate sleep hygiene, 9 defined as a variety of different practices and habits that are necessary to have better sleep quality and full daytime alertness. 10 Additionally, evidence suggests that other environmental aspects such as the region of residence [11][12][13] or culture 14 are associated with sleep patterns. A previous study 15 showed that children between 2 and 9 years from Mediterranean countries, including Spain, and Eastern countries, have shorter nocturnal sleep duration compared with Northern countries.…”

Section: Backg Rou N Dmentioning

confidence: 99%

Association of screen time and sleep duration among Spanish 1‐14 years old children

Cartanyà‐Hueso

Lidón‐Moyano

Martín‐Sánchez

et al. 2020

Paediatric Perinatal Epid

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Background Due to the change in screen time usage in the last decade, there is needed to add more evidence about the relationship of screen time and sleep duration. Objective To assess the association between screen time and sleep duration among Spanish children between 1 and 14 years old. Methods We used data from the 2017 Spanish National Health survey, conducted on a representative sample of the Spanish population. We categorised daily leisure screen time as 0‐59, 60‐119, 120‐179, and ≥180 minutes. We classified sleep duration, depending on the age, as proper sleep duration and short sleep duration. We calculated unadjusted, and adjusted prevalence ratio (PR) and 95% confidence interval (CI) of short sleep duration according to daily leisure screen time after adjusting for potential confounders. PR’s were derived from fitting generalised linear models with Poisson distribution and robust variance. Results Of the 5517 Spanish children aged 1‐14 years, 44.3% spent 120 minutes or more of daily leisure screen time and 23.6% had short sleep duration. 24.5% and 28.2% of children spending between 120 and 179 minutes and exceeding 180 minutes of daily leisure screen time suffered short sleep duration, respectively. In the adjusted model, higher patterns of daily leisure screen time were associated with short sleep duration: adjusted PR120‐179 = 1.34 (95% CI 1.18, 1.54) and adjusted PR≥180 = 1.48 (95% CI 1.27, 1.73). Conclusions Around one out of four Spanish children between 1 and 14 years old, exceeding 120 minutes of daily leisure screen time, had short sleep duration. More scientific research is needed for institutions to work on providing novel healthcare programmes that consider these new determinants of child health.

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Using big data to explore worldwide trends in objective sleep in the transition to adulthood

Cited by 54 publications

References 36 publications

Age and gender differences in objective sleep properties using large-scale body acceleration data in a Japanese population

Age and gender differences in objective sleep properties using large-scale body acceleration data in a Japanese population

Self‐reported sleep patterns and quality amongst adolescents: cross‐sectional and prospective associations with anxiety and depression

Association of screen time and sleep duration among Spanish 1‐14 years old children

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