The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing

SM Mattingly, T Grover, GJ Martinez, T Aledavood… - NPJ digital …, 2021 - nature.com
… We investigated seasonal and weather effects of sleepeffects of seasonal and weather
effects on sleep patterns. We observe the strongest seasonal effects for wake time and sleep

[HTML][HTML] Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective …

Y Zhang, AA Folarin, S Sun, N Cummins… - Journal of Medical …, 2024 - jmir.org
seasonal effects on sleep patterns and activity levels [36-39]. Ignoring these seasonal impacts
may introduce bias into … to quantify the seasonal changes in wearable-measured circadian …

… longitudinal cohort repeated-measurement-burst study to assess the relationship between sleep determinants and sleep outcomes under real-world conditions across …

AM Biller, N Fatima, C Hamberger, L Hainke, V Plankl… - medRxiv, 2024 - medrxiv.org
… assessed seasonal changes in sleep duration and timing and even less on architecture. …
and enrich this with weather data available from local weather station in Munich operated by the …

Seasonal variation and sleep patterns in a hot climate Arab Region

I Al Lawati, F Zadjali, MA Al-Abri - Sleep and Breathing, 2023 - Springer
Sleep quality was measured using Pittsburgh Sleep Quality Index (PSQI) and classified as
… A longitudinal study in the USA revealed strong seasonal effects on depression, aggression…

Effects of season and daylight saving time shifts on sleep symptoms: Canadian Longitudinal Study on Aging

S Zolfaghari, M Cyr, A Pelletier, RB Postuma - Neurology, 2023 - AAN Enterprises
measures used to assess sleep across these studies. Some used self-reported data while
others used more objective measures … local weather patterns may have a significant effect on …

Sleep during COVID-19 pandemic: Longitudinal observational study combining multisensor data with questionnaires

N Luong, G Mark, J Kulshrestha… - arXiv preprint arXiv …, 2023 - arxiv.org
… that stringent measures implemented during the COVID-19 … new) Study [38] to a one-year
multimodal data set of working adults. … demographics or seasonal factors. In this study, we used …

Seasonal variation in sleep time: jackdaws sleep when it is dark, but do they really need it?

SJ Van Hasselt, M Coscia, G Allocca… - Journal of Comparative …, 2023 - Springer
seasonal variation in sleep in the European jackdaw (Coloeus monedula). We measured
sleep … and summer to assess seasonal variation in sleep time and sleep architecture. We then …

Reported sleep duration reveals segmentation of the adult life-course into three phases

A Coutrot, AS Lazar, M Richards, E Manley… - Nature …, 2022 - nature.com
… A linear-mixed model (LMM) was calculated to predict reported sleep duration with age, age
… with age as fixed effects, and random intercepts clustered by countries: sleep duration ~ age…

Planetary sleep medicine: studying sleep at the individual, population, and planetary level

NL Bragazzi, S Garbarino, L Puce… - Frontiers in Public …, 2022 - frontiersin.org
… The sleep-wake cycle can be measured and expressed as “… The strongest seasonal effect
could be detected for sleep … role of climate change on sleep and sleeping habits has not …

Toward robust stress prediction in the age of wearables: Modeling perceived stress in a longitudinal study with information workers

BM Booth, H Vrzakova, SM Mattingly… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… ) in situ longitudinal wearable and contextual sensing study of information workers. Using a
multimodal approach … Mark, “The effects of seasons and weather on sleep patterns measured