Evidence map›Paper›PMID 42825971›Full record

ArticleSleep & breathing = Schlaf & Atmung2026

Associations between weather variables and sleep architecture: A large-scale analysis using consumer sleep data.

Minji Lee, Hyuntak Hong, Seunghun Kim, Sunyoung Kang, Sooyeon Kim, Sungeun Moon, Jung Kyung Hong, Ki-Young Jung, Dongheon Lee, In-Young Yoon

Abstract read
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In one paragraph

Article in Sleep & breathing = Schlaf & Atmung, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Minji Lee *Department of Psychiatry, Soonchunhyang University Seoul Hospital, Seoul, 04401, Republic of Korea.ORCID http://orcid.org/0000-0003-4962-3869
Hyuntak Hong *Asleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0009-0006-9384-465X
Seunghun KimAsleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0009-0007-1819-0796
Sunyoung KangAsleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0009-0002-0736-9073
Sooyeon KimAsleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0009-0004-0289-2177
Sungeun MoonAsleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0009-0001-9207-7739
Jung Kyung HongDepartment of Neuropsychiatry, Seoul National University Bundang Hospital, Gumi-Ro 173Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, Republic of Korea.ORCID http://orcid.org/0000-0002-1893-7868
Ki-Young JungDepartment of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.ORCID http://orcid.org/0000-0001-5528-9081
Dongheon LeeAsleep Inc., Seoul, 06159, Republic of Korea.ORCID http://orcid.org/0000-0003-4660-6174
In-Young YoonDepartment of Neuropsychiatry, Seoul National University Bundang Hospital, Gumi-Ro 173Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, Republic of Korea. iyoon@snu.ac.kr.ORCID http://orcid.org/0000-0002-3995-8238

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study investigated the impact of daily weather conditions on sleep architecture and assessed whether these effects vary according to the severity of suspected sleep-disordered breathing.

methodsWe analyzed 236,115 nights of home-based sleep data, collected over one year from 1,067 users of the SleepRoutine® mobile application in South Korea. Each night's data was paired with contemporaneous weather data from Seoul. Apnea-hypopnea index (AHI) values were classified on a nightly basis into low (< 15) and high (≥ 15) groups.

resultsElevated temperature was associated with decreased sleep efficiency (SE), total sleep time (TST), and deep sleep ratio (all p < 0.001), along with increased sleep latency (SL), and wake after sleep onset (WASO) (all p < 0.001). Higher humidity correlated with lower SE and light sleep ratio (p < 0.001, 0.004), and with longer WASO (p = 0.02, < 0.01). Longer sunshine duration was linked to greater TST, WASO, and REM sleep ratio (all p < 0.01) and to a decrease in sleep latency and light sleep ratio (p < 0.01). Relative to spring, summer demonstrated the poorest sleep quality, whereas autumn and winter showed variable effects. Importantly, temperature and sunshine duration demonstrated significant interactions with AHI group. In nights with higher AHI, weather-associated changes in SE, TST, and WASO were diminished. Seasonal interactions with AHI also significant across multiple sleep stages.

conclusionsTemperature, humidity, and sunshine duration were significantly associated with sleep structure. These effects may be less pronounced in individuals with sleep-disordered breathing.

Indexed as

PolysomnographySleep Apnea, ObstructiveSleep StagesWeatherAdultAgedFemaleHumansMaleMiddle AgedRepublic of KoreaSeasonsSleep DurationStatistics as TopicAmbient temperatureApnea–hypopnea indexMobile healthSeasonal variationSleep-disordered breathing

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.