Evidence map›Paper›PMID 41883374›Full record

ArticleEnvironment & health (Washington, D.C.)2026

Extreme Cold Events and Adolescent Mental Health: Evidence from a National School-Based Survey in China.

Yaqi Wang, Jiajia Dang, Jianhui Guo, Di Shi, Ning Ma, Xinyao Lian, Shan Cai, Yunfei Liu, Ziyue Chen, Yihang Zhang and 8 more

Abstract read
In one paragraph

Article in Environment & health (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Yaqi WangInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Jiajia DangInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Jianhui GuoInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.ORCID https://orcid.org/0000-0001-5731-9328
Di ShiInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Ning MaVanke School of Public Health, Tsinghua University, Beijing 100084, China.
Xinyao LianInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Shan CaiInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Yunfei LiuInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Ziyue ChenInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Yihang ZhangInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Jiaxin LiInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Tianyu HuangInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Tianjiao ChenInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Guangrong ZhuInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Peijin HuInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Jun MaInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.
Jing LiInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.ORCID https://orcid.org/0000-0001-7682-4311
Yi SongInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing 100191, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adolescent mental health issues are a growing public health concern, and extreme temperature events (ETEs) driven by climate change may exacerbate these challenges. However, the impact of cold spells, a common ETE, on adolescent mental health remains unclear. The study aims to explore the impacts of cold spells, defined with different intensities and durations, on adolescent mental health across China while also establishing risk-driven thresholds for cold spells and identifying vulnerable subpopulations. The data was derived from the 2019 survey cycle of the Chinese National Surveillance on Students' Constitution and Health, conducted between September and December and encompassing 149,697 adolescents aged 10-18 from 30 provinces. Cold spells were defined by using a series of cutoff temperature thresholds and durations. We assessed cold spell frequency and average cold intensity during the 12 months prior to the survey based on 0.1° × 0.1° gridded apparent temperature data. Troubled symptoms were measured using the Kessler Psychological Distress Scale and the Warwick-Edinburgh Mental Wellbeing Scale. We applied generalized linear mixed models to estimate the associations, and risk-driven thresholds for cold spells were determined based on the distribution of risk estimates. Among participants, 10.9% reported troubled symptoms. Higher cold spell frequency and average cold intensity were associated with increased odds of troubled symptoms. Risk-related thresholds were set using daily apparent temperatures at or below the fifth percentile for ≥3 days (P5_3d) or the 2.5 percentile for ≥2 days (P2.5_2d). Early warning and avoidance of cold spell exposure could potentially prevent 2.8-3.5% of troubled symptoms. Younger adolescents, female adolescents, rural residents, and those in lower GDP regions were more vulnerable. Our findings suggest that cold spells exceeding certain thresholds may adversely impact adolescent mental health, emphasizing the need for targeted cold-health early warning systems.

Indexed as

adolescentsclimate changecold spellmental healthtroubled symptoms

Identifiers

PMID41883374
PMCPMC13010302

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.