Evidence map›Paper›PMID 40837690›Full record

ArticleEnvironment & health (Washington, D.C.)2025

Hourly Relative Humidity and Fall Injuries in China: A Nationwide Case-Crossover Study Based on 4.19 Million Cases.

Weiquan Zeng, Yuliang Er, Pengpeng Ye, Yan Ma, Yuan Fang, Guanhao He, Jianxiong Hu, Yuan Wang, Mengen Guo, Xiao Deng and 8 more

Abstract read
In one paragraph

Article in Environment & health (Washington, D.C.), 2025. 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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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

18 authors.

Weiquan ZengDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Yuliang ErNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Pengpeng YeNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Yan MaBao'an District Hospital for Chronic Diseases Prevention and Cure, Shenzhen 518101, China.
Yuan FangDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Guanhao HeDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Jianxiong HuDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Yuan WangNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Mengen GuoDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Xiao DengNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Ye JinNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Ying XuBao'an District Hospital for Chronic Diseases Prevention and Cure, Shenzhen 518101, China.
Tao LiuDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.ORCID https://orcid.org/0000-0003-1451-5251
Cuirong JiNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Sujuan ChenDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.
Yanfang GuoBao'an District Hospital for Chronic Diseases Prevention and Cure, Shenzhen 518101, China.
Leilei DuanNational Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
Wenjun MaDepartment of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou 510632, China.ORCID https://orcid.org/0000-0002-9266-4802

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Falls represent a significant public health issue worldwide. Previous studies have demonstrated associations of temperature with fall risk, but the effect and burden of hourly relative humidity and fall morbidity have been rarely investigated. Fall data and meteorological data were collected from the National Injury Surveillance System during 2006-2021 in China. Associations between hourly relative humidity and fall onset were analyzed using conditional logistic regression combined with a distributed lag nonlinear model. Stratified analysis was used to identify potential association modifiers. Several sensitivity analyses were applied to examine the robustness of the results. The study involved 4 197 495 fall-related cases. Relative humidity exhibited monotonic relationships with the fall onset risk. The excess risk (ER) of falls appeared immediately at lag 0 h and persisted for 8 h. A 10% decrease in relative humidity was associated with a 1.35% (95% confidence interval [CI]: 0.83-1.87%) increase in excess risk of falls and much higher risk for males (ER = 1.89%, 95% CI: 1.29-2.48%) than that for females (ER = 0.52%, 95% CI: 0.14-0.90%). The excess risk of fall injury was the highest among individuals aged 5-14 years (ER = 3.45%, 95% CI: 2.57-4.32%) compared to other age groups. Moreover, compared to the highest relative humidity, the attributable fraction (AF) due to low relative humidity exposure was 4.94% (95% CI: 4.88-4.98%). Subgroup analyses revealed that males, individuals aged 5-14 years, students, cases occurring in public places, and cases engaged in sports activities were more susceptible to relative humidity than their correspondents. Regional disparities were observed, with individuals in southern China or warm regions showing greater sensitivity to changes in relative humidity. Results of this study suggest that hourly low relative humidity exposure is associated with an increased risk of fall onset. These findings underscore the necessity of time-specific interventions to mitigate the relative humidity risk.

Indexed as

Case-crossover studyChinaDistributed lagged nonlinear modelFall injuryHourly relative humidity

Identifiers

PMID40837690
PMCPMC12362207

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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.