Evidence map›Paper›PMID 39071631›Full record

ArticleHeliyon2024

Meteorological parameters and hospital-acquired falls-A multicenter retrospective study based on 10 years of adverse events reporting system data.

Yuanyuan Ren, Jinyan Li, Jun Yang, Lei Hu, Zhihui Xu, Rongjuan Fu, Kaihui Wu, Min Guo, Mei Hu, Liu Ran and 7 more

Abstract read
In one paragraph

Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Global, regional, and national burden of vertebral fractures among women from 1990 to 2021: a systematic analysis based on the global burden of disease study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
    Article
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

17 authors.

Yuanyuan RenDepartment of General Practice, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Jinyan LiInformation Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Jun YangDepartment of General Practice, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Lei HuInformation Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Zhihui XuNursing Department, Hechuan District People's Hospital of Chongqing, Chongqing, 401533, China.
Rongjuan FuNursing Department, Dianjiang People's Hospital of Chongqing, Chongqing, 408300, China.
Kaihui WuNursing Department, Nanchuan District People's Hospital of Chongqing, Chongqing, 408400, China.
Min GuoNursing Department, The 13th People's Hospital of Chongqing, Chongqing, 400050, China.
Mei HuNursing Department, Chongqing University Three Gorges Hospital, Chongqing, 404100, China.
Liu RanDepartment of Endocrinology, Changshou District People's Hospital of Chongqing, Chongqing, 401220, China.
Xia LiNursing Department, Qijiang District People's Hospital, Chongqing, 401420, China.
Huicheng QiuNursing Department, Liangping District People's Hospital, Chongqing, 405200, China.
Lianmei LiaoNursing Department, The First People's Hospital of Chongqing Liangjiang New Area, Chongqing, 401121, China.
Mengmeng ZhangNursing Department, Banan District People's Hospital of Chongqing, Chongqing, 401320, China.
Yetao LuoDepartment of Nosocomial Infection Control, Second Affiliated Hospital, Army Medical University, Chongqing, 400037, China.
Sumei ZhouEmergency Department, The First Affiliated Hospital of Chongqing Medical University, 400016, China.
Fu DingNursing Department, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective and rationale: Hospital-acquired falls are common and serious adverse events in medical institutions, with high incidence and injury rates. Studying the occurrence patterns of hospital-acquired falls is important for preventing falls in hospitalized patients. However, the effect of meteorological factors on hospital-acquired falls has not been elucidated. Therefore, this study explored the impact of meteorological parameters on hospital-acquired falls in Chongqing, China, and provided new ideas for the clinical prevention of falls in patients. Methods: Correlation analysis and distributed lag nonlinear models were employed to analyze the relationship between 3890 cases of hospital-acquired falls and meteorological data in 13 hospitals in 11 districts and counties in Chongqing from January 2013 to April 2023. Results: The number of hospital-acquired falls demonstrated a nonlinear correlation with the daily average relative humidity and negatively correlated with sunshine duration; however, temperature, air pressure, and wind speed were not correlated. Compared to the reference humidity (87 %), the immediate effects of daily average relative humidity (65-68 % and 90-97 %) increased the risk of hospital-acquired falls on the same day (relative risk [RR]:1.027-1.243). When the daily average relative humidity was 95-97 %, lags of 0-1 d and 8-12 d had greater effects on falls (RR:1.073-1.243). The daily average relative humidities of 62-74 % and 91-97 % were statistically significant at cumulative relative risk (CRR)of 4, 7, 10, and 14 d with a cumulative lag (CRR: 1.111-4.277). On sex and age stratification, the lag and cumulative effects of relative humidity more significantly impacted falls in women and patients aged ≥65 years. Conclusion: Daily average relative humidity had a nonlinear correlation and lag effect on hospital-acquired falls; therefore, medical institutions should pay attention to the effect of relative humidity on hospital-acquired falls in patients, especially old and female patients.

Indexed as

Distributed lag nonlinear modelHospital-acquired fallsMeteorology

Identifiers

PMID39071631
PMCPMC11279767

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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.