Evidence map›Paper›PMID 30689640›Full record

ArticlePLoS medicine2019

Association between temperature variability and daily hospital admissions for cause-specific cardiovascular disease in urban China: A national time-series study.

Yaohua Tian, Hui Liu, Yaqin Si, Yaying Cao, Jing Song, Man Li, Yao Wu, Xiaowen Wang, Xiao Xiang, Juan Juan and 4 more

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 2 pooled it
9.9field-weighted citation impact, top 1% of its field
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

69 citing papers in PubMed, 2 syntheses or guidelines pooled it, 162 citations in OpenAlex.

  1. Pooled it
  2. The effect of high temperatures on risk of hospitalization in northern Vietnam.Environmental science and pollution research international · 2022
    Pooled it
  3. Article
  4. Article
  5. Temperature fluctuations and genetic influences on Parkinson's disease: a comprehensive analysis of temperature variability and time spent outdoors in the United States (1999-2023).Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
    Article
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  11. Landscape fire PMNature communications · 2024
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  12. Observational
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  19. Effects of PMFrontiers in public health · 2024
    Article
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9 more citing papers are in PubMed but not listed here.

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

14 authors at 1 institution in 1 country.

Yaohua TianDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Hui LiuDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Yaqin SiDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID 0000-0002-9968-9754
Yaying CaoDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID 0000-0002-5024-2652
Jing SongDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Man LiDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Yao WuDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Xiaowen WangDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Xiao XiangDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Juan JuanDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Libo ChenBeijing HealthCom Data Technology Co. Ltd, Beijing, China.
Chen WeiBeijing HealthCom Data Technology Co. Ltd, Beijing, China.
Pei GaoDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID 0000-0001-8649-1290
Yonghua HuDepartment of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID 0000-0003-1631-3952
Peking University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEpidemiological studies have provided compelling evidence of associations between ambient temperature and cardiovascular disease. However, evidence of effects of daily temperature variability on cardiovascular disease is scarce and mixed. We aimed to examine short-term associations between temperature variability and hospital admissions for cause-specific cardiovascular disease in urban China. METHODS AND

findingsWe conducted a national time-series analysis in 184 cities in China between 2014 and 2017. Data on daily hospital admissions for ischemic heart disease, heart failure, heart rhythm disturbances, and ischemic stroke were obtained from the database of Urban Employee Basic Medical Insurance (UEBMI) including 0.28 billion enrollees. Temperature data were acquired from the China Meteorological Data Sharing Service Center. Temperature variability was calculated from the standard deviation (SD) of daily minimum and maximum temperatures over exposure days. City-specific associations between temperature variability and cardiovascular disease were examined with overdispersed Poisson models controlling for calendar time, day of the week, public holiday, and daily mean temperature and relative humidity. Random-effects meta-analyses were performed to obtain national and regional average associations. We also plotted exposure-response relationship curve using a natural cubic spline of temperature variability. There were 8.0 million hospital admissions for cardiovascular disease during the study period. At the national-average level, a 1-°C increase in temperature variability at 0-1 days (TV0-1) was associated with a 0.44% (0.32%-0.55%), 0.31% (0.20%-0.43%), 0.48% (0.01%-0.96%), 0.34% (0.01%-0.67%), and 0.82% (0.59%-1.05%) increase in hospital admissions for cardiovascular disease, ischemic heart disease, heart failure, heart rhythm disturbances, and ischemic stroke, respectively. The estimates decreased but remained significant when controlling for ambient fine particulate matter (PM2.5), NO2, and SO2 pollution. The main limitation of the present study was the unavailability of data on individual exposure to temperature variability.

conclusionsOur findings suggested that short-term temperature variability exposure could increase the risk of cardiovascular disease, which may provide new insights into the health effects of climate change.

Indexed as

TemperatureAdolescentAdultAgedAir PollutantsCardiovascular DiseasesChinaFemaleHospitalizationHumansMaleMiddle AgedRisk FactorsUrban PopulationWeatherYoung AdultAir Pollutants

Identifiers

PMID30689640
PMCPMC6349307
OpenAlexW2914406301

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.