Evidence map›Paper›PMID 33180186›Full record

ArticleInternational journal of biometeorology2021

Non-linear relationships and interactions of meteorological factors on mumps in Jinan, China.

Shaoqian Lin, Shiman Ruan, Xingyi Geng, Kaijun Song, Liangliang Cui, Xiaoxue Liu, Yingjian Zhang, Meng Cao, Ying Zhang

Abstract read
PubMed Publisher
In one paragraph

Article in International journal of biometeorology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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  6. Article
  7. Spatial Effect of Ecological Environmental Factors on Mumps in China during 2014-2018.International journal of environmental research and public health · 2022
    Article
  8. Association between Meteorological Factors and Mumps and Models for Prediction in Chongqing, China.International journal of environmental research and public health · 2022
    Article
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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

9 authors.

Shaoqian LinJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Shiman RuanJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Xingyi GengJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Kaijun SongJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Liangliang CuiJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Xiaoxue LiuJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Yingjian ZhangJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Meng CaoJinan Municipal Center for Disease Control and Prevention, 2 Weiliu Road, Huaiyin District, Jinan, 250021, China.
Ying ZhangSchool of Public Health, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, 2006, Australia. ying.zhang@sydney.edu.au.ORCID http://orcid.org/0000-0001-6214-2440

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although vaccination is available, mumps remains a public health concern in many countries including China. Previous studies have indicated the impact of meteorological factors and mumps, but findings vary across different regions with limited evidence to inform local public health responses. We aim to examine the impacts of meteorological variables on mumps in Jinan, a temperate city of China, and explore the interactions of temperature with humidity or wind speed. Weekly meteorological data and notified cases of mumps in Jinan were collected for 2014-2018. Regression analyses using the generalized additive model were performed with considerations of multicollinearity, lag effects, school holidays, long-term trend, and seasonality. A stratification model was applied to investigate the interaction. We found a non-linear relationship between weekly mean temperature and the number of cases. Between 1.2 and 24.5 °C, the excess risk (ER) of mumps for a 1 °C increase in weekly mean temperature was 3.08% (95% CI 1.32 to 4.87%) at 0-week lag. The lagged effects could last for 3 weeks. There were interactions between mean temperature and relative humidity or wind speed. The effect of mean temperature was enhanced in days with low relative humidity or high wind speed. This study suggests that temperature is positively associated with mumps cases with thresholds in the temperate city of China, and the effect can be modified by relative humidity and wind speed and is independent of vaccine coverage. Findings could be integrated into current early warning systems of mumps in order to protect people's health from the risk of changing climate.

Indexed as

MumpsChinaCitiesHumansHumidityIncidenceMeteorological ConceptsTemperatureGeneralized additive modelMeteorological factorsMumpsTime series analysis

Identifiers

What OpenQuestion holds

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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.