Evidence map›Paper›PMID 33758983›Full record

ArticleInternational journal of biometeorology2021

Effects of circulation weather types on influenza hospital admissions in Spain.

Pablo Fdez-Arróyabe, Alberto Marti-Ezpeleta, Dominic Royé, Ana Santurtún Zarrabeitia

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 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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

  1. Pooled it
  2. Review
  3. Connection between Weather Types and Air Pollution Levels: A 19-Year Study in Nine EMEP Stations in Spain.International journal of environmental research and public health · 2023
    Article
  4. Impact of PMEnvironmental science and pollution research international · 2023
    Article
  5. Biometeorology research in Europe.International journal of biometeorology · 2021
    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

4 authors.

Pablo Fdez-ArróyabeGeography and Planning Department, Universidad de Cantabria, 39005, Santander, Spain. fernandhp@unican.es.ORCID http://orcid.org/0000-0001-8438-0765
Alberto Marti-EzpeletaDepartment of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain.
Dominic RoyéDepartment of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain.
Ana Santurtún ZarrabeitiaPhysiology and Pharmacology Department, Universidad de Cantabria, 39005, Santander, Spain.

Funding

Agencia Estatal de Investigación CSO2016-75154-R
6 · The paper itself

Abstract

In this study, we use a statistical approach based on generalized additive models, linking atmospheric circulation and the number of influenza-related hospital admissions in the Spanish Iberian Peninsula during 2003-2013. The relative risks are estimated for administrative units in the Spanish territory, which is politically structured into 15 regions called autonomous communities. A catalog of atmospheric circulation types is defined for this purpose. The relationship between the exposure and response variables is modeled using a distributed lag nonlinear model (DLNM). Types from southwest and anticyclonic are significant in terms of the probability of having more influenza-related hospital admissions for all of Spain. The heterogeneity of the results is very high. The relative risk is also estimated for each autonomous community and weather type, with the maximum number of influenza-related hospital admissions associated with circulation types from the southwest and the south. We identify six specific situations where relative risk is considered extreme and twelve with a high risk of increasing influenza-related hospital admissions. The rest of the situations present a moderate risk. Atmospheric local conditions become a key factor for understanding influenza spread in each spatial unit of the Peninsula. Further research is needed to understand how different weather variables (temperature, humidity, and sun radiation) interact and promote the spread of influenza.

Indexed as

Influenza, HumanHospitalizationHospitalsHumansSeasonsSpainWeatherGAMsIberian PeninsulaInfluenzaRelative riskWeather types

Identifiers

What OpenQuestion holds

Textmetadata
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.