Evidence map›Paper›PMID 41577691›Full record

ArticleNPJ primary care respiratory medicine2026

Environmental Drivers of Respiratory Emergency Admissions: The Role of Tropospheric Ozone and Humidity in Lleida, Spain (2010-2019).

Cecilia Llobet, Montserrat Martinez-Alonso, Elena Justribó, Jaume Ortet, Oriol Yuguero

Abstract read
In one paragraph

Article in NPJ primary care respiratory medicine, 2026. 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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Cecilia LlobetERLab, Research on Emergencies., Institute for Biomedical Research Dr. Pifarré Foundation (IRBLLEID), Lleida, Spain.
Montserrat Martinez-AlonsoSystems Biology and Statistical Methods for Biomedical ResearchGroup, Institute for Biomedical Research Dr. Pifarré Foundation, IRBLLEIDA, 25198, Lleida, Spain.
Elena JustribóERLab, Research on Emergencies., Institute for Biomedical Research Dr. Pifarré Foundation (IRBLLEID), Lleida, Spain.
Jaume OrtetERLab, Research on Emergencies., Institute for Biomedical Research Dr. Pifarré Foundation (IRBLLEID), Lleida, Spain.
Oriol YugueroERLab, Research on Emergencies., Institute for Biomedical Research Dr. Pifarré Foundation (IRBLLEID), Lleida, Spain. oriol.yuguero@udl.cat.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTropospheric ozone (O₃) is a secondary air pollutant associated with respiratory morbidity. Lleida is an inland Mediterranean city with a continentalized climate, frequent winter thermal inversions and hot, dry summers, where ozone episodes and high humidity often co-occur under stagnant atmospheric conditions. This study explores the association between air pollutants, weather variables, and respiratory emergency admissions in Lleida, Spain.

methodsWe conducted a time-series analysis using distributed lag non-linear models (DLNM) on hospital emergency room admissions for acute respiratory conditions in Lleida (2010-2019). Data on weather (temperature, humidity, solar radiation) and air pollution (O₃, NO₂, PM10, SO₂) were obtained from local monitoring stations. The primary outcome was the daily number of admissions for respiratory conditions (ICD-10 codes J09-J18, J20-J22, J44.1, J45.9).

resultsA total of 19,428 respiratory admissions were recorded. High O₃ concentrations and elevated relative humidity were significantly associated with increased admissions, even after adjusting for temperature and solar radiation. The strongest effects were observed with delayed lags (up to 21 days). NO₂, PM10, CO and SO₂ levels did not show a significant association.

conclusionsOur findings support a significant and independent association between elevated ozone concentrations, high humidity, and respiratory emergencies. These results highlight the need for public health strategies and policy interventions focused on environmental risk forecasting and air quality management, particularly in vulnerable inland Mediterranean regions.

Indexed as

Air PollutantsAir PollutionEmergency Service, HospitalHumidityOzoneRespiratory Tract DiseasesEmergency Room VisitsHumansSeasonsSpainWeatherAir PollutantsOzone

Identifiers

PMID41577691
PMCPMC12902000

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LicenceCC BY-NC-ND
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Registered trials

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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.