ArticleInternational journal of environmental research and public health2021
Geographical Pattern of COVID-19-Related Outcomes over the Pandemic Period in France: A Nationwide Socio-Environmental Study.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 4 of them syntheses that pooled it.
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Who cites it
15 citing papers in PubMed, 4 syntheses or guidelines pooled it, 26 citations in OpenAlex.
- Contextual nonmedical health factors and critical care-related outcomes: a systematic review.Critical care (London, England) · 2025Pooled it
- The impact of air pollution on COVID-19 incidence, severity, and mortality: A systematic review of studies in Europe and North America.Environmental research · 2022Pooled it
- Global variations in the burden of SARS-CoV-2 infection and its outcomes in pregnant women by geographical region and country's income status: a meta-analysis.BMJ global health · 2022Pooled it
- Methods Used in the Spatial and Spatiotemporal Analysis of COVID-19 Epidemiology: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Socioeconomic inequalities and the COVID-19 pandemic in France: Territorial analyzes based on epidemic wave and metropolitan area.PloS one · 2026Article
- Review
- Spatial distribution of SARS-CoV-2 incidence, social inequality, housing conditions, and density in South-Eastern France: keys for future epidemics.Frontiers in public health · 2024Article
- High incidence of SARS-CoV-2 severe pneumonia in urban metropolitan areas: a suggestive pathogenetic hypothesis.Wiener klinische Wochenschrift · 2023Article
- Using generalized structured additive regression models to determine factors associated with and clusters for COVID-19 hospital deaths in South Africa.BMC public health · 2023Article
- Mapping the long-term associations between air pollutants and COVID-19 risks and the attributable burdens in the continental United States.Environmental pollution (Barking, Essex : 1987) · 2023Article
- Associations Between Built Environment Factors and SARS-CoV-2 Infections at the Neighbourhood Level in a Metropolitan Area in Germany.Journal of urban health : bulletin of the New York Academy of Medicine · 2023Article
- Geographic disparities in COVID-19 testing and outcomes in Florida.BMC public health · 2023Article
- Identifying obesity and COVID-19 overlapping risk-factors: Protocol for a systematic review and meta-analysis.Journal of public health research · 2022Article
- The Geographical Distribution and Influencing Factors of COVID-19 in China.Tropical medicine and infectious disease · 2022Article
- Spatial clustering and contextual factors associated with hospitalisation and deaths due to COVID-19 in Sweden: a geospatial nationwide ecological study.BMJ global health · 2021Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSeveral studies have investigated the implication of air pollution and some social determinants on COVID-19-related outcomes, but none of them assessed the implication of spatial repartition of the socio-environmental determinants on geographic variations of COVID-19 related outcomes. Understanding spatial heterogeneity in relation to the socio-environmental determinant and COVID-19-related outcomes is central to target interventions toward a vulnerable population.
objectivesTo determine the spatial variability of COVID-19 related outcomes among the elderly in France at the department level. We also aimed to assess whether a geographic pattern of Covid-19 may be partially explained by spatial distribution of both long-term exposure to air pollution and deprived living conditions.
methodsThis study considered four health events related to COVID-19 infection over the period of 18 March and 02 December 2020: (i) hospitalization, (ii) cases in intensive health care in the hospital, (iii) death in the hospital, and (iv) hospitalized patients recovered and returned back home. We used the percentage of household living in an overcrowding housing to characterize the living conditions and long-term exposure to NO
resultour results revealed that all the outcomes related to COVID-19 infection investigated were not randomly distributed in France with a statistically significant cluster of high risk located in Eastern France of the hospitalization, cases in the intensive health care at the hospital, death in the hospital, and recovered and returned back home compared to the rest of France (relative risk, RR = 1.28,
conclusionsOur findings suggest that the geographic pattern of COVID-19-related outcomes is largely explained by socio-spatial distribution of long-term exposure to NO
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