ArticleBMC infectious diseases2014
Spatial-temporal excess mortality patterns of the 1918-1919 influenza pandemic in Spain.
Article in BMC infectious diseases, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Heterogeneity in Estimates of the Impact of Influenza on Population Mortality: A Systematic Review.American journal of epidemiology · 2018Pooled it
- Assessing the 1918/19 Pandemic Influenza and Respiratory Tuberculosis Interaction in Malta: Operationalizing a Syndemic During a Crisis Event.Tropical medicine and infectious disease · 2025Article
- Intergenerational coresidence and the Covid-19 pandemic in the United States.Economics and human biology · 2023Article
- The emergence of a suburban penalty during the 1918/19 influenza pandemic in Malta: The role of a marketplace, railway, and measles.PLOS global public health · 2023Article
- Historically High Excess Mortality During the COVID-19 Pandemic in Switzerland, Sweden, and Spain.Annals of internal medicine · 2022Observational
- The redistributive effects of pandemics: Evidence on the Spanish flu.World development · 2021Article
- Did anomalous atmospheric circulation favor the spread of COVID-19 in Europe?Environmental research · 2021Article
- Drivers of autochthonous and imported malaria in Spain and their relationship with meteorological variables.Euro-Mediterranean journal for environmental integration · 2021Article
- The Spanish flu and the fiction literature.Revista espanola de quimioterapia : publicacion oficial de la Sociedad Espanola de Quimioterapia · 2020Review
- Mortality rates due to respiratory tract diseases in Tehran, Iran during 2008-2018: a spatiotemporal, cross-sectional study.BMC public health · 2020Article
- Safe Villages during the 1918-1919 influenza pandemic in Spain and Portugal.Journal of preventive medicine and hygiene · 2020Article
- The 1918-1919 Influenza Pandemic in Portugal: A Regional Analysis of Death Impact.American journal of epidemiology · 2018Article
- Natality Decline and Spatial Variation in Excess Death Rates During the 1918-1920 Influenza Pandemic in Arizona, United States.American journal of epidemiology · 2018Article
- Age-Specific Excess Mortality Patterns During the 1918-1920 Influenza Pandemic in Madrid, Spain.American journal of epidemiology · 2018Article
- Excess mortality patterns during 1918-1921 influenza pandemic in the state of Arizona, USA.Annals of epidemiology · 2018Article
- Severe mortality impact of the 1957 influenza pandemic in Chile.Influenza and other respiratory viruses · 2017Article
- Pandemic influenza and socioeconomic disparities: Lessons from 1918 Chicago.Proceedings of the National Academy of Sciences of the United States of America · 2016Article
- Disparities in influenza mortality and transmission related to sociodemographic factors within Chicago in the pandemic of 1918.Proceedings of the National Academy of Sciences of the United States of America · 2016Article
- Mortality and transmissibility patterns of the 1957 influenza pandemic in Maricopa County, Arizona.BMC infectious diseases · 2016Article
- A Missed Summer Wave of the 1918-1919 Influenza Pandemic: Evidence From Household Surveys in the United States and Norway.Open forum infectious diseases · 2016Article
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Abstract
backgroundThe impact of socio-demographic factors and baseline health on the mortality burden of seasonal and pandemic influenza remains debated. Here we analyzed the spatial-temporal mortality patterns of the 1918 influenza pandemic in Spain, one of the countries of Europe that experienced the highest mortality burden.
methodsWe analyzed monthly death rates from respiratory diseases and all-causes across 49 provinces of Spain, including the Canary and Balearic Islands, during the period January-1915 to June-1919. We estimated the influenza-related excess death rates and risk of death relative to baseline mortality by pandemic wave and province. We then explored the association between pandemic excess mortality rates and health and socio-demographic factors, which included population size and age structure, population density, infant mortality rates, baseline death rates, and urbanization.
resultsOur analysis revealed high geographic heterogeneity in pandemic mortality impact. We identified 3 pandemic waves of varying timing and intensity covering the period from Jan-1918 to Jun-1919, with the highest pandemic-related excess mortality rates occurring during the months of October-November 1918 across all Spanish provinces. Cumulative excess mortality rates followed a south-north gradient after controlling for demographic factors, with the North experiencing highest excess mortality rates. A model that included latitude, population density, and the proportion of children living in provinces explained about 40% of the geographic variability in cumulative excess death rates during 1918-19, but different factors explained mortality variation in each wave.
conclusionsA substantial fraction of the variability in excess mortality rates across Spanish provinces remained unexplained, which suggests that other unidentified factors such as comorbidities, climate and background immunity may have affected the 1918-19 pandemic mortality rates. Further archeo-epidemiological research should concentrate on identifying settings with combined availability of local historical mortality records and information on the prevalence of underlying risk factors, or patient-level clinical data, to further clarify the drivers of 1918 pandemic influenza mortality.
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