Evidence map›Paper›PMID 41039376›Full record

ArticleBMC public health2025

Changing socioeconomic inequalities in the incidence and case fatality rates of COVID-19 in Germany, March 2020 through May 2022: an ecological study.

Sarah C Kramer, Laura Andrea Barrero Guevara, Matthias An der Heiden, Benjamin Wachtler, Matthieu Domenech de Cellès

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Article in BMC public health, 2025. 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

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Sarah C KramerMax Planck Institute for Infection Biology, Infectious Disease Epidemiology group, Charitéplatz 1, Campus Charité Mitte, 10117, Berlin, Germany. kramer@mpiib-berlin.mpg.de.
Laura Andrea Barrero GuevaraMax Planck Institute for Infection Biology, Infectious Disease Epidemiology group, Charitéplatz 1, Campus Charité Mitte, 10117, Berlin, Germany.
Matthias An der HeidenDepartment of Infectious Disease Epidemiology, Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany.
Benjamin WachtlerDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany.
Matthieu Domenech de CellèsMax Planck Institute for Infection Biology, Infectious Disease Epidemiology group, Charitéplatz 1, Campus Charité Mitte, 10117, Berlin, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSocioeconomic disparities in COVID-19 burden were widely observed during the pandemic's early waves, including in Germany, but studies on whether these inequalities have persisted or changed as the pandemic progressed are lacking.

methodsWe used an ecological study design to assess the relationship between a range of demographic, socioeconomic, and healthcare-related predictors and COVID-19 impact in Germany. Specifically, we fit generalized additive models to cumulative, district-level (n = 400) COVID-19 incidence and case fatality rates (CFRs) for each of the first five pandemic waves, which covered the period from March 2020 through May 2022.

resultsWe find that associations between socioeconomic deprivation and COVID-19 impact evolved over time. Specifically, districts with higher levels of deprivation experienced lower incidence initially, but higher incidence beginning in the second half of wave 1 and persisting through wave 3. Meanwhile, more deprived districts experienced higher CFRs initially as well as during waves 3 through 5, but lower CFRs during the second half of wave 1. Finally, during the first four waves, we find that district-level CFRs scaled superlinearly with incidence, suggesting that the risk of death increased with incidence. This relationship was particularly strong during the first pandemic wave.

conclusionsThe association between socioeconomic position and COVID-19 impact in Germany has been complex, with patterns changing in intensity and direction over time. Continued monitoring of socioeconomic inequalities in COVID-19 impact, in particular at the individual level, is needed to better understand if and how inequalities continue to persist. Such monitoring will be instrumental in informing more equitable control strategies.

Indexed as

COVID-19Health Status DisparitiesAdultFemaleGermanyHumansIncidenceMaleMiddle AgedPandemicsSARS-CoV-2Socioeconomic FactorsCOVID-19Ecological studyGeneralized additive modelsSARS-CoV-2Social determinants of healthSocioeconomic deprivationSocioeconomic position

Identifiers

PMID41039376
PMCPMC12492518

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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.