Evidence map›Paper›PMID 42163796›Full record

Observational studyDeutsches Arzteblatt international2026

Heat- and Cold-Associated Mortality in Germany, 2000-2023.

Roland Rau, Carlotta Dietrich, Bernhard Köppen

Abstract readObservational Study
In one paragraph

Observational study in Deutsches Arzteblatt international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

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

3 authors.

Roland RauInstitute for Sociology and Demography, University of Rostock
Carlotta DietrichInstitute for Sociology and Demography, University of Rostock
Bernhard KöppenDepartment of Geography, University of Koblenz

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe number of deaths in Germany attributed to heat has risen in recent years. At the same time, winters have become milder, which implies that there may be fewer deaths due to extreme cold. In this study, we estimated the mortality associated with both heat and cold in Germany for the years 2000-2023.

methodsWe used daily death counts and mean temperature records to estimate the percentage of heat- and cold-associated deaths for the years 2000-2023 by means of a generalized additive model (GAM). We also carried out a meta-analysis to estimate the effect of temperature on the relative mortality risk (exposure-response curve).

resultsWe confirmed the recent increase in heat-associated mortality already reported elsewhere, while also documenting a decline in cold-associated mortality from approximately 2015 onward. As a result, overall temperature-associated mortality has fallen slightly over the past 10 years. We estimate that 4-5% of deaths are temperature-associated; typically, 3-4% are linked to cold, and just under 1% to heat.

conclusionThe slight decline in temperature-associated mortality does not imply that there is no cause for concern in the future, nor can it be simply extrapolated to future developments. Temperature-associated mortality reflects both the relative mortality risk at a given temperature and the number of days with that temperature. If the number of days with high temperatures continues to rise, adaptation strategies will have to be developed rapidly to prevent a marked rise in heat-related deaths.

Indexed as

Cold TemperatureHot TemperatureMortalityGermanyHumans

Identifiers

PMID42163796
PMCPMC13384231

What OpenQuestion holds

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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.