Evidence map›Paper›PMID 42649378›Full record

ArticlePediatric research2026

Extreme heat and risk of pediatric emergency department visits: a time-stratified time-series analysis.

Charles R S Hatfield, Dorothy Wasike, Chelsea Williams Cleary, Andreas Deckert, Simon Dally, Joacim Rocklöv, Aditi Bunker, Falko Sniehotta, Lorenza Gilardi, Thilo Erbertseder and 5 more

Abstract read
PubMed Publisher
In one paragraph

Article in Pediatric research, 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

15 authors.

Charles R S HatfieldHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Dorothy WasikeHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Chelsea Williams ClearyHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Andreas DeckertHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Simon DallyAllgemeine Ortskrankenkasse Baden-Württemberg, AOK-BW, Stuttgart, Germany.
Joacim RocklövHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Aditi BunkerHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Falko SniehottaCenter for Preventive Medicine and Digital Health (CPD), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Lorenza GilardiEarth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.
Thilo ErbertsederEarth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.
Michael BittnerEarth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.
Jörn RittwegerInstitute of Aerospace Medicine (ME), German Aerospace Center (DLR), Cologne, Germany.
Till BärnighausenHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Ilan KelmanHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany.
Kathrin E ZangerlHeidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Im Neuenheimer Feld 130.3, Heidelberg, Germany. kathrin.zangerl@uni-heidelberg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChildren are vulnerable to heat, yet evidence on heat-related pediatric emergency department (ED) use in Germany remains limited. We quantified the acute short-term effects of extreme heat exposure on ED visits among children aged 0-18 years in Baden-Württemberg, Germany. METHODOLOGY: We assessed short-term effects of extreme heat on ED visits among children aged 0-18 years, including perinatal conditions in infants born at or after 22 weeks´ gestation, in Baden-Württemberg, Germany using 2.83 million records from (2014-2022). A time-stratified quasi-Poisson design with distributed lag non-linear model (lag 0-5 days) was applied, adjusting for air quality, spatiotemporal factors, and COVID-19 hospitalizations.

resultsHigher temperatures increased ED visits risk, strongest within 0-2 days. Cumulative relative risks increased by 4.2% (95% CI 3.7-4.8), 7.1% (6.1-8.1), and 9.6% (8.2-11.1) at the 95th, 99th, and 99.9th temperature percentiles, respectively. Heat-sensitive diagnoses included heat-related illnesses (+63%, 51-76), perinatal conditions (+57%, 26-92), and otitis media and externa (+25%, 16-33). Children < 5 years had higher ED visit rates share on hot days (RR 1.036, 1.02-1.05).

conclusionHeat exposure increases pediatric ED use, highlighting the need of child-specific thresholds and targeted preparedness strategies. IMPACT: Extreme heat increases pediatric emergency visits, especially among infants and young children. By combining high resolution meteorological data with a large pediatric dataset and advanced time stratified modeling, the study provides detailed evidence on short-term effects of heat and identifies specific heat sensitive diagnoses. The study highlights rapid, lagged effects of heat and suggests pediatric specific temperature thresholds that may better capture risk than current heat warning thresholds. The findings support improving preparedness in pediatric emergency care and inform adaptations to heat warning-systems to better cater for child populations.

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.