Evidence map›Paper›PMID 42255319›Full record

ArticleGeoHealth2026

Heatwaves and Mortality: The Influence of Choice of Definition and Lag.

Yazan Alwadi, Fayez Abdulla, Yousef Khader, Wael K Al-Delaimy

Abstract read
In one paragraph

Article in GeoHealth, 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

4 authors.

Yazan AlwadiEnvironmental Health Department Harvard T.H. Chan School of Public Health Boston MA USA.ORCID https://orcid.org/0000-0003-0804-7180
Fayez AbdullaCivil Engineering Department Jordan University of Science and Technology Irbid Jordan.ORCID https://orcid.org/0000-0002-5942-927X
Yousef KhaderDepartment of Public Health Jordan University of Science and Technology Irbid Jordan.
Wael K Al-DelaimyHerbert Wertheim School of Public Health and Human Longevity Science UC San Diego La Jolla CA USA.ORCID https://orcid.org/0000-0001-8292-0510

Funding

2/2 GeoHealth Hub on Environmental Exposure and Health in the Arab Region-U.SU2RTW012228 · FIC · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WAEL K AL-DELAIMY · 2022 to 2026
$1.7M
The GeoHealth Hub on Environmental Exposure and Health in the Arab regionU01TW012237 · FIC · JORDAN UNIVERSITY/SCIENCE & TECHNOLOGY · PI WAEL K AL-DELAIMY, Fayez Ahmad Abdulla · 2022 to 2026
$1.4M
FIC NIH HHS U01 TW012237FIC NIH HHS U2R TW012228
6 · The paper itself

Abstract

To investigate whether the reported additional effects of heatwaves on mortality are truly independent or instead reflect incomplete control for lagged temperature effects, and to assess whether this relationship varies by heatwave definition (e.g., minimum duration and intensity thresholds), as a potential explanation for heterogeneity in findings across the literature. We collected daily all-cause mortality records spanning 19 years (2000-2018) in Amman, Jordan. Heatwaves were identified using 20 definitions with varying temperature thresholds (percentile-based) and durations (2-5 consecutive days). Generalized Additive Models with penalized splines and Distributed Lag Non-linear Models were used to assess temperature-mortality associations and investigate how lag adjustment impacts the observed heatwave added effect. Without accounting for the lagged effects of temperature, heatwaves showed a significant additional effect on mortality in 7 out of 20 definitions. However, after properly controlling for these lagged effects, none of the heatwave definitions based on duration and threshold demonstrated a significant additional effect on mortality beyond what can be attributed to the cumulative (same day plus lagged) effect of daily temperature. The apparent added effect of heatwaves on mortality is largely explained by the cumulative impact of daily temperatures, suggesting that research and efforts might be more effective if focused on the cumulative effect of temperatures instead.

Indexed as

all‐cause mortalityheatwave added effectheatwavesheatwaves and lagged effectshuman mortalitypublic health

Identifiers

PMID42255319
PMCPMC13240302

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.