Evidence map›Paper›PMID 41361005›Full record

ArticleScientific reports2025

A global perspective on cold wave disasters.

Mustafa Öcal

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

1 author.

Mustafa ÖcalDepartment of Emergency Medicine, Ufuk University Doctor Ridvan Ege Hospital, Ankara, Turkey. mustafaocal2244@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cold-wave disasters cause substantial loss of life and property, yet their global patterns remain poorly understood in a warming climate. Using EM-DAT records (1951-2023), we quantified cold-wave disaster frequency, mortality, and damages worldwide. Linear-regression models were applied to assess temporal trends (annual and decadal), and "deaths per disaster" was calculated as a vulnerability indicator. A total of 312 cold-wave disasters occurred across 70 countries, causing 17 933 deaths and US $52.48 billion (inflation-adjusted) in damages. Europe recorded the most events, while Asia accounted for more than half of global deaths. India experienced the highest number of disasters and fatalities, and Peru had the greatest deaths per event. Disaster frequency rose significantly over time (β = 0.14 events year

Indexed as

Cold TemperatureDisastersHumansClimate changeCold-wave disasterEM-DATExtreme weather eventsVulnerability

Identifiers

PMID41361005
PMCPMC12796389

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.