Evidence map›Paper›PMID 40445977›Full record

ArticlePLOS global public health2025

Death of backcountry winter-sports practitioners in avalanches - A systematic review and meta-analysis of proportion of causes of avalanche death.

Guang Rong, Lauri Ahonen, Gerit Pfuhl, Benjamin Ultan Cowley

Abstract read
In one paragraph

Article in PLOS global public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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.

Guang RongFaculty of Educational Sciences, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0003-3500-7408
Lauri AhonenFaculty of Educational Sciences, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0001-9957-4263
Gerit PfuhlCenter for Avalanche Research and Education, UiT the Arctic University of Norway, Tromsø, Norway.ORCID https://orcid.org/0000-0002-3271-6447
Benjamin Ultan CowleyFaculty of Educational Sciences, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0001-8828-2994

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study estimates the proportions of the three major causes of avalanche death globally, and reviews potential factors influencing the proportions of causes of avalanche-related deaths (PCAD). By searching databases and consulting experts, we retrieved studies and registries in multiple languages, which examined PCAD. As a result, we retrieved 1,415 reports and included 37 for the study (22 for meta-analysis). We performed a meta-analysis to estimate pooled proportions. Between-study heterogeneity was assessed jointly by [Formula: see text] and 95% prediction interval of pooled estimates. PCAD by trauma and asphyxia are 29% (95%CI 21-39%) and 82% (95%CI 72-88%), after the year of 2000. PCAD by hypothermia is 2% (95%CI 1-4%), estimated with studies having sufficient sample size. Time periods (before or after 2000), data representativeness (national subgroup), forensic procedures, and sample size explained between-study variation for proportions to a considerable extent. Factors influencing PCAD, that were either available or not available for quantitative synthesis, were summarized in a narrative systematic review (37 studies). In conclusion, we re-affirm asphyxia as the predominant cause of avalanche death, followed by trauma, and then hypothermia. Patterns of PCAD by trauma and asphyxia varied more after the year of 2000. A sample size > 75 is needed to estimate the proportion of hypothermia. PCAD discrepancies are lower in the data representing fatalities from a country than from regions. Without proper forensic diagnosis procedure, PCAD by trauma can be over-estimated. Under-reporting of forensic diagnostic criteria is an important bottleneck to the reliability of evidence in the field. Evidence on the role of other influencing factors to PCAD such as fatalities' expertise and usage of mitigation gear is anecdotal and warrants further research. The results of meta-analysis build upon synthesizing and summarizing studies with moderate to high risk of bias and should be interpreted with caution.

Identifiers

PMID40445977
PMCPMC12124587

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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.