Evidence map›Paper›PMID 40236805›Full record

ArticleMethodsX2025

Development of a social vulnerability index: Enhancing approaches to support climate justice.

D McCullagh, W Cámaro-García, D Dunne, P Nowbakht, L Cumiskey, C Gannon, C Phillips

Abstract read
In one paragraph

Article in MethodsX, 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

7 authors.

D McCullaghMaREI, the SFI Research Centre for Energy, Climate and Marine.
W Cámaro-GarcíaMaREI, the SFI Research Centre for Energy, Climate and Marine.
D DunneMaREI, the SFI Research Centre for Energy, Climate and Marine.
P NowbakhtDepartment of Geography, University College Cork, Cork, Ireland.
L CumiskeyMaREI, the SFI Research Centre for Energy, Climate and Marine.
C GannonMaREI, the SFI Research Centre for Energy, Climate and Marine.
C PhillipsMaREI, the SFI Research Centre for Energy, Climate and Marine.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change is causing increasing frequency and severity of various hazards such as flooding and extreme temperatures. Vulnerability analysis that broadens the focus beyond exposure to hazards is invaluable in supporting just climate action. This study outlines the modifications made to the social vulnerability to environmental hazards index developed by Fitton et al., [1] building upon previous work to make the index hazard specific and applicable across a range of locations, with case studies in Ireland, Italy, Northern Ireland and Spain and by a variety of users. New indicators have been included in the current version of the Social Vulnerability Index (SVI) and various weighting methods proposed. This method was developed using programming tools in R and GIS (Geographic Information Systems), both of which are accessible and easily adapted and updated, to support wider dissemination and overall usability.•Step-by-step guidance on the use of the SVI so that the method can be adapted and replicated•A variety of methodology options to suit users with different levels of data availability•Tailored to the needs of local authorities to support climate adaptation measures that are equitable.

Indexed as

Climate adaptation decision-makingClimate changeEnvironmental hazardsJust transitionSocial vulnerabilitySocial Vulnerability Index

Identifiers

PMID40236805
PMCPMC11999302

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.