Evidence map›Paper›PMID 42652373›Full record

ArticleInternational journal of environmental research and public health2026

A Data-Driven Exploratory Analysis of the Alcohol-Harm Paradox in South-East Wales.

Elin H Williams, Daniel Gartner, Paul R Harper, Geraint I Palmer-Liyu

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. A Data-Driven Exploratory Analysis of the Alcohol-Harm Paradox in South-East Wales.International journal of environmental research and public health · 2026
    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.

Elin H WilliamsSchool of Mathematics, Cardiff University, Cardiff CF24 4AG, UK.ORCID 0009-0000-3062-5640
Daniel GartnerSchool of Mathematics, Cardiff University, Cardiff CF24 4AG, UK.ORCID 0000-0003-4361-8559
Paul R HarperSchool of Mathematics, Cardiff University, Cardiff CF24 4AG, UK.ORCID 0000-0001-7894-4907
Geraint I Palmer-LiyuSchool of Mathematics, Cardiff University, Cardiff CF24 4AG, UK.

Funding

Gwent Area Planning Board N/A
6 · The paper itself

Abstract

Alcohol consumption contributes substantially to global morbidity and mortality. The alcohol-harm paradox describes the phenomenon where more deprived areas experience higher levels of alcohol-related harms despite reporting similar or lower levels of alcohol consumption compared to less deprived areas. This paradox is particularly evident in Gwent, South-East Wales, where more deprived areas experience greater levels of harms despite having lower annual alcohol consumption. This research aims to explore the impacts of various hypothesised contributors to the alcohol-harm paradox in Gwent. Publicly available cross-sectional data sources are used to explore health behaviours, demographics, alcohol outlet density, and proximity to alcohol-related venues. Factors are studied in relation to both annual alcohol consumption and binge drinking prevalence. Alcohol-related harms are considered in terms of alcohol-specific deaths and alcohol-attributable hospital admissions. The findings reinforce the known complexity of the alcohol-harm paradox, and suggest that it is unlikely to be attributable to a single factor. Elevated prevalence of unhealthy behaviours in more deprived areas and proximity to alcohol venues traditionally associated with cheaper alcohol emerged as potential influential factors. These exploratory findings highlight the importance of targeted public health messaging addressing an overall healthier lifestyle and less harmful consumption behaviours, to reduce alcohol-related health inequalities.

Indexed as

Alcohol DrinkingBinge DrinkingCross-Sectional StudiesHumansPrevalenceWalesalcohol consumptionalcohol-harm paradoxalcohol-related harmsbinge drinkingdeprivation

Identifiers

PMID42652373
PMCPMC13513942

What OpenQuestion holds

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Registered trials

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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.