Evidence map›Paper›PMID 41700845›Full record

ArticleEuropean journal of public health2026

Heat or eat? Exploring the link between fuel poverty and diet quality among older adults aged over 50.

Huahan Yang, Adam Martin, Bryony Dawkins, Samuel Relton, Daniel Howdon

Abstract read
In one paragraph

Article in European journal of 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

5 authors.

Huahan YangAcademic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0009-0006-6499-8422
Adam MartinAcademic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.
Bryony DawkinsAcademic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-7038-1975
Samuel ReltonLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.
Daniel HowdonAcademic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0001-8052-2893

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rising fuel prices have increased the prevalence of fuel poverty, forcing households to make trade-offs between spending on energy and food, a dilemma often described as 'heat or eat'. While prior studies have mentioned reductions in food expenditure or intake under these circumstances, less is known about the impact on overall diet quality among older adults. We analysed the association between fuel poverty and diet quality among adults aged over 50 in England using cross-sectional data from Wave 9 of the English Longitudinal Study of Ageing (ELSA; n = 3919). Diet quality was assessed using the Healthy Diet Indicator (HDI) score and daily fruit and vegetable intake. Fuel poverty was defined using three measures: the 10% threshold, the Low-Income High Costs (LIHC) indicator, and a subjective self-reported measure. Ordinal logistic regression was used for HDI, and ordinary least squares regression for fruit and vegetable intake. Older adults identified as fuel poor under the LIHC indicator had lower HDI scores (OR = 0.83) and consumed 0.41 fewer portions of fruit and vegetables per day compared with those not in fuel poverty. No consistent associations were observed when fuel poverty was defined using the 10% threshold or the subjective measure. Fuel poverty, when defined by the LIHC indicator, is negatively associated with diet quality in later life. Addressing fuel poverty may therefore support improved nutrition and health among older adults.

Indexed as

DietPovertyAgedCross-Sectional StudiesEnglandFemaleFruitHumansLongitudinal StudiesMaleVegetables

Identifiers

PMID41700845
PMCPMC13230498

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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.