Evidence map›Paper›PMID 41080032›Full record

ArticleSocial indicators research2025

Long-term Care Needs and Fuel Poverty among Older People: Beyond Energy Consumption and Affordability.

Javiera Cartagena-Farias, Nicola Brimblecombe, Bo Hu, Sam Rickman

Abstract read
In one paragraph

Article in Social indicators research, 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. Article
  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.

Javiera Cartagena-FariasCare Policy and Evaluation Centre (CPEC), London School of Economics and Political Science, Houghton Street, London, WC2A 2AE UK.ORCID 0000-0002-5984-0317
Nicola BrimblecombeCare Policy and Evaluation Centre (CPEC), London School of Economics and Political Science, Houghton Street, London, WC2A 2AE UK.
Bo HuCare Policy and Evaluation Centre (CPEC), London School of Economics and Political Science, Houghton Street, London, WC2A 2AE UK.
Sam RickmanCare Policy and Evaluation Centre (CPEC), London School of Economics and Political Science, Houghton Street, London, WC2A 2AE UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Both financial disadvantage and poor housing conditions are recognised as social determinants of poorer health and health inequalities across and within countries. In the UK and some other nations, low income and housing problems in interaction manifest as 'fuel poverty'-a measure of a household's ability to keep their homes warm. In these countries, tackling fuel poverty has become a priority, not least because of the known negative effects on health. Nevertheless, there is no gold standard measurement of fuel poverty, and there is also, more importantly, scant evidence on the relationship between fuel poverty and the development of long-term care needs among older people, which is important as understanding this relationship could inform preventative policy interventions aimed at reducing care needs and associated costs. Older people spend a larger proportion of their time indoors and the role of fuel poverty has wider health and social care impacts that go beyond immediate household hardship. This paper i) develops a data-driven measure of fuel poverty that goes beyond household income and energy consumption, ii) explores whether fuel poverty is associated with the development of care needs, an increase in care needs, and/or a decline in mental health among older people, and iii) whether there are any inequalities in the role played by fuel poverty across more potentially vulnerable groups. We use the English Longitudinal Study of Ageing, a large representative sample of people aged 50 or over. Structural Equation Modelling was used to provide a latent and comprehensive definition of fuel poverty. We found that fuel poverty is associated with a greater risk of developing long-term care needs and worse mental health. We also found that fuel poverty is multidimensional and as such, influences the development of care needs from many fronts. We provide evidence on the importance of reducing fuel poverty as a potential prevention mechanism of higher (or development of) care needs, and is particularly relevant in the current energy and cost-of-living crisis context in many countries.

Indexed as

Fuel povertyHousingLong-term care needsMental healthOnset of care needs

Identifiers

PMID41080032
PMCPMC12511146

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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.