Evidence map›Paper›PMID 41188738›Full record

ArticleBMC geriatrics2025

Trajectories of health and social care expenditure in the last year of life among people 70 years and older in Region Stockholm: a population-based cohort study.

Megan Doheny, Bo Burström, Janne Agerholm

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. 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. 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

3 authors.

Megan DohenyAging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden. megan.doheny@ki.se.
Bo BurströmDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Janne AgerholmAging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDeath is increasingly postponed to older ages which has implications for future care planning as health and social care expenditure peaks during the end-of-life. Hence, a detailed understanding of the care services involved is needed. This study aims to identify patterns of health-and-social care expenditure among people 70 years and older in their last year of life and to examine the associated socio-demographic factors.

methodsA population-based cohort study using linked register data, including those 70 years and older who died in Stockholm County in 2019 (N = 12,104). Health-and-social care expenditure was measured for the 365-days prior to date of death. A group-based trajectory model was used to identify common expenditure trajectories; the composition of care services and socio-demographic characteristics of the identified trajectories were assessed.

resultsSix expenditure trajectories were identified that varied widely in the care services consumed before death. Most decedents followed a "persistently high" trajectory (36.5%) and had the highest average expenditure on health (in-and-outpatient) and home-help. The second largest trajectory (26.3%) was characterized as "early rise, persistently high", who had the highest average expenditure on care home placements (SEK 532.0 K). Those in the lowest care expenditure trajectory were predominantly females in the lowest income quintile and born outside of Sweden.

conclusionThis study observed distinct trajectories of care expenditure among older people at the end-of-life and multiple factors contributed to these patterns. Most followed a trajectory where both where health and social expenditure remained high and persons relied on care in their own homes. These findings provide insight into the care resources used during the last year of life and may serve to inform future policies on care planning in the context of an ageing population.

Indexed as

Health ExpendituresTerminal CareAgedAged, 80 and overCohort StudiesFemaleHumansMaleRegistriesSwedenAgeing populationEnd-of-lifeHealth and social care expenditure

Identifiers

PMID41188738
PMCPMC12584503

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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.