Evidence map›Paper›PMID 40287967›Full record

ArticleEuropean journal of public health2025

Trends in formal care by age and time to death: the use of healthcare and care-home facilities in Finland between 2005 and 2018.

Luca Dei Bardi, Margherita Moretti, Laura Cacciani, Kaarina Korhonen, Pekka Martikainen

Abstract read
In one paragraph

Article in European journal of public health, 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

5 authors.

Luca Dei BardiHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-4451-3655
Margherita MorettiHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.
Laura CaccianiDepartment of Epidemiology - Regional Health Service, ASL Roma 1, Rome, Italy.ORCID 0000-0002-5800-3285
Kaarina KorhonenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-8499-2008
Pekka MartikainenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-9374-1438

Funding

Academy of FinlandACElifeEuropean Research CouncilEuropean Research Council under the European Union's Horizon 2020 Research and Innovation Program 101019329European Union's Horizon 2020 Research and Innovation Program 101019329Helsinki University LibraryJane and Aatos Erkko Foundation 210046LIFECON 345219LIFECON 352543-352572Max Planck Society 5714240218Max Planck-University of Helsinki CenterStrategic Research CouncilUniversity of Helsinki 77204227
6 · The paper itself

Abstract

Population ageing may further increase formal care use. Strong predictors in addition to age include time to death and the cause of death. The aim of this study is to analyse trends in the use of formal care in Finland by these factors. We analysed patterns of care use among all Finnish residents who died at the age of 65 and older between 2005 and 2018 (263 660 men and 315 439 women), linking different administrative registers. We used multinomial logistic models to examine the time spent in healthcare and care-home facilities, stratifying our analyses by gender and time to death. Between 2005 and 2018, formal care use became increasingly concentrated in the last years of life for all causes of death, and the effect of age slightly diminished. However, in 2017-18, decedents aged 65 in their last year of life spent up to seven months less in care than their counterparts aged 105. Over time, unadjusted per-capita care usage in the last seven years of life increased from 9.3 to 10.5 months for men, and from 16.8 to 19.3 months for women. Concurrently, the total time spent in care on the population level increased by 44%. Age and time to death are major determinants of formal care use. An increasing age at death drove the increase in per-capita and total care usage over time. Population ageing will continue to increase future care needs; governments must prepare for this scenario.

Indexed as

Home Care ServicesAgedAged, 80 and overAge FactorsCause of DeathFemaleFinlandHumansMaleTime Factors

Identifiers

PMID40287967
PMCPMC12199358

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.