Evidence map›Paper›PMID 42050459›Full record

ArticleBMC cancer2026

Timing of specialist palliative care and acute healthcare utilization at the end of life among adults who died of cancer: a nationwide cohort study.

Nelli-Sofia Nåhls, Hanna-Riikka Lehto, Satu Ahtiluoto, Mikko Nuutinen, Harriet Finne-Soveri, Tiina Saarto, Timo Carpén

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Nelli-Sofia NåhlsDepartment of Oncology, Vaasa Central Hospital, The Wellbeing services County of Ostrobothnia, Hietalahdenkatu 2-4, Vaasa, 60130, Finland. nelli-sofia.nahls@helsinki.fi.ORCID http://orcid.org/0009-0006-0973-9161
Hanna-Riikka LehtoDepartment of General Medicine, Division of Palliative Medicine, University of Turku, Turku, Finland.
Satu AhtiluotoPalliative Care Center, Comprehensive Cancer Center, Faculty of Medicine, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
Mikko NuutinenNordic Healthcare Group, Helsinki, Finland.
Harriet Finne-SoveriThe Department of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Tiina Saarto *Palliative Care Center, Comprehensive Cancer Center, Faculty of Medicine, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
Timo Carpén *Palliative Care Center, Comprehensive Cancer Center, Faculty of Medicine, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer is one of the leading causes of death worldwide, with high healthcare utilization in the last months of life. Specialist palliative care (SPC) may reduce unnecessary healthcare utilization, but nationwide evidence on timing is limited. This nationwide cohort study examined whether the timing of SPC was associated with end-of-life healthcare utilization among adults who died of cancer in Finland.

methodsWe conducted a nationwide retrospective cohort study using register data. All adults who died of cancer in 2019 were identified from the national Causes of Death Register (n = 12879). Timing of first SPC contact was categorized as first SPC contact > 30 days before death, first SPC contact ≤ 30 days before death, or no SPC contact. Outcomes included emergency department (ED) contacts, hospitalizations, hospital readmissions, use of SPC services in the last 30 days of life, and place of death. Analyses were stratified analyses by age, sex, and municipality type.

resultsOverall, 2617 patients (20%) had first SPC contact > 30 days before death, 1256 (10%) had first SPC contact ≤ 30 days before death, and 9006 (70%) had no SPC contact. Compared with patients with no SPC contact, those with first SPC contact > 30 days before death had fewer ED contacts (46% vs. 57%), fewer secondary care hospitalizations (26% vs. 53%), and fewer secondary care readmissions (8% vs. 20%). In stratified analyses by age, sex, and municipality type, first SPC contact > 30 days before death was consistently associated with lower acute healthcare utilization. Patients with first SPC contact > 30 days before death and those with first SPC contact ≤ 30 days before death were less likely to die in hospital than those with no SPC contact.

conclusionsInitiation of SPC more than 30 days before death was associated with reduced acute healthcare utilization and fewer hospital deaths, supporting integration of SPC into cancer care.

Indexed as

NeoplasmsPalliative CarePatient Acceptance of Health CareTerminal CareAdultAgedAged, 80 and overEmergency Service, HospitalFemaleFinlandHospitalizationHumansMaleMiddle AgedRetrospective StudiesTime FactorsCancerEnd-of-life careHealthcare utilizationHospitalizationSpecialist palliative care

Identifiers

PMID42050459
PMCPMC13267208

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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.