Evidence map›Paper›PMID 41631166›Full record

ArticleEClinicalMedicine2026

Palliative care, socioeconomic position, and end-of-life cancer quality outcomes: a mediation analysis.

Javaid Iqbal, Rahim Moineddin, Robert A Fowler, Monika K Krzyzanowska, Christopher M Booth, Craig C Earle, Jenny Lau, Lisa W Le, Timo Carpen, James Downar and 6 more

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Javaid IqbalDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
Rahim MoineddinDepartment of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.
Robert A FowlerDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Monika K KrzyzanowskaInstitute of Medical Science, University of Toronto, Toronto, Ontario, Canada.
Christopher M BoothDepartment of Oncology, Queen's University, Kingston, Ontario, Canada.
Craig C EarleDepartment of Medicine, University of Toronto, Toronto, Ontario, Canada.
Jenny LauDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
Lisa W LeDepartment of Biostatistics, University of Health Network, Toronto, Ontario, Canada.
Timo CarpenDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
James DownarDivision of Palliative Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
Peter TanuseputroDepartment of Family Medicine and Primary Care, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China.
Gary RodinDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
Hsien SeowDepartment of Oncology, McMaster University, Hamilton, Ontario, Canada.
Kieran L QuinnDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Breffni HannonDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
Camilla ZimmermannDepartment of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lower socioeconomic position (SEP) is a risk factor for poor-quality end-of-life cancer care, but mechanisms of this disparity are not fully understood. We investigated whether receipt of specialised palliative care (SPC) mediates the effect of SEP on end-of-life cancer care quality outcomes. Methods: This cohort study included all adults who died with cancer from 2015 to 2021, in Ontario, Canada. We performed a mediation analysis using material deprivation as a measure of SEP, classified into quintiles from least (Q1) to most deprived (Q5). End-of-life outcomes included receipt of systemic anticancer treatment (SACT) and high health services use (≥2 emergency department visits, ≥2 hospitalisations, ≥1 intensive care unit admission) in the last 30 days of life, and home death. Generalised linear models estimated the adjusted odds ratio (aOR) for each outcome, and direct effect of SEP, and the indirect effect via SPC, across each quintile (Q1 = reference). Findings: Among 173,915 patients, SPC mediated the effects of SEP on end-of-life outcomes. Compared to Q1, patients in Q2-Q5 were progressively less likely to receive SACT at end-of-life (aOR [95% CI], Q3: 0.89 [0.84-0.93]; Q5: 0.77 [0.74-0.81]), or to die at home (Q3: 0.90 [0.87-0.93]; Q5: 0.78 [0.76-0.81]); lack of SPC partially mediated these effects, blunting the effect on SACT and augmenting the effect on home deaths. Compared to Q1, patients in Q2 to 5 were more likely to experience high health services use (Q3: 1.06 [1.02-1.10]; Q5: 1.12 [1.08-1.16]); lack of SPC fully mediated this effect, driven by increasing likelihood of multiple emergency department visits in more deprived quintiles. Interpretation: Receipt of SPC mediated the effects of SEP on end-of-life quality outcomes. Equitable access to SPC for all patients with cancer may mitigate these disparities. Funding: This study was supported by an Operating Grant from the Canadian Institutes of Health Research (Dr. Zimmermann), the Harold and Shirley Lederman Chair in Palliative Care and Psychosocial Oncology (Grant number MM1-174912; Dr. Zimmermann), a Doctoral Research Award: Canada Graduate Scholarship (Grant number FBD-181354; Dr. Iqbal) from the Canadian Institutes of Health Research (CIHR), and a Peterborough KM Hunter Charitable Foundation Graduate Award in Cancer Research (Dr. Iqbal).

Indexed as

Cancer careEnd-of-life careHealth disparitiesPalliative careQuality outcomesSocioeconomic position

Identifiers

PMID41631166
PMCPMC12860922

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.