Evidence map›Paper›PMID 41817632›Full record

ArticleSupportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer2026

Inequalities in receipt of specialized consultation and treatment by material resources among stage IV non-small cell lung cancer patients: a population-based cohort study.

Laura E Davis, Tara C Horrill, Rebecca Griffiths, Catherine L Goldie, Timothy P Hanna, Alyson L Mahar

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Article in Supportive care in cancer : official journal of the Multinational Association of Supportive Care in 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

6 authors.

Laura E DavisSchool of Nursing, Division of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Queen's University, Kingston, Canada.ORCID http://orcid.org/0000-0002-5236-2703
Tara C HorrillCollege of Nursing, University of Manitoba, Winnipeg, Canada.ORCID http://orcid.org/0000-0002-8803-5624
Rebecca GriffithsICES, Kingston, Canada.
Catherine L GoldieSchool of Nursing, Queen's University, Kingston, Canada.ORCID http://orcid.org/0000-0001-5807-9522
Timothy P HannaICES, Kingston, Canada.
Alyson L MaharICES, Kingston, Canada. Alyson.Mahar@Queensu.ca.ORCID http://orcid.org/0000-0002-6862-3760

Funding

Canadian Cancer Society 707149Canadian Cancer Society 708070University of Manitoba 57649
6 · The paper itself

Abstract

introductionThe impact of socioeconomic factors on cancer outcomes is well documented; however, their role in access to and receipt of care within universal health systems for advanced lung cancer is less established. We investigated inequalities in specialized cancer consultation and treatment for stage IV non-small cell lung cancer (NSCLC).

methodsWe used a population-based cohort with administrative health data to study people aged 18+ diagnosed with stage IV NSCLC between 2010 and 2022 in Ontario. We measured consultations with medical oncologists, radiation oncologists, and thoracic surgeons as well as systemic therapy, radiation, surgery, and palliative care in the year following diagnosis, comparing consultation and treatment rates across quintiles of census measures of community material resources. Multivariable cause-specific Cox proportional hazards regression, accounting for death, was used.

resultsWe included 32,902 stage IV NSCLC patients. People living in the least materially resourced neighborhoods were less likely to have a cancer-directed consultation with a medical oncologist, radiation oncologist, or thoracic surgeon (hazard ratio [HR] = 0.91; 95% confidence interval [CI] 0.87-0.94) and less likely to receive any cancer-directed treatment (HR = 0.90; 95% CI 0.86-0.94) compared to those with the most material resources. We did not detect a difference in the rate of palliative care (HR = 1.04; 95% CI 1.00-1.08). Results were consistent in urban but not rural populations.

conclusionsWe identified inequities in access to cancer-directed consultation and treatment among adults with stage IV NSCLC by material resources, limited to urban and suburban populations. Future research should explore root causes and identify interventions to address these inequities.

Indexed as

Carcinoma, Non-Small-Cell LungHealthcare DisparitiesHealth Services AccessibilityLung NeoplasmsReferral and ConsultationAdultAgedAged, 80 and overCohort StudiesFemaleHumansMaleMiddle AgedNeoplasm StagingOntarioProportional Hazards ModelsHealth inequitiesIncomeLung neoplasmsSocial determinants of healthSocioeconomic factorsTreatment

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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 Socratic graph.