ArticleActa oncologica (Stockholm, Sweden)2026
Healthcare costs and resource use in advanced breast cancer at the end of life: a register study.
Article in Acta oncologica (Stockholm, Sweden), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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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.
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Who cites it
1 citing paper in PubMed.
- Factors Associated with Standardized Diagnosis and Treatment of Breast Cancer: A Real-World Multicenter Study.Cancer management and research · 2026Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background and purposeAdvanced breast cancer (ABC) involves substantial end-of-life (EOL) healthcare use and costs. Understanding cost drivers can inform care delivery and resource allocation. Patient/material and methods: We conducted a retrospective, population-based study of individuals (n = 1,437) who died with breast cancer in the Stockholm Region (2015-2023). Healthcare utilization and costs during the last 12 months of life were obtained from the Stockholm Regional Healthcare Data Repository (VAL) and estimated using the Region Stockholm cost model. Variables included age, sex, socioeconomic status (Mosaic), Charlson Comorbidity Index, Hospital Frailty Risk Score (HFRS), systemic therapy, and place of death. Descriptive statistics and generalized linear models assessed cost associations.
resultsTotal costs rose toward EOL, increasing 140% in the final 3 months versus the prior quarter. Hospitalizations and specialized palliative care drove costs, while outpatient visits declined. Younger age (18-69 years), high frailty (HFRS > 15), and systemic therapy were independently associated with higher costs. Hospital death was associated with lower expenditures than dying elsewhere (rate ratio [RR]: 0.84, 95% confidence interval [CI]: 0.78-0.91). The top 5% of cost users were mainly younger, frail patients receiving systemic therapy.
interpretationABC-related costs escalate in the final year of life, driven by hospitalizations, palliative care, and systemic therapies. Younger, frailer patients incur higher costs, while those dying in hospital settings are associated with lower costs. Early palliative integration and frailty-based risk stratification were associated with distinct patterns of healthcare utilization and costs toward the EOL.
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