ArticlePharmacoEconomics - open2025
Healthcare Expenditure Trajectories in the Last 5 Years of Life: A Retrospective Cohort Study of Decedents with Advanced Cancer and End-Stage Organ Diseases.
Article in PharmacoEconomics - open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
Who cites it
3 citing papers in PubMed.
- "Triggering the palliative intent"?: A qualitative implementation evaluation of a prognostication model for advanced dementia (PRO-MADE) in a geriatric tertiary care setting for the integration of early palliative care.BMC palliative care · 2026Article
- Cardamonin as a potential anticancer agent: Preclinical insights and clinical implications.World journal of clinical oncology · 2025Review
- Identifying clusters of healthcare expenditure trajectories in end-stage organ disease: a retrospective cohort study using linked administrative databases in Singapore.BMC health services research · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundPatients with nonmalignant end-stage organ diseases often incur healthcare costs in the last year of life that are disproportionately higher than in the period prior. Studies on healthcare expenditure (HCE) trends in these patients have largely focused on the final year of life, and examining a longer-term trajectory could better support healthcare professionals to target the timing and methods of care management. In this study, we aim to describe the HCE trajectories of end-stage organ disease (ESOD) over the last 5 years of life, compared against advanced cancer (AC).
methodsWe conducted a retrospective cohort study to profile decedents who had either a primary or secondary diagnosis of AC, advanced dementia, severe liver disease, as well as heart failure (HF), end-stage renal failure (ESRF), or respiratory failure (RF) in the last 5 years of their lives using a regional health system database in Singapore. Hospital-based HCE and utilization for each diagnosis group was reported cumulatively for 5 years, by year and by month. The proportion of the 5-year HCE incurred in each year was also reported.
resultsAcross all conditions, monthly HCE started to increase rapidly around 3 years prior to death, with 80% of the 5-year expenditure incurred in the same period. Expenditure among patients with ESODs other than dementia was £12,787 to £21,019 higher in comparison with patients with AC. Patients with RF incurred the highest 5-year HCE, driven by inpatient admissions.
conclusionsOur findings highlight the importance of examining HCE trends in ESOD and their cost drivers over multiple years prior to the last year of life to inform healthcare policy and to review care processes to ensure appropriate and efficient end-of-life (EOL) care.
Identifiers
What OpenQuestion holds
Registered trials
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.