ArticleJAMA network open2020
Population-Based Estimates of Health Care Utilization and Expenditures by Adults During the Last 2 Years of Life in Canada's Single-Payer Health System.
Article in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed, 22 citations in OpenAlex.
- Hospice care for Medicaid cancer patients in Puerto Rico: implications on healthcare costs and utilization.JNCI cancer spectrum · 2026Article
- Severity of Alcohol-Related Hospitalizations Following the Onset of the COVID-19 Pandemic: A Population-Based Cohort Study.Journal of general internal medicine · 2025Article
- Healthcare Expenditure Trajectories in the Last 5 Years of Life: A Retrospective Cohort Study of Decedents with Advanced Cancer and End-Stage Organ Diseases.PharmacoEconomics - open · 2025Article
- Identifying hospitalization episodes of care among people with and without HIV in British Columbia, Canada.BMC medical research methodology · 2025Article
- A longitudinal analysis of the economic cost of all phases of TB care in a low incidence setting.IJTLD open · 2025Article
- Article
- A specific role of village doctors in reducing disparities: a quantile regression analysis of end-of-life medical care.BMC palliative care · 2025Article
- Novel Systemic Anticancer Therapy and Healthcare Utilization at the End of Life: A Retrospective Cohort Study.Cancer medicine · 2024Article
- Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from ontario, Canada.BMC geriatrics · 2024Article
- Healthcare Resources Utilization throughout the Last Year of Life after Acute Myocardial Infarction.Journal of clinical medicine · 2023Article
- Mental health-related healthcare service utilisation and psychotropic drug dispensation trends in British Columbia during COVID-19 pandemic: a population-based study.General psychiatry · 2023Article
- A good death from the perspective of healthcare providers from the internal medicine department in Shanghai: A qualitative study.International journal of nursing sciences · 2022Article
- Preventive health care services utilization and its associated factors among older adults in rural communities in Anambra State, Nigeria.The Pan African medical journal · 2021Article
- Advance Care Planning (ACP) vs. Advance Serious Illness Preparations and Planning (ASIPP).Healthcare (Basel, Switzerland) · 2020Article
- Article
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 at 2 institutions in 1 country.
Funding
Abstract
Importance: Measuring health care utilization and costs before death has the potential to initiate health care improvement. Objective: To examine population-level trends in health care utilization and expenditures in the 2 years before death in Canada's single-payer health system. Design, Setting, and Participants: This population-based cohort included 966 436 deaths among adult residents of Ontario, Canada, from January 2005 to December 2015, linked to health administrative and census data. Data for deaths from 2005 to 2013 were analyzed from November 1, 2016, through January 31, 2017. Analyses were updated from May 1, 2019, to June 15, 2019, to include deaths from 2014 and 2015. Exposures: Sociodemographic exposures included age, sex, and neighborhood income quintiles, which were obtained by linking decedents' postal codes to census data. Aggregated Diagnosis Groups were used as a general health service morbidity-resource measure. Main Outcomes and Measures: Health care services accessed for the last 2 years of life, including acute hospitalization episodes of care, intensive care unit visits, and emergency department visits. Total health care costs were calculated using a person-centered costing approach. The association of area-level income with high resource use 1 year before death was analyzed with Poisson regression analysis, controlling for age, sex, and Aggregated Diagnosis Groups. Results: Among 966 436 decedents (483 038 [50.0%] men; mean [SD] age, 76.4 [14.96] years; 231 634 [24.0%] living in the lowest neighborhood income quintile), health care expenditures increased in the last 2 years of life during the study period (CAD$5.12 billion [US $3.83 billion] in 2005 vs CAD$7.84 billion [US $5.86 billion] in 2015). In the year before death, 758 770 decedents (78.5%) had at least 1 hospitalization episode of care, 266 987 (27.6%) had at least 1 intensive care unit admission, and 856 026 (88.6%) had at least 1 emergency department visit. Overall, deaths in hospital decreased from 37 984 (45.6%) in 2005 to 39 474 (41.5%) in 2015. Utilization in the last 2 years, 1 year, 180 days, and 30 days of life varied by resource utilization gradients. For example, the proportion of individuals visiting the emergency department was slightly higher among the top 5% of health care users compared with other utilization groups in the last 2 years of life (top 5%, 45 535 [94.2%]; top 6%-50%, 401 022 [92.2%]; bottom 50%, 409 469 [84.7%]) and 1 year of life (top 5%, 43 007 [89.0%]; top 6%-50%, 381 732 [87.8%]; bottom 50%, 380 859 [78.8%]); however, in the last 30 days of life, more than half of individuals in the top 6% to top 50% (223 262 [51.3%]) and bottom 50% (288 480 [59.7%]) visited an emergency department, compared with approximately one-third of individuals in the top 5% (16 916 [35.0%]). No meaningful associations were observed in high resource use between individuals in the highest income quintile compared with the lowest income quintile (rate ratio, 1.02; 95% CI, 0.99-1.05) after adjusting for relevant covariates. Conclusions and Relevance: In this study, health care use and spending in the last 2 years of life in Ontario were high. These findings highlight a trend in hospital-centered care before death in a single-payer health system.
Indexed as
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.