Observational studyBMC health services research2016
Clinical characteristics and preventable acute care spending among a high cost inpatient population.
Observational study in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 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
19 citing papers in PubMed, 33 citations in OpenAlex.
- International comparison of equity gradients in hospitalizations for ambulatory care sensitive conditions.BMC health services research · 2026Article
- Differences in Health Care Expenditures by Cancer Patients During Their Last Year of Life: A Registry-Based Study.Current oncology (Toronto, Ont.) · 2024Article
- Exploring transitions in care among patients with head and neck CANCER: a multimethod study.BMC cancer · 2024Article
- DRGKB: a knowledgebase of worldwide diagnosis-related groups' practices for comparison, evaluation and knowledge-guided application.Database : the journal of biological databases and curation · 2024Article
- Identifying factors associated with high use of acute care in Canada: a population-based retrospective study.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Article
- Characteristics and resource utilization of high-cost users in the intensive care unit: a population-based cohort study.BMC health services research · 2021Article
- Hospitalization for ambulatory care sensitive conditions: What conditions make inter-country comparisons possible?Health policy OPEN · 2021Article
- Effects of forced disruption in Medicaid managed care on children with asthma.Health services research · 2021Article
- Patient characteristics and healthcare utilisation among Danish patients with chronic conditions: a nationwide cohort study in general practice and hospitals.BMC health services research · 2020Article
- Identifying factors associated with high use of acute care in Canada: protocol of a population-based retrospective cohort study.BMJ open · 2020Article
- Financial implications of trauma patients at a Canadian level 1 trauma center: a retrospective cohort study.Trauma surgery & acute care open · 2020Article
- Chronic Diseases in High-Cost Users of Hospital, Primary Care, and Prescription Medication in the Capital Region of Denmark.Journal of general internal medicine · 2019Observational
- Determining preventable acute care spending among high-cost patients in a single-payer public health care system.The European journal of health economics : HEPAC : health economics in prevention and care · 2019Article
- Converting acute inpatient take to outpatient take with fast-track assessment in internal medicine wards - a before-after study.BMC health services research · 2019Observational
- Senior high-cost healthcare users' resource utilization and outcomes: a protocol of a retrospective matched cohort study in Canada.BMJ open · 2017Observational
- Clinical factors contributing to high cost hospitalizations in a Canadian tertiary care centre.BMC health services research · 2017Article
- Article
- Proactive Health Support: Exploring Face-to-Face Start-Up Sessions Between Participants and Registered Nurses at the Onset of Telephone-Based Self-Management Support.Global qualitative nursing researchArticle
- Prevalence of Adolescents' Persistent High Utilization of Outpatient Healthcare Services and ICD-10 Diagnoses: A Retrospective 4-Year Population-Based Register Study.Journal of primary care & community healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA small proportion of patients account for the majority of health care spending. The objectives of this study were to explore the clinical characteristics, patterns of health care use, and the proportion of acute care spending deemed potentially preventable among high cost inpatients within a Canadian acute-care hospital.
methodsWe identified all individuals within the Ottawa Hospital with one or more inpatient hospitalization between April 1, 2010 and March 31, 2011. Clinical characteristics and frequency of hospital encounters were captured in the information systems of the Ottawa Hospital Data Warehouse. Direct inpatient costs for each encounter were summed using case costing information and those in the upper first and fifth percentiles of the cumulative direct cost distribution were defined as extremely high cost and high cost respectively. We quantified preventable acute care spending as hospitalizations for ambulatory care sensitive conditions (ACSC) and spending attributable to difficulty discharging patients as measured by alternate level of care (ALC) status.
resultsDuring the study period, 36,892 patients had 44,066 hospitalizations. High cost patients (n = 1,844) accounted for 38 % of total inpatient spending ($122 million) and were older, more likely to be male, and had higher levels of co-morbidity compared to non-high cost patients. In over half of the high cost cohort (54 %), costs were accumulated from a single hospitalization. The majority of costs were related to nursing care and intensive care unit spending. High cost patients were more likely to have an encounter deemed to be ambulatory care sensitive compared to non-high cost inpatients (6.0 versus 2.8 %, p < 0.001). A greater proportion of inpatient spending was attributable to ALC days for high cost versus non-high cost patients (9.1 versus 4.9 %, p < 0.001).
conclusionsWithin a population of high cost inpatients, the majority of costs are attributed to a single, non-preventable, acute care episode. However, there are likely opportunities to improve hospital efficiency by focusing on different approaches to community based care directed towards specific populations.
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.