ArticleJAMA2012
Association of hospital spending intensity with mortality and readmission rates in Ontario hospitals.
Article in JAMA, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 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
53 citing papers in PubMed, 140 citations in OpenAlex.
- Trial
- 30-day readmission risk after hip fracture: a qualitative study in the Midlands, United Kingdom.BMC geriatrics · 2026Observational
- Development and validation of dual-time-window readmission prediction models under China's medical insurance multi-payment reform.Frontiers in public health · 2026Article
- Impact of an innovative case-based payment reform on hospital cost variation: insights from cerebral infarction inpatients in China.International journal for equity in health · 2025Article
- Resources and Readmission for COPD Exacerbation in Pneumology Units in Spain: The COPD Observatory Project.Healthcare (Basel, Switzerland) · 2025Article
- Chasing cancer: does the social-to-medical spending ratio relate to cancer incidence and mortality in Canadian provinces? A retrospective cohort study.BMJ public health · 2024Article
- Article
- Association of Early Physician Follow-up With Readmission Among Patients Hospitalized for Acute Myocardial Infarction, Congestive Heart Failure, or Chronic Obstructive Pulmonary Disease.JAMA network open · 2022Article
- Does waiting times decrease or increase operational costs in short and long-term? Evidence from Portuguese public hospitals.The European journal of health economics : HEPAC : health economics in prevention and care · 2021Article
- Utilization Rates of Pancreatectomy, Radical Prostatectomy, and Nephrectomy in New York, Ontario, and New South Wales, 2011 to 2018.JAMA network open · 2021Article
- Article
- Association Between Spending and Outcomes for Patients With Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2020Review
- Association Between Spending and Survival of Chronic Heart Failure Across Veterans Affairs Medical Centers.JAMA network open · 2019Observational
- Discharge destination following hip fracture in Canada among previously community-dwelling older adults, 2004-2012: database study.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2019Article
- Association of in-hospital resource utilization with post-acute spending in Medicare beneficiaries hospitalized for acute myocardial infarction: a cross-sectional study.BMC health services research · 2019Article
- Superior Performance of Teaching and Transplant Hospitals in the Management of Hepatic Encephalopathy from 2007 to 2014.Journal of clinical and translational hepatology · 2018Article
- Regional variation in healthcare spending and mortality among senior high-cost healthcare users in Ontario, Canada: a retrospective matched cohort study.BMC geriatrics · 2018Article
- Variation in and Hospital Characteristics Associated With the Value of Care for Medicare Beneficiaries With Acute Myocardial Infarction, Heart Failure, and Pneumonia.JAMA network open · 2018Article
- Hospital Teaching Status and Medicare Expenditures for Hepato-Pancreato-Biliary Surgery.World journal of surgery · 2018Article
- 30-Day Episode Payments and Heart Failure Outcomes Among Medicare Beneficiaries.JACC. Heart failure · 2018Observational
Corrections and comments
- Commented on by
Authors and funding
10 authors at 5 institutions in 2 countries.
Funding
Abstract
contextThe extent to which better spending produces higher-quality care and better patient outcomes in a universal health care system with selective access to medical technology is unknown.
objectiveTo assess whether acute care patients admitted to higher-spending hospitals have lower mortality and readmissions. DESIGN, SETTING, AND PATIENTS: The study population comprised adults (>18 years) in Ontario, Canada, with a first admission for acute myocardial infarction (AMI) (n = 179,139), congestive heart failure (CHF) (n = 92,377), hip fracture (n = 90,046), or colon cancer (n = 26,195) during 1998-2008, with follow-up to 1 year. The exposure measure was the index hospital's end-of-life expenditure index for hospital, physician, and emergency department services.
main outcome measuresThe primary outcomes were 30-day and 1-year mortality and readmissions and major cardiac events (readmissions for AMI, angina, CHF, or death) for AMI and CHF.
resultsPatients' baseline health status was similar across hospital expenditure groups. Patients admitted to hospitals in the highest- vs lowest-spending intensity terciles had lower rates of all adverse outcomes. In the highest- vs lowest-spending hospitals, respectively, the age- and sex-adjusted 30-day mortality rate was 12.7% vs 12.8% for AMI, 10.2% vs 12.4% for CHF, 7.7% vs 9.7% for hip fracture, and 3.3% vs 3.9% for CHF; fully adjusted relative 30-day mortality rates were 0.93 (95% CI, 0.89-0.98) for AMI, 0.81 (95% CI, 0.76-0.86) for CHF, 0.74 (95% CI, 0.68-0.80) for hip fracture, and 0.78 (95% CI, 0.66-0.91) for colon cancer. Results for 1-year mortality, readmissions, and major cardiac events were similar. Higher-spending hospitals had higher nursing staff ratios, and their patients received more inpatient medical specialist visits, interventional (AMI cohort) and medical (AMI and CHF cohorts) cardiac therapies, preoperative specialty care (colon cancer cohort), and postdischarge collaborative care with a cardiologist and primary care physician (AMI and CHF cohorts).
conclusionAmong Ontario hospitals, higher spending intensity was associated with lower mortality, readmissions, and cardiac event rates.
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.