ArticleJAMA network open2025
Patient Complexity, Social Factors, and Hospitalization Outcomes at Academic and Community Hospitals.
Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
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- Perspectives on workplaces choices among physicians and nurses in peripheral hospitals.BMC health services research · 2026Article
- Viewpoint: are surgeon-scientists still worth the investment?Annals of medicine and surgery (2012) · 2026Article
- Identification of risk factors and construction of a nomogram for predicting postoperative stone recurrence in patients with infective upper urinary tract stones.BMC urology · 2026Article
- Cerebrospinal Fluid Metagenomic Next-Generation Sequencing in Pediatric Central Nervous System Infection: Clinical Experience and Diagnostic Stewardship Strategies.Open forum infectious diseases · 2026Article
- Knowledge, attitudes, and practices regarding traditional Chinese medicine therapies among COPD patients: a cross-sectional study.Frontiers in public health · 2026Article
- Dependence and clinical fragility in hematopoietic stem cell transplant and CAR-T therapy: a retrospective study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
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Authors and funding
7 authors.
Funding
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Abstract
Importance: There have been limited evaluations of the patients treated at academic and community hospitals. Understanding differences between academic and community hospitals has relevance for the design of clinical models of care, remuneration for clinical services, and health professional training programs. Objective: To evaluate differences in complexity and clinical outcomes between patients admitted to general medical wards at academic and community hospitals. Design, Setting, and Participants: This retrospective cohort study of patients admitted to general medicine at 28 hospitals in Ontario, Canada, was conducted between April 2015 and December 2021. All patients admitted to or discharged from general medicine during the study period who were older than 18 years were included. Data analysis occurred between February 2023 and June 2024. Exposures: Patient admission to a general medicine inpatient service at an academic or community hospital. Main Outcomes and Measures: Demographic and clinical characteristics (age, sex, modified Laboratory-based Acute Physiology Score [mLAPS], discharge diagnosis, Charlson Comorbidity Index, frailty risk score, and disability), social factors (neighborhood-level markers of income, material deprivation, immigrant status, and racial and ethnic minority status) and clinical outcomes and processes (patient volume per physician, in-hospital mortality, length of stay, readmission rates, and intensive care unit [ICU] admission rates). Results: There were 947 070 admissions, including 609 696 at 17 community hospitals (median [IQR] age, 73 [58-84] years) and 337 374 at 11 academic hospitals (median [IQR] age, 70 [56-82] years). Baseline clinical characteristics were similar at community and academic hospitals, including female sex (307 381 [50.4%] vs 168 033 [49.8%]; standardized mean difference [SMD] = 0.012), median (IQR) mLAPS (21 [11-36] vs 21 [10-34]; SMD = 0.001), and Charlson Comorbidity Index score of 2 or greater (182 171 [29.9%] vs 105 502 [31.3%]; SMD = 0.038). Social characteristics, including income, education, and neighborhood proportion of racial and ethnic minority and immigrant residents were also similar. The number of unique discharge diagnoses was similar at academic and community hospitals. Patient volumes per attending physician were higher at academic hospitals (median [IQR] daily census, 20 [19-22] vs 17 [15-19]; SMD = 1.086). After multivariable regression adjusting for baseline factors, mortality (adjusted odds ratio [aOR], 0.96; 95% CI, 0.78 to 1.17), ICU admission rate (aOR, 1.20; 95% CI, 0.80 to 1.79) and length of stay (β = -0.001; 95% CI, -0.10 to 0.10) were not significantly different, while 7-day readmission (aOR, 1.25; 95% CI, 1.10 to 1.43) and 30-day readmission (aOR, 1.25; 95% CI, 1.10 to 1.42) were significantly higher at academic hospitals than community hospitals. Conclusions and Relevance: In this cohort study, patients admitted to general medicine at academic and community hospitals had similar baseline clinical characteristics and generally similar clinical outcomes, with greater readmission rates in academic hospitals. These findings suggest that the patient case mix in general internal medicine that trainees would be exposed to during their residency training at academic hospitals is largely representative of the case mix they would encounter at community hospitals, and has important implications for health services planning and funding.
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