ArticleBMC health services research2019
Risk factors, costs and complications of delayed hospital discharge from internal medicine wards at a Canadian academic medical centre: retrospective cohort study.
Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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Who cites it
39 citing papers in PubMed.
- Comparative Outcomes of Nurse-Led Early Mobilization Versus Standard Care in Acute Pancreatitis: A Randomized Controlled Trial.Digestive diseases and sciences · 2026Trial
- Delayed discharges in older adults with mental illness and/or dementia in hospital: a scoping review.BMC health services research · 2026Article
- Disparities in Delayed Discharge Among Patients Experiencing Homelessness.JAMA network open · 2026Article
- Article
- Responsible AI for Predicting Delayed Hospital Discharge Among Older Adults: Development and Evaluation Study for Balancing Accuracy, Equity, and Explainability.JMIR medical informatics · 2026Article
- Variability in Post-Discharge Mortality Rates and Predictors over Time: Data from a Five-Year Ward-Wide Study.Journal of clinical medicine · 2026Article
- Improving delayed discharge in gastrointestinal surgery patients: An integrative review.International journal of nursing studies advances · 2025Review
- A Cross-Sectional Descriptive Study Using Health Administrative Data to Examine the Characteristics of Older Adults Incurring Delayed Discharge Days for Non-Clinical Reasons During the COVID-19 Pandemic in Alberta, Canada.Canadian geriatrics journal : CGJ · 2025Article
- Entangled in complexity: An ethnographic study of organizational adaptability and safe care transitions for patients with complex care needs.Journal of advanced nursing · 2025Article
- Prolonged Hospitalization Among Children Aged < 5 Years Admitted With Acute Gastroenteritis at Siaya County Referral Hospital, in Rural Western Kenya: 2010-2020.Health science reports · 2025Article
- Article
- Prevalence of Delayed Discharge Among Patients Admitted to the Internal Medicine Wards: A Cross-Sectional Study.Nursing reports (Pavia, Italy) · 2025Article
- Accountability frameworks: A critical evolution in healthcare.Healthcare management forum · 2025Article
- Repeated use of hospital-based services and delayed hospital discharges in a population-based cohort of autistic adults in Canada.Autism : the international journal of research and practice · 2025Article
- Developing a decision support tool to predict delayed discharge from hospitals using machine learning.BMC health services research · 2025Article
- The Impact of Preoperative Risk Factors on Delayed Discharge in Day Surgery: A Meta-Analysis.Healthcare (Basel, Switzerland) · 2025Review
- Data-driven insights into interhospital care fragmentation: Implications for health policy and equity among older adults.PloS one · 2025Article
- Alternate Level of Care Patients in Canada: a Scoping Review.Canadian geriatrics journal : CGJ · 2024Article
- Effectiveness of combined local therapy with antibiotics and fibrin vs. vacuum-assisted wound therapy in soft tissue infections: a retrospective study.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2024Article
- Factors Associated with Alternate Level of Care Status Designation: a Case-Control Study and Model to Optimize Care Trajectories.Canadian geriatrics journal : CGJ · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHospitalized patients are designated alternate level of care (ALC) when they no longer require hospitalization but discharge is delayed while they await alternate disposition or living arrangements. We assessed hospital costs and complications for general internal medicine (GIM) inpatients who had delayed discharge. In addition, we developed a clinical prediction rule to identify patients at risk for delayed discharge.
methodsWe conducted a retrospective cohort study of consecutive GIM patients admitted between 1 January 2015 and 1 January 2016 at a large tertiary care hospital in Canada. We compared hospital costs and complications between ALC and non-ALC patients. We derived a clinical prediction rule for ALC designation using a logistic regression model and validated its diagnostic properties.
resultsOf 4311 GIM admissions, 255 (6%) patients were designated ALC. Compared to non-ALC patients, ALC patients had longer median length of stay (30.85 vs. 3.95 days p < 0.0001), higher median hospital costs ($22,459 vs. $5003 p < 0.0001) and more complications in hospital (25.5% vs. 5.3% p < 0.0001) especially nosocomial infections (14.1% vs. 1.9% p < 0.0001). Sensitivity analyses using propensity score and pair matching yielded similar results. In a derivation cohort, seven significant risk factors for ALC were identified including age > =80 years, female sex, dementia, diabetes with complications as well as referrals to physiotherapy, occupational therapy and speech language pathology. A clinical prediction rule that assigned each of these predictors 1 point had likelihood ratios for ALC designation of 0.07, 0.25, 0.66, 1.48, 6.07, 17.13 and 21.85 for patients with 0, 1, 2, 3, 4, 5, and 6 points respectively in the validation cohort.
conclusionsDelayed discharge is associated with higher hospital costs and complication rates especially nosocomial infections. A clinical prediction rule can identify patients at risk for delayed discharge.
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