ArticleInternational journal of chronic obstructive pulmonary disease2017
Readmission After COPD Exacerbation Scale: determining 30-day readmission risk for COPD patients.
Article in International journal of chronic obstructive pulmonary disease, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 7 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 7 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Chronic Obstructive Pulmonary Disease and the Management of Cardiopulmonary Risk in the UK: A Systematic Literature Review and Modified Delphi Study.International journal of chronic obstructive pulmonary disease · 2025Pooled it
- Predictors of Readmission, for Patients with Chronic Obstructive Pulmonary Disease (COPD) - A Systematic Review.International journal of chronic obstructive pulmonary disease · 2023Pooled it
- Prognostic risk factors for moderate-to-severe exacerbations in patients with chronic obstructive pulmonary disease: a systematic literature review.Respiratory research · 2022Pooled it
- Pooled it
- Severe mental illness and health service utilisation for nonpsychiatric medical disorders: A systematic review and meta-analysis.PLoS medicine · 2020Pooled it
- Hospitalisation and mortality in patients with comorbid COPD and heart failure: a systematic review and meta-analysis.Respiratory research · 2020Pooled it
- Prognostic models for outcome prediction in patients with chronic obstructive pulmonary disease: systematic review and critical appraisal.BMJ (Clinical research ed.) · 2019Pooled it
- Prediction of 12-month exacerbation-related readmission in hospitalized patients with COPD: a single-center study in China.European journal of medical research · 2025Article
- Variation in Prevalence and Burden of Chronic Obstructive Pulmonary Disease by State and Insurance Type in the United States.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2025Article
- Anemia and polycythemia in patients hospitalised with acute exacerbations of chronic obstructive pulmonary disease: prevalence, patient characteristics, and risk of readmission and mortality.European clinical respiratory journal · 2025Article
- Factors affecting 12-month unplanned readmissions for chronic obstructive pulmonary disease patients: the effect of mental disorders in an Australian cohort.Journal of public health (Oxford, England) · 2024Article
- Developing and validating prediction models for severe exacerbations and readmissions in patients hospitalised for COPD exacerbation (SERCO) in China: a prospective observational study.BMJ open respiratory research · 2024Observational
- Nursing diagnoses and hospital readmission of patients with respiratory diseases: Findings from a case-control study.Nursing open · 2024Article
- Predicting Hospital Readmission in Medicaid Patients With COPD Using Administrative and Claims Data.Respiratory care · 2024Article
- Development and validation of a prospective study to predict the risk of readmission within 365 days of respiratory failure: based on a random survival forest algorithm combined with COX regression modeling.BMC pulmonary medicine · 2024Article
- Comparison of two scores for short-term outcomes in patients with COPD exacerbation in the emergency department: the Ottawa COPD Risk Scale and the DECAF score.ERJ open research · 2023Article
- Risk Factor Analysis of Hospital Readmissions at St. Petersburg General Hospital.HCA healthcare journal of medicine · 2023Article
- An AI-driven clinical care pathway to reduce 30-day readmission for chronic obstructive pulmonary disease (COPD) patients.Scientific reports · 2022Article
- A structural equation model-based study on the status and influencing factors of acute exacerbation readmission of elderly patients with chronic obstructive pulmonary disease within 30 days.BMC pulmonary medicine · 2022Article
- Prediction of 30-day risk of acute exacerbation of readmission in elderly patients with COPD based on support vector machine model.BMC pulmonary medicine · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCOPD affects over 13 million Americans, and accounts for over half a million hospitalizations annually. The Hospital Readmission Reduction Program, established by the Affordable Care Act requires the Centers for Medicare and Medicaid Services to reduce payments to hospitals with excess readmissions for COPD as of 2015. This study sought to develop a predictive readmission scale to identify COPD patients at higher readmission risk.
methodsDemographic and clinical data on 339,389 patients from New York and California (derivation cohort) and 258,113 patients from Washington and Florida (validation cohort) were abstracted from the State Inpatient Database (2006-2011), and the Readmission After COPD Exacerbation (RACE) Scale was developed to predict 30-day readmission risk.
resultsThirty-day COPD readmission rates were 7.54% for the derivation cohort and 6.70% for the validation cohort. Factors including age 40-65 years (odds ratio [OR] 1.17; 95% CI, 1.12-1.21), male gender (OR 1.16; 95% CI, 1.13-1.19), African American (OR 1.11; 95% CI, 1.06-1.16), 1st income quartile (OR 1.10; 95% CI, 1.06-1.15), 2nd income quartile (OR 1.06; 95% CI, 1.02-1.10), Medicaid insured (OR 1.83; 95% CI, 1.73-1.93), Medicare insured (OR 1.45; 95% CI, 1.38-1.52), anemia (OR 1.05; 95% CI, 1.02-1.09), congestive heart failure (OR 1.06; 95% CI, 1.02-1.09), depression (OR 1.18; 95% CI, 1.14-1.23), drug abuse (OR 1.17; 95% CI, 1.09-1.25), and psychoses (OR 1.19; 95% CI, 1.13-1.25) were independently associated with increased readmission rates,
conclusionThe RACE Scale reliably predicts an individual patient's 30-day COPD readmission risk based on specific factors present at initial admission. By identifying these patients at high risk of readmission with the RACE Scale, patient-specific readmission-reduction strategies can be implemented to improve patient care as well as reduce readmissions and health care expenditures.
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