title: Classifying emergency 30-day readmissions in England using routine hospital data 2004-2010: what is the scope for reduction?
abstract: BACKGROUND
  Many health systems across the globe have introduced arrangements to deny payment for patients readmitted to hospital as an emergency. The purpose of this study was to develop an exploratory categorisation based on likely causes of readmission, and then to assess the prevalence of these different types.
  
  
  METHODS
  Retrospective analysis of 82 million routinely collected National Health Service hospital records in England (2004-2010) was undertaken using anonymised linkage of records at person-level. Numbers of 30-day readmissions were calculated. Exploratory categorisation of readmissions was applied using simple rules relating to International Classification of Diseases (ICD) diagnostic codes for both admission and readmission.
  
  
  RESULTS
  There were 5 804 472 emergency 30-day readmissions over a 6-year period, equivalent to 7.0% of hospital discharges. Readmissions were grouped into hierarchically exclusive categories: potentially preventable readmission (1 739 519 (30.0% of readmissions)); anticipated but unpredictable readmission (patients with chronic disease or likely to need long-term care; 1 141 987 (19.7%)); preference-related readmission (53 718 (0.9%)); artefact of data collection (16 062 (0.3%)); readmission as a result of accident, coincidence or related to a different body system (1 101 818 (19.0%)); broadly related readmission (readmission related to the same body system (1 751 368 (30.2%)).
  
  
  CONCLUSIONS
  In this exploratory categorisation, a large minority of emergency readmissions (eg, those that are potentially preventable or due to data artefacts) fell into groups potentially amenable to immediate reduction. For other categories, a hospital's ability to reduce emergency readmission is less clear. Reduction strategies and payment incentives must be carefully tailored to achieve stated aims.
authors.affiliation: The Nuffield Trust, London, UK.
authors.forename: Ian
authors.initials: I
authors.lastname: Blunt
authors.affiliation: The Nuffield Trust, London, UK.
authors.forename: Martin
authors.initials: M
authors.lastname: Bardsley
authors.affiliation: Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK.
authors.forename: Amy
authors.initials: A
authors.lastname: Grove
authors.affiliation: Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK.
authors.forename: Aileen
authors.initials: A
authors.lastname: Clarke
mesh_terms: D004739:England; D005260:Female; D006801:Humans; D038801:International Classification of Diseases; D008297:Male; D010359:Patient Readmission / Q000706:statistics & numerical data*; D011787:Quality of Health Care; D012189:Retrospective Studies; D012307:Risk Factors; D013997:Time Factors