Multivariable analysis of predictors of unplanned hospital readmission after pancreaticoduodenectomy: development of a validated risk score

HPB (Oxford). 2019 Jan;21(1):26-33. doi: 10.1016/j.hpb.2018.06.1802. Epub 2018 Jul 23.

Abstract

Background: Unplanned hospital readmission after pancreaticoduodenectomy (PD) is usually due to surgical complications and has significant clinical and economic impact. This study developed a risk score to predict 30-day readmission after PD.

Methods: Patients undergoing PD between 2009 and 2016 were reviewed from a prospective database. Predictors of readmission were identified using a multivariable logistic regression model, from which a points-based risk scoring system was derived.

Results: 81 of 518 patients (15.6%) were readmitted within 30 days. History of cardiac disease ([odds ratio] OR = 2.12; 95% CI: 1.12-4.56), CRP>140 mg/L on post-operative day 3 (OR = 2.34; 95% CI: 1.37-4.35) and comprehensive complication index >14 (OR = 1.74; 95% CI: 1.03-2.85) were independent predictors of readmission. The regression coefficients were used to generate a risk score with excellent calibration (p = 0.917) and good discrimination (c-index = 0.65; 95% CI: 0.58-0.71; p < 0.001). Patients were categorised as low, moderate and high risk, with readmission rates of 6.4%, 13.4% and 23.0% respectively (p < 0.001).

Conclusion: The risk score identifies patients at high risk of readmission after pancreaticoduodenectomy. Such patients may benefit from pre-discharge imaging and/or enhanced follow-up, which may potentially reduce the impact of readmissions.

Publication types

  • Validation Study

MeSH terms

  • Aged
  • Databases, Factual
  • Decision Support Techniques*
  • England
  • Female
  • Hospitals, High-Volume
  • Humans
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Pancreaticoduodenectomy / adverse effects*
  • Patient Readmission*
  • Predictive Value of Tests
  • Reproducibility of Results
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Time Factors
  • Treatment Outcome