Literature DB >> 22644078

Predicting readmissions: poor performance of the LACE index in an older UK population.

Paul E Cotter1, Vikas K Bhalla, Stephen J Wallis, Richard W S Biram.   

Abstract

INTRODUCTION: interventions to prevent hospital readmission depend on the identification of patients at risk. The LACE index predicts readmission (and death) and is in clinical use internationally. The LACE index was investigated in an older UK population.
METHODS: randomly selected alive-discharge episodes were reviewed. A LACE score was calculated for each patient and assessed using receiver operator characteristic (ROC) curves. A logistic regression model was constructed, compared with the LACE and validated in a separate population.
RESULTS: a total of 507 patients were included with a mean (SD) age of 85 (6.5) years; 17.8% were readmitted and 4.5% died within 30 days. The median LACE score of those readmitted compared with those who were not was 12.5 versus 12 (P = 0.13). The Lace index was only a fair predictor of both 30-day readmission and death with c-statistics of 0.55 and 0.70, respectively. Only the emergency department visit was an independent predictor of readmission, with a c-statistic of 0.61 for readmission. In a validation cohort of 507 cases, the c-statistic of the regression model was 0.57.
CONCLUSION: the LACE index is a poor tool for predicting 30-day readmission in older UK inpatients. The absence of a simple predictive model may limit the benefit of readmission avoidance strategies.

Entities:  

Mesh:

Year:  2012        PMID: 22644078     DOI: 10.1093/ageing/afs073

Source DB:  PubMed          Journal:  Age Ageing        ISSN: 0002-0729            Impact factor:   10.668


  38 in total

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2.  Impact of Instrumental Activities of Daily Living Limitations on Hospital Readmission: an Observational Study Using Machine Learning.

Authors:  Nicholas K Schiltz; Mary A Dolansky; David F Warner; Kurt C Stange; Stefan Gravenstein; Siran M Koroukian
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3.  Psychiatric Rehospitalization: Development of a Person-Level Indicator for Care Planning and Quality Assurance.

Authors:  Christopher M Perlman; John P Hirdes; Simone Vigod
Journal:  Prim Care Companion CNS Disord       Date:  2015-07-23

4.  Vital Sign Abnormalities on Discharge Do Not Predict 30-Day Readmission.

Authors:  Robert Robinson; Mukul Bhattarai; Tamer Hudali
Journal:  Clin Med Res       Date:  2019-07-19

5.  Older patients acutely admitted and readmitted to the same geriatric department: a descriptive cohort study of primary diagnoses and health characteristics.

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Journal:  Eur Geriatr Med       Date:  2022-07-28       Impact factor: 3.269

6.  High LACE index scores are associated with disproportionate excess deaths in hospital amongst patients with COVID-19.

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Journal:  Intern Emerg Med       Date:  2022-06-22       Impact factor: 5.472

7.  Simplified risk prediction indices do not accurately predict 30-day death or readmission after discharge following colorectal surgery.

Authors:  David G Brauer; Sarah A Lyons; Matthew R Keller; Matthew G Mutch; Graham A Colditz; Sean C Glasgow
Journal:  Surgery       Date:  2019-01-29       Impact factor: 3.982

8.  Identifying risk of readmission in hospitalized elderly adults through inpatient medication exposure.

Authors:  Juliessa M Pavon; Yanfang Zhao; Eleanor McConnell; S Nicole Hastings
Journal:  J Am Geriatr Soc       Date:  2014-05-06       Impact factor: 5.562

9.  Implementation of Artificial Intelligence-Based Clinical Decision Support to Reduce Hospital Readmissions at a Regional Hospital.

Authors:  Santiago Romero-Brufau; Kirk D Wyatt; Patricia Boyum; Mindy Mickelson; Matthew Moore; Cheristi Cognetta-Rieke
Journal:  Appl Clin Inform       Date:  2020-09-02       Impact factor: 2.342

10.  Comparison of LACE and HOSPITAL Readmission Risk Scores for CMS Target and Nontarget Conditions.

Authors:  Stephen L Jones; Ohbet Cheon; Joanna-Grace Mayo Manzano; Anne K Park; Heather Y Lin; Josiah K Halm; Juha Baek; Edward A Graviss; Duc T Nguyen; Bita A Kash; Robert A Phillips
Journal:  Am J Med Qual       Date:  2021-12-20       Impact factor: 1.200

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