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Risk Factors for Emergency Department Short Time Readmission in Stratified Population
المؤلفون المشاركون
Graña, Manuel
Besga, Ariadna
Ayerdi, Borja
Alcalde, Guillermo
Manzano, Alberto
Lopetegui, Pedro
González-Pinto, Ana
المصدر
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-7، 7ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-11-17
دولة النشر
مصر
عدد الصفحات
7
التخصصات الرئيسية
الملخص EN
Background.
Emergency department (ED) readmissions are considered an indicator of healthcare quality that is particularly relevant in older adults.
The primary objective of this study was to identify key factors for predicting patients returning to the ED within 30 days of being discharged.
Methods.
We analysed patients who attended our ED in June 2014, stratified into four groups based on the Kaiser pyramid.
We collected data on more than 100 variables per case including demographic and clinical characteristics and drug treatments.
We identified the variables with the highest discriminating power to predict ED readmission and constructed classifiers using machine learning methods to provide predictions.
Results.
Classifier performance distinguishing between patients who were and were not readmitted (within 30 days), in terms of average accuracy (AC).
The variables with the greatest discriminating power were age, comorbidity, reasons for consultation, social factors, and drug treatments.
Conclusions.
It is possible to predict readmissions in stratified groups with high accuracy and to identify the most important factors influencing the event.
Therefore, it will be possible to develop interventions to improve the quality of care provided to ED patients.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Besga, Ariadna& Ayerdi, Borja& Alcalde, Guillermo& Manzano, Alberto& Lopetegui, Pedro& Graña, Manuel…[et al.]. 2015. Risk Factors for Emergency Department Short Time Readmission in Stratified Population. BioMed Research International،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1056382
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Besga, Ariadna…[et al.]. Risk Factors for Emergency Department Short Time Readmission in Stratified Population. BioMed Research International No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1056382
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Besga, Ariadna& Ayerdi, Borja& Alcalde, Guillermo& Manzano, Alberto& Lopetegui, Pedro& Graña, Manuel…[et al.]. Risk Factors for Emergency Department Short Time Readmission in Stratified Population. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1056382
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1056382
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
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