Predictive models of the risk of hospital admission and re-admission: current and future development
نویسندگان
چکیده
Background A number of models are available in the United States (US) and the United Kingdom (UK) for use in predicting the risk of hospitalization, from general and insured populations. These models are being used in order to respond to health policies, such as Pay for Performance measures, aimed at reducing unnecessary hospital admissions, and to help patients avoid hospital admissions that are expensive and create risks to patient safety. These predictive models are being used for a variety of purposes including: screening patients for Case Management Programs and/or Disease Management Programs, organizational profiling, and assessing financial risk.
منابع مشابه
A Logistic Regression Analysis of Predictors for Asthma Hospital Re-admissions
In order to identify the risk factors (predictors) of re-hospitalisation for high-risk asthmatic patients, a retrospective logistic regression analysis describing the relationship between the probability of re-admission and possible predictors in hospitalised asthmatics, aged over 5 years, between 1994-1998, was designed. Study setting was a district general hospital in the West Yorkshire, UK. ...
متن کاملA Logistic Regression Analysis of Predictors for Asthma Hospital Re-admissions
In order to identify the risk factors (predictors) of re-hospitalisation for high-risk asthmatic patients, a retrospective logistic regression analysis describing the relationship between the probability of re-admission and possible predictors in hospitalised asthmatics, aged over 5 years, between 1994-1998, was designed. Study setting was a district general hospital in the West Yorkshire, UK. ...
متن کاملCOVID-19 and ICU admission associated predictive factors in Iranian patients
Background: The pandemic situation created an overwhelmed needs for ICU facilities, according to this problem, the need of accurate the management of facilities represents bold. In this study, prognostic risk factors for ICU admission among COVID-19 hospitalized patients were evaluated. Methods: From 22 February to April 20, 2020. Totally,214 COVID-19 patients participated in this study. The i...
متن کاملAssociation of Troponin-I Level on Admission with 6-month Clinical Consequences in Acute Coronary Syndrome Patients: A Preventive Approach in Patient Care
Background: Cardiovascular diseases are the leading cause of mortality worldwide. Therefore, it is important to predict the future consequences of the disease in patients who have recovered. Objectives: We sought to determine the relationship between troponin-I level and 6-month clinical consequences (i.e., re-infarction, death, re-angiography and coronary artery bypass grafting) in patients w...
متن کاملDevelopment of a predictive model to identify inpatients at risk of re-admission within 30 days of discharge (PARR-30)
OBJECTIVES To develop an algorithm for identifying inpatients at high risk of re-admission to a National Health Service (NHS) hospital in England within 30 days of discharge using information that can either be obtained from hospital information systems or from the patient and their notes. DESIGN Multivariate statistical analysis of routinely collected hospital episode statistics (HES) data u...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره 15 شماره
صفحات -
تاریخ انتشار 2015