Statistical Analyses in the case of an Italian nurse accused of murdering patients

02/04/2022
by   Francesco Dotto, et al.
0

Suspicions about medical murder sometimes arise due to a surprising or unexpected series of events, such as an apparently unusual number of deaths among patients under the care of a particular nurse. But also a single disturbing event might trigger suspicion about a particular nurse, and this might then lead to investigation of events which happened when she was thought to be present. In either case, there is a statistical challenge of distinguishing event clusters that arise from criminal acts from those that arise coincidentally from other causes. We show that an apparently striking association between a nurse's presence and a high rate of deaths in a hospital ward can easily be completely spurious. In short: in a medium-care hospital ward where many patients are suffering terminal illnesses, and deaths are frequent, most deaths occur in the morning. Most nurses are on duty in the morning, too. There are less deaths in the afternoon, and even less at night; correspondingly, less nurses are on duty in the afternoon, even less during the night. Consequently, a full time nurse works the most hours when the most deaths occur. The death rate is higher when she is present than when she is absent.

READ FULL TEXT
research
06/13/2019

Use of Emergency Departments by Frail Elderly Patients: Temporal Patterns and Case Complexity

Emergency department (ED) care for frail elderly patients is associated ...
research
08/31/2018

Understanding the Characteristics of Frequent Users of Emergency Departments: What Role Do Medical Conditions Play?

Frequent users of emergency departments (ED) pose a significant challeng...
research
03/20/2023

Hospitalization Length of Stay Prediction using Patient Event Sequences

Predicting patients hospital length of stay (LOS) is essential for impro...
research
02/25/2020

EmbPred30: Assessing 30-days Readmission for Diabetic Patients using Categorical Embeddings

Hospital readmission is a crucial healthcare quality measure that helps ...
research
11/18/2020

Hidden chaos factors inducing random walks which reduce hospital operative efficiency

La Fuenfría Hospital (LFH) operative parameters such as: hospitalised pa...
research
03/24/2022

A comparison of two frameworks for multi-state modelling, applied to outcomes after hospital admissions with COVID-19

We compare two multi-state modelling frameworks that can be used to repr...
research
11/09/2018

An external validation of Thais' cardiovascular 10-year risk assessment in the southern Thailand

Cardiovascular diseases (CVDs) is a number one cause of death globally. ...

Please sign up or login with your details

Forgot password? Click here to reset