Search results for " CLUSTER ANALYSIS"
showing 10 items of 77 documents
Disentangling the Association of Hydroxychloroquine Treatment with Mortality in Covid-19 Hospitalized Patients through Hierarchical Clustering
2021
The efficacy of hydroxychloroquine (HCQ) in treating SARS-CoV-2 infection is harshly debated, with observational and experimental studies reporting contrasting results. To clarify the role of HCQ in Covid-19 patients, we carried out a retrospective observational study of 4,396 unselected patients hospitalized for Covid-19 in Italy (February–May 2020). Patients’ characteristics were collected at entry, including age, sex, obesity, smoking status, blood parameters, history of diabetes, cancer, cardiovascular and chronic pulmonary diseases, and medications in use. These were used to identify subtypes of patients with similar characteristics through hierarchical clustering based on Gower distan…
Effectiveness of a Psychosocial Care Quality Improvement Strategy to Address Quality of Life in Patients with Cancer: The HuCare2 Stepped-Wedge Clust…
2021
Key Points Question Does an implementation strategy integrating psychosocial care into cancer centers improve at least 1 of 2 domains (emotional or social function) of health-related quality of life? Findings This stepped-wedge cluster randomized clinical trial included 762 patients with cancer at high risk for reduced quality of life. Health-related quality of life score improved from baseline to 3 months among participants in the Humanization in Cancer Care Quality Improvement Strategy arm vs the usual care arm, showing a statistically significant difference for emotional function, but not for social function. Meaning This study suggests the use of an implementation strategy aiming to pro…
VIII Colloque International –VIII International Conference - A.S.I. Analyse Statistique Implicative ––Statistical Implicative Analysis
2015
Le huitième colloque A.S.I. 8 s’est déroulé dans un contexte d’espérance stimulée pour la démocratie tunisienne avec l’attribution du Prix Nobel de la Paix pour 2015. Comme on a pu le lire dans les journaux : « Le comité Nobel norvégien a décidé de récompenser, vendredi 9 octobre 2015, le quartet menant le dialogue national en Tunisie, qui s’est distingué pour «sa contribution décisive dans la construction d’une démocratie pluraliste en Tunisie après la “révolution du jasmin” de 2011 » ». (Le Monde) Un tel contexte est de toute évidence plus propice à la créativité scientifique, à l’exercice de la pensée critique qui fonde les dimensions épistémologique et méthodologique des champs scientif…
VI Colloque International –VI International Conference - A.S.I. Analyse Statistique Implicative ––Statistical Implicative Analysis
2012
HIERARCHICAL AND NON-HIERARCHICAL CLUSTERING METHODS TO ANALYSE AN OPEN-ENDED QUESTIONNAIRE ON ALGEBRAIC THINKING
2016
In recent years, some papers have tried to develop detailed models of the reasoning competences of the student populations tested, or to subdivide a sample of students into intellectually similar subgroups, by using quantitative or qualitative analysis methods. It is worth noting that research papers using quantitative analysis methods to study student responses to open-ended questionnaire can be found in Science and Physics education (Springuel et al., 2007), but the same cannot be said for research in Mathematics education. In this paper we focus on the application of hierarchical and non-hierarchical clustering methods referred to dendrograms and k-means approaches (Everitt, et al., 2011…
Endotyping Seasonal Allergic Rhinitis in Children: A Cluster Analysis.
2022
BackgroundSeasonal Allergic Rhinitis (SAR) is a heterogeneous inflammatory disease. We hypothesized that a cluster analysis based on the evaluation of cytokines in nasal lavage (NL) could characterize distinctive SAR endotypes in children.MethodsThis cross-sectional study enrolled 88 children with SAR. Detailed medical history was obtained by well-trained physicians. Quality of life and sleep quality were assessed through standardized questionnaires [Pediatric Rhinoconjunctivitis Quality of Life Questionnaire (PRQLQ) and Pittsburgh Sleep Quality Index (PSQI) respectively]. Children were grouped through K-means clustering using Interleukin (IL)-5, IL-17, IL-23, and Interferon (INF)-γ in NL.R…
Population structure in the Méditerranean basin: a Y chromosome perspective
2006
The Mediterranean region has been characterised by a number of pre-historical and historical demographic events whose legacy on the current genetic landscape is still a matter of debate. In order to investigate the degree of population structure across the Mediterranean, we have investigated Y chromosome variation in a large dataset of Mediterranean populations, 11 of which are first described here. Our analyses identify four main clusters in the Mediterranean that can be labelled as North Africa, Arab, Central-East and West Mediterranean. In particular, Near Eastern samples tend to separate according to the presence of Arab Y chromosome lineages, suggesting that the Arab expansion played a…
Pheno-morphological and agronomic diversity among Scorpiurus muricatus (Fabaceae) natural populations collected in Sicily.
2009
SUMMARYPrickly scorpion's tail (Scorpiurus muricatus L.) is a self-reseeding annual legume widely distributed in natural pastures of the Mediterranean area and appreciated by farmers for its productivity, forage quality and palatability. Twenty-eight natural populations were collected throughout Sicily in 2005; two field experiments were carried out in 2005/06 in a hilly area of the Sicilian inland to assess the genetic variation based on pheno-morphological and agronomic characters. The pheno-morphological traits observed were analysed using a principal component analysis (PCA). The first four components of PCA (eigenvalues >1) explained 0·84 of the total variation. Similarities obtaine…
A study of personality subtypes in treatment seeking obese patients
2014
Previous research has not been able to identify a distinct personality style that refers specifically to obese individuals. The purpose of this investigation was to explore whether different personality-based groups can be identified in obese individuals, as has been shown with eating disorder patients. Data were collected from 149 obese patients (BMI = 37.3, ± 6.4; 83% female) seeking dietary treatment and psychological support for their weight problems. Participants completed the Millon Clinical Multiaxial Inventory III (MCMI-III; Millon, 1997) and a battery of eight measures assessing psychological distress, mood states, eating behaviors, obesity-related quality of life, and interperson…
L'isola che se ne va
2020
Le università rivestono un ruolo fondamentale per un territorio, oltre ad essere un luogo di alta formazione e quindi di creazione di capitale umano, la letteratura ha evidenziato che tali istituzioni attraverso il knowledge spillover possono talvolta rappresentare il motore dell’innovazione e quindi dello sviluppo economico (Wolfe 2005). Nonostante queste importanti funzioni, per garantirsi le risorse necessarie a portare avanti la propria attività le università italiane hanno un crescente bisogno di sviluppare la propria capacità di allargare il bacino di attrazione degli studenti, in quanto: i) parte della quota base del Fondo di Funzionamento Ordinario (FFO) ricevuta dal Ministero dell’…