925 research outputs found

    The process and utility of classification and regression tree methodology in nursing research

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    Aim: This paper presents a discussion of classification and regression tree analysis and its utility in nursing research. Background: Classification and regression tree analysis is an exploratory research method used to illustrate associations between variables not suited to traditional regression analysis. Complex interactions are demonstrated between covariates and variables of interest in inverted tree diagrams. Design: Discussion paper. Data sources: English language literature was sourced from eBooks, Medline Complete and CINAHL Plus databases, Google and Google Scholar, hard copy research texts and retrieved reference lists for terms including classification and regression tree* and derivatives and recursive partitioning from 1984-2013. Discussion: Classification and regression tree analysis is an important method used to identify previously unknown patterns amongst data. Whilst there are several reasons to embrace this method as a means of exploratory quantitative research, issues regarding quality of data as well as the usefulness and validity of the findings should be considered. Implications for Nursing Research: Classification and regression tree analysis is a valuable tool to guide nurses to reduce gaps in the application of evidence to practice. With the ever-expanding availability of data, it is important that nurses understand the utility and limitations of the research method. Conclusion: Classification and regression tree analysis is an easily interpreted method for modelling interactions between health-related variables that would otherwise remain obscured. Knowledge is presented graphically, providing insightful understanding of complex and hierarchical relationships in an accessible and useful way to nursing and other health professions

    Effect of patient sex on triage for ischaemic heart disease and treatment onset times: a retrospective analysis of Australian emergency department data

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    AbstractTime between emergency department (ED) presentation and treatment onset is an important, but little-researched phase within the revascularization process for ischaemic heart disease (IHD).ObjectiveTo determine if sex influences triage score allocation and treatment onset for patients with IHD in the ED.MethodsRetrospective data for patients 18–85years presenting to EDs from 2005 to 2010 for acute myocardial infarction (AMI), unstable and stable angina, and chest pain were analysed collectively and separately for AMI.ResultsProportionately more men (61% of males) were triaged correctly for AMI than women (51.4% of females; P<0.001). Across all triage categories, average treatment time was faster for men than women with AMI (P<0.001). When incorrectly triaged for AMI, treatment time for men was faster than for women (P=0.04). When correctly triaged for AMI, there was no difference in mean treatment time between men and women (P=0.538).ConclusionsSubstantial undertriage of AMI occurred for both sexes, but was worse in women. Incorrect triage led to prolonged treatment times for AMI, with women’s treatment delays longer than men’s. When triaged correctly, both sexes were treated early for AMI, emphasising the need for all patients to be accurately triaged for this time-sensitive disease

    Relational aggression and physical aggression among adolescent Cook Islands students

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    Both physical and relational aggression are characterised by the intent to harm another. Physical aggression includes direct behaviours such as hitting or kicking; relational aggression involves behaviours designed to damage relationships, such as excluding others, spreading rumours, and delivering threats and verbal abuse. This study extended research conducted in New Zealand Te manako ra tona au taeake e koia tikai aia, ia matou ra, e kite kore aia. Kare paa tona au taeke e kite ana e, te tamaemae ra aia i te tangata. Ka akaranga au e, e tangata viivii e te kino tikai aia. His friends think he is awesome but we think he is dumb. I don&apos;t think his friends realise he is hurting people. I am going to describe him as cruel

    HLA-G 14bp Polymorphism in Autism

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    Autism Spectrum Disorder (ASD) is a neurodevelopment disorder characterized by deficits in communicative and social behaviors (Meltzer, 2017) . As of 2012 the CDC reported that 1 of 68 children born in the U.S. have ASD (Christensen, 2016). The immune systems of mother and child can be important in ASD. A signaling molecule, HLA-G, helps regulate maternal natural killer cell interaction with the fetus. A defect in HLA-G could increase NK cell activity, leading to abnormal neurodevelopment in the fetus (Carosella, 2008). Our study focuses on a 14 base pair insertion/deletion found in the HLA-G gene of autistic subjects and their mothers, previously examined in an Italian population by Guerini (2014). We are also expanding to look at HLA-G and intellectual disability (ID) in ASD. HLA-DRB1, another gene in the HLA region of chromosome 6, has been linked to ASD and impaired ID (IQ\u3c80, Wang, 2013)
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