There has been a long-running debate about the validity of item-based checklist scoring of performance assessments like OSCEs. In recent years, the conception of a checklist has developed from its dichotomous inception into a more 'key-features' and/or chunked approach, where 'items' have the potential to become weighted differently, but the literature does not always reflect these broader conceptions. We consider theoretical, design and (clinically trained) assessor issues related to differential item weighting in checklist scoring of OSCEs stations. Using empirical evidence, this work also compares candidate decisions and psychometric quality of different item-weighting approaches (i.e. a simple 'unweighted' scheme versus a differentially weighted one). The impact of different weighting schemes affect approximately 30% of the key borderline group of candidates, and 3% of candidates overall. We also find that measures of overall assessment quality are a little better under the differentially weighted scoring system. Differentially weighted modern checklists can contribute to valid assessment outcomes, and bring a range of additional benefits to the assessment. Judgment about weighting of particular items should be considered a key design consideration during station development and must align to clinical assessor expectations of the relative importance of sub-tasks.
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http://dx.doi.org/10.1080/0142159X.2020.1781072 | DOI Listing |
Sci Rep
January 2025
Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway.
Testicular germ cell tumour (TGCT) is a malignancy with known inherited risk factors, affecting young men. We have previously identified several hundred differentially abundant circulating RNAs in pre-diagnostic serum from TGCT cases compared to healthy controls. In this study, we performed Weighted Gene Co-expression Network Analysis (WGCNA) on mRNA and miRNA data from these samples.
View Article and Find Full Text PDFMedicine (Baltimore)
November 2024
Department of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Acute rejection (AR) is a common complication in the early stage after kidney transplantation. Some studies have shown that the occurrence of AR after kidney transplantation may further affect the development of tumors, and both AR and tumor development are related to immune cells and immune genes, so it is particularly important to diagnose the occurrence of AR at an early stage and to analyze the correlation between AR and tumors. In this study, we applied bioinformatics techniques for differential expression analysis and weighted gene co-expression network analysis analysis of AR patients to obtain differentially expressed genes and modular genes significantly associated with AR, respectively, so as to obtain their intersecting genes with immune-related genes; 21 intersecting genes were screened by lasso regression and Boruta algorithm to obtain the genes, and finally, the feature genes that were significantly associated with the dependent variable were further obtained by single-factor and multi-factor logistic regression.
View Article and Find Full Text PDFMedicine (Baltimore)
November 2024
Department of Orthopaedics, Beijing Ditan Hospital Affiliated to Capital Medical University, Chaoyang District, Beijing, China.
Acquired immunodeficiency syndrome is a systemic infectious disease caused by human immunodeficiency virus infection, which could attack the bones and heart. However, the relationship between Nuclear Complex Associated 3 Homolog (NOC3L) and DEAD box helicase 17 (DDX17) and acquired immunodeficiency complicated with viral myocarditis and osteoporosis is unclear. The acquired immune deficiency dataset GSE140713, GSE147162 and the osteoporosis dataset (GSE230665), and viral myocarditis dataset (GSE150392) configuration files were generated from gene expression omnibus.
View Article and Find Full Text PDFBiochem Biophys Rep
March 2025
Department of Genetics and Molecular Biology, Faculty of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
Introduction: Gastric cancer (GC) is among the deadliest malignancies globally, characterized by hypoxia-driven pathways that promote cancer progression, including stemness mechanisms facilitating invasion and metastasis. This study aimed to develop a prognostic decision tree using genes implicated in hypoxia and stemness pathways to predict outcomes in GC patients.
Materials And Methods: GC RNA-seq data from The Cancer Genome Atlas (TCGA) were analyzed to compute hypoxia and stemness scores using Gene Set Variation Analysis (GSVA) and the mRNA expression-based stemness index (mRNAsi).
Cardiovasc Diabetol
January 2025
Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, 29010, Málaga, Spain.
Background: The prevalence of obesity and type 2 diabetes mellitus (T2DM) is rising globally, particularly among children exposed to adverse intrauterine environments, such as those associated with gestational diabetes mellitus (GDM). Epigenetic modifications, specifically DNA methylation, have emerged as mechanisms by which early environmental exposures can predispose offspring to metabolic diseases. This study aimed to investigate DNA methylation differences in children born to mothers with GDM compared to non-GDM mothers, using saliva samples, and to assess the association of these epigenetic patterns with early growth measurements.
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