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Lecturer(s)
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Mandysová Petra, doc. MSN, Ph.D.
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Hrabalíková Ludmila, RNDr. Ph.D.
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Course content
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Quantitative research and its design, IT tools. Operationalization of variables, validity, and reliability in statistics. Descriptive epidemiological methods and studies. Exploratory analysis of one-dimensional data. Statistical testing of numerical data (parametric and non-parametric tests). Statistical testing of nominal data. Questionnaire surveys and evaluation of collected data. Summary of principles for statistical data processing in the context of nursing and healthcare in general. Introduction to working with STATISTICA software. Practicing exploratory analysis. Statistical testing of numerical data by parametric and non-parametric tests. Statistical testing of nominal data. Preparation for statistical data processing within the thesis, use of IT tools.
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Learning activities and teaching methods
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Monologic (reading, lecture, briefing), Methods of individual activities, Skills training
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Learning outcomes
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The aim of the course is to introduce students to an overview of methods of interactive statistical data processing in healthcare on a computer. The course includes individual problem solving tasks from healthcare practice using statistical software called STATISTICA.
Students know and can work with the most commonly used software in the Czech Republic in the field of computer analysis of medical and other scientific data. In addition to the methodology of data analysis, students also learn the principles and rules for data interpretation in clinical and practical use.
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Prerequisites
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unspecified
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Assessment methods and criteria
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Oral examination, Home assignment evaluation, Didactic test
Specified compulsory attendance at lectures and seminars Writing a semester paper. Passing exam test Passing oral exam
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Recommended literature
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HENDL, J.; REMR, J. Metody výzkumu a evaluace. 1. vyd. Praha: Portál, 2017. ISBN 978-80-262-1192-1.
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HOLÁ, J. Úvod do statistické analýzy jednorozměrných dat. Pardubice: Univerzita Pardubice, 2012.
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MELOUN, M.; MILITKÝ, J. Interaktivní statistická analýza dat. 3. vyd. Praha: Karolinum, 2012.
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PECÁKOVÁ, I.; NOVÁK, I.; HERZAMNN, J. Pořizování a vyhodnocování dat ve výzkumech veřejného mínění. Praha: VŠE, 1998.
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ZVÁROVÁ, J. Základy statistiky pro biomedicínské obory. 1. vyd. Praha: Karolinum, 2004.
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