Řazení po semestrech Klasické řazení Prezentace
ESF OSMA Mini-course in Open Science & Meta-analysis
Název anglicky: Mini-course in Open Science & Meta-analysis
profesní vzdělávání, prezenční, vyučovací jazyk: angličtina angličtina
Zahrnut v programu: ESF C-MVE Mezioborové vzdělávání na ECON MUNI

Charakteristika plánu CŽV

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  • Představení plánu CŽV (cíle vzdělávání)
    This course aims to provide a critical view on the “rules of a game named science” and introduces remedies to the manifold issues jeopardizing the credibility of scientific results: power calculations, confirmatory research (pre-registration), and open and transparent research practices. In addition, the course covers the fundamentals of meta-analysis, a method used to systematically combine results from multiple studies to assess consistency, resolve conflicting findings, and improve the precision of effect size estimation.
  • Další informace
    https://esa2025.econ.muni.cz/summer-schools
  • Výstupy z učení
    Upon successful completion of the course, students are expected to: (i) understand why and how common (mal)practices in scholarly research translate into low levels of replicability and low reliability;
    (ii) understand the virtue of confirmatory research and transparent research practices regarding the credibility of research findings;
    (iii) be able to undertake a priori power calculations and sensitivity analysis, and to devise pre-analysis plans for research projects;
    (iv) be able to critically assess scientific projects and results with respect to malpractices, research integrity, and ethical aspects;
    (v) understand the relative advantages of conducting meta-analyses as compared with narrative literature reviews;
    (vi) understand the principles of meta-analysis, including such steps as study selection, choice of summary statistics, moderators, and models;
    (vii) be able to conduct a meta-analysis using Stata, including such steps as heterogeneity assessment, subgroup analysis, meta-regression, and bias detection and mitigation;
    (viii) be able to critically evaluate published meta-analyses, identifying methodological strengths or weaknesses.
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Průchod plánem CŽV

Předmět

Kód Název Garant Ukončení Rozsah Kreditů Semestr
ESF:DXX_OSMAMini-course in Open Science & Meta-analysis M. Fišarz 0/242 -
2 kredity