Development of Interactive Shiny Modules for Psychometric Research Dissemination

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F25%3A00639265" target="_blank" >RIV/67985807:_____/25:00639265 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.psychometricsociety.org/post/development-interactive-shiny-modules-psychometric-research-dissemination" target="_blank" >https://www.psychometricsociety.org/post/development-interactive-shiny-modules-psychometric-research-dissemination</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Development of Interactive Shiny Modules for Psychometric Research Dissemination

Popis výsledku v původním jazyce

Shiny applications are interactive web applications built entirely in R, designed for general data visualization and analysis. They enable dynamic demonstrations of statistical concepts and algorithms, facilitating teaching, learning, and dissemination of methodological research. ShinyItemAnalysis (SIA) is an R package and Shiny application specifically designed for the interactive presentation of psychometric methods and the analysis of multi-item measurements in education, psychology, and related fields (Martinková & Hladká, 2023). The package recently introduced open, extendable functionality through add-on modules that can easily reuse features already implemented in the main SIA application (Martinková, Netík, & Hladká, 2025). In this workshop, participants will explore the fundamentals of building Shiny applications using a traditional approach and contrast it with the innovative modular framework of SIA, which will be the primary focus for the remainder of the session. We will provide a comprehensive overview of the SIA infrastructure, combining psychometric concepts with practical functionalities such as data uploading and processing. The workshop also includes a hands-on introduction to the SIAtools package, designed to streamline the development of add-on modules. Practical demonstrations will feature sample modules from SIAmodules and other packages, providing participants with actionable insights into designing and deploying their own interactive applications for psychometric research and education.

Název v anglickém jazyce

Development of Interactive Shiny Modules for Psychometric Research Dissemination

Popis výsledku anglicky

Shiny applications are interactive web applications built entirely in R, designed for general data visualization and analysis. They enable dynamic demonstrations of statistical concepts and algorithms, facilitating teaching, learning, and dissemination of methodological research. ShinyItemAnalysis (SIA) is an R package and Shiny application specifically designed for the interactive presentation of psychometric methods and the analysis of multi-item measurements in education, psychology, and related fields (Martinková & Hladká, 2023). The package recently introduced open, extendable functionality through add-on modules that can easily reuse features already implemented in the main SIA application (Martinková, Netík, & Hladká, 2025). In this workshop, participants will explore the fundamentals of building Shiny applications using a traditional approach and contrast it with the innovative modular framework of SIA, which will be the primary focus for the remainder of the session. We will provide a comprehensive overview of the SIA infrastructure, combining psychometric concepts with practical functionalities such as data uploading and processing. The workshop also includes a hands-on introduction to the SIAtools package, designed to streamline the development of add-on modules. Practical demonstrations will feature sample modules from SIAmodules and other packages, providing participants with actionable insights into designing and deploying their own interactive applications for psychometric research and education.

Druh

W - Uspořádání workshopu

CEP obor

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OECD FORD obor

10103 - Statistics and probability

Projekt

<a href="/cs/project/EH22_008%2F0004583" target="_blank" >EH22_008/0004583: Excelentní výzkum v oblasti digitálních technologií a wellbeingu</a><br>

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Místo konání akce

Minneapolis

Stát konání akce

US - Spojené státy americké

Datum zahájení akce

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Datum ukončení akce

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Celkový počet účastníků

20

Počet zahraničních účastníků

20

Typ akce podle státní přísl. účastníků

WRD - Celosvětová akce