SIAmodules: Modules for ShinyItemAnalysis.

0580452 - ÚI 2024 RIV CH eng A - Abstrakt
Martinková, Patrícia - Netík, Jan
SIAmodules: Modules for ShinyItemAnalysis.
Psychoco 2023: Program. Zurich: University of Zurich, 2023. s. 88-88.
[PSYCHOCO: International Workshop on Psychometric Computing. 08.06.2023-09.06.2023, Zurich]
Grant CEP: GA ČR(CZ) GA21-03658S
Institucionální podpora: RVO:67985807
Klíčová slova: psychometrics * item response theory * graphical user interface * R
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://www.psychoco.org/2023/program.html

ZÁKLADNÍ ÚDAJE: Psychoco 2023: Program. Zurich: University of Zurich, 2023. s. 88-88. [PSYCHOCO: International Workshop on Psychometric Computing. 08.06.2023-09.06.2023, Zurich]. ABSTRAKT: ShinyItemAnalysis (Martinková & Hladká, 2018) is an R package and Shiny application for interactive presentation of psychometric methods and for measurement data analysis. In this work, we present a new feature which is being introduced in the latest version of ShinyItemAnalysis, called 'SIA modules'. Add-on modules allow researchers and practitioners to offer new analytical methods for wider use. SIA modules are designed to integrate with and build upon the ShinyItemAnalysis interactive application, enabling them to leverage the existing infrastructure for tasks such as data uploading and processing. They can access a range of outputs from various analyses, including item response theory models, exploratory factor analysis, or differential item functioning models. Because SIA modules come in R packages (or extend the existing ones), they may come bundled with their own datasets, use compiled code, etc. We demonstrate the concepts using sample modules from the newly introduced SIAmodules R package.
Trvalý link: https://hdl.handle.net/11104/0349222