TestAnaAPP: An interactive R-shiny application for various test analysis methods
This paper presents TestAnaAPP, an interactive, user-friendly R package designed for conducting psychometric analyses in social science. It offers a comprehensive suite of psychometric analyses, including factor analysis (FA), classical test theory (CTT), unidimensional and multidimensional item res...
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| Format: | Article |
| Language: | English |
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Elsevier
2024-12-01
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| Series: | SoftwareX |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711024003376 |
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| _version_ | 1850066033834983424 |
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| author | Youxiang Jiang Qing Zeng Hongbo Wen |
| author_facet | Youxiang Jiang Qing Zeng Hongbo Wen |
| author_sort | Youxiang Jiang |
| collection | DOAJ |
| description | This paper presents TestAnaAPP, an interactive, user-friendly R package designed for conducting psychometric analyses in social science. It offers a comprehensive suite of psychometric analyses, including factor analysis (FA), classical test theory (CTT), unidimensional and multidimensional item response theory (IRT), continuous response model (CRM), and differential item functioning (DIF) analysis. These methods are commonly employed in data mining of tests and questionnaires. As demonstrated in this paper, TestAnaAPP empowers researchers and practitioners from diverse fields with an interest in applying psychometric methods to seamlessly perform analyses, access comprehensive data analysis results, generate visualizations, obtain detailed analysis reports, and more. |
| format | Article |
| id | doaj-art-2fb6a737880644df8cef81f0af37d36a |
| institution | DOAJ |
| issn | 2352-7110 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj-art-2fb6a737880644df8cef81f0af37d36a2025-08-20T02:48:51ZengElsevierSoftwareX2352-71102024-12-012810196710.1016/j.softx.2024.101967TestAnaAPP: An interactive R-shiny application for various test analysis methodsYouxiang Jiang0Qing Zeng1Hongbo Wen2Collaborative Innovation Center of Assessment toward Basic Education Quality, Beijing Normal University, No.19, Xinjiekouwai St, Hai Dian District, Beijing 100875, PR ChinaCollaborative Innovation Center of Assessment toward Basic Education Quality, Beijing Normal University, No.19, Xinjiekouwai St, Hai Dian District, Beijing 100875, PR ChinaCorresponding author.; Collaborative Innovation Center of Assessment toward Basic Education Quality, Beijing Normal University, No.19, Xinjiekouwai St, Hai Dian District, Beijing 100875, PR ChinaThis paper presents TestAnaAPP, an interactive, user-friendly R package designed for conducting psychometric analyses in social science. It offers a comprehensive suite of psychometric analyses, including factor analysis (FA), classical test theory (CTT), unidimensional and multidimensional item response theory (IRT), continuous response model (CRM), and differential item functioning (DIF) analysis. These methods are commonly employed in data mining of tests and questionnaires. As demonstrated in this paper, TestAnaAPP empowers researchers and practitioners from diverse fields with an interest in applying psychometric methods to seamlessly perform analyses, access comprehensive data analysis results, generate visualizations, obtain detailed analysis reports, and more.http://www.sciencedirect.com/science/article/pii/S2352711024003376R-shinyTest analysis applicationClassical test theoryItem response theoryContinuous response model |
| spellingShingle | Youxiang Jiang Qing Zeng Hongbo Wen TestAnaAPP: An interactive R-shiny application for various test analysis methods SoftwareX R-shiny Test analysis application Classical test theory Item response theory Continuous response model |
| title | TestAnaAPP: An interactive R-shiny application for various test analysis methods |
| title_full | TestAnaAPP: An interactive R-shiny application for various test analysis methods |
| title_fullStr | TestAnaAPP: An interactive R-shiny application for various test analysis methods |
| title_full_unstemmed | TestAnaAPP: An interactive R-shiny application for various test analysis methods |
| title_short | TestAnaAPP: An interactive R-shiny application for various test analysis methods |
| title_sort | testanaapp an interactive r shiny application for various test analysis methods |
| topic | R-shiny Test analysis application Classical test theory Item response theory Continuous response model |
| url | http://www.sciencedirect.com/science/article/pii/S2352711024003376 |
| work_keys_str_mv | AT youxiangjiang testanaappaninteractivershinyapplicationforvarioustestanalysismethods AT qingzeng testanaappaninteractivershinyapplicationforvarioustestanalysismethods AT hongbowen testanaappaninteractivershinyapplicationforvarioustestanalysismethods |