{"title":"Less Is More: Design Considerations for Interactive Pharmacometrics Tools—A Case Study Using the Model Visualization Platform (MVP) App","authors":"Steve Choy, Jin Gyu Kim, Julia Korell","doi":"10.1002/psp4.70023","DOIUrl":null,"url":null,"abstract":"<p>The shiny R package has enabled pharmacometrics (PMX) scientists to create and share interactive R-based tools, or “shiny apps”. Initially, shiny apps are developed ad hoc (i.e. project specific) to provide simulations, and their complexity have evolved to be more general-purpose and “platform-like” in recent years. Despite their complexity and increased amount of features, an unexplored aspect is the design considerations for user interface and user experience (UI/UX) to optimize end-user interactivity and enjoyment.</p>","PeriodicalId":10774,"journal":{"name":"CPT: Pharmacometrics & Systems Pharmacology","volume":"14 5","pages":"819-821"},"PeriodicalIF":3.0000,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/psp4.70023","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"CPT: Pharmacometrics & Systems Pharmacology","FirstCategoryId":"3","ListUrlMain":"https://ascpt.onlinelibrary.wiley.com/doi/10.1002/psp4.70023","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0
Abstract
The shiny R package has enabled pharmacometrics (PMX) scientists to create and share interactive R-based tools, or “shiny apps”. Initially, shiny apps are developed ad hoc (i.e. project specific) to provide simulations, and their complexity have evolved to be more general-purpose and “platform-like” in recent years. Despite their complexity and increased amount of features, an unexplored aspect is the design considerations for user interface and user experience (UI/UX) to optimize end-user interactivity and enjoyment.
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