shinybeez:一个用于行为经济的简单需求和折扣的闪亮应用程序。

IF 1.4 3区 心理学 Q4 BEHAVIORAL SCIENCES
Brent A. Kaplan, Derek D. Reed
{"title":"shinybeez:一个用于行为经济的简单需求和折扣的闪亮应用程序。","authors":"Brent A. Kaplan,&nbsp;Derek D. Reed","doi":"10.1002/jeab.70000","DOIUrl":null,"url":null,"abstract":"<p>This article introduces <i>shinybeez</i>, a free and open-source web application designed to streamline behavioral economic analyses of demand and discounting data. Although quantitative modeling of behavioral economic phenomena has increased in popularity and led to translational successes in clinical practice and policy, complex analyses have remained a barrier for many researchers and practitioners. The <i>shinybeez</i> application addresses this gap by providing an intuitive interface for conducting descriptive and inferential analyses without requiring programming expertise. The app integrates features previously scattered across multiple tools, allowing users to upload data, calculate empirical measures, identify systematic data sets, fit nonlinear models, and visualize results—all within a single platform. The <i>shinybeez</i> application supports various types of analysis for demand and discounting data, including indifference point data and the 27-Item Monetary Choice Questionnaire. Built on R Shiny and leveraging existing R packages, the app ensures reproducibility and consistency with underlying analytical methods while remaining flexible for future enhancements. The advantages of <i>shinybeez</i> include its accessibility through web browsers or local installation, ability to handle large data sets, and customizable data visualization options. By consolidating behavioral economic tools into a user-friendly interface, <i>shinybeez</i> is intended to broaden the reach of these analytical techniques and facilitate their application in addressing societal issues.</p>","PeriodicalId":17411,"journal":{"name":"Journal of the experimental analysis of behavior","volume":"123 2","pages":"355-376"},"PeriodicalIF":1.4000,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"shinybeez: A Shiny app for behavioral economic easy demand and discounting\",\"authors\":\"Brent A. Kaplan,&nbsp;Derek D. Reed\",\"doi\":\"10.1002/jeab.70000\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>This article introduces <i>shinybeez</i>, a free and open-source web application designed to streamline behavioral economic analyses of demand and discounting data. Although quantitative modeling of behavioral economic phenomena has increased in popularity and led to translational successes in clinical practice and policy, complex analyses have remained a barrier for many researchers and practitioners. The <i>shinybeez</i> application addresses this gap by providing an intuitive interface for conducting descriptive and inferential analyses without requiring programming expertise. The app integrates features previously scattered across multiple tools, allowing users to upload data, calculate empirical measures, identify systematic data sets, fit nonlinear models, and visualize results—all within a single platform. The <i>shinybeez</i> application supports various types of analysis for demand and discounting data, including indifference point data and the 27-Item Monetary Choice Questionnaire. Built on R Shiny and leveraging existing R packages, the app ensures reproducibility and consistency with underlying analytical methods while remaining flexible for future enhancements. The advantages of <i>shinybeez</i> include its accessibility through web browsers or local installation, ability to handle large data sets, and customizable data visualization options. By consolidating behavioral economic tools into a user-friendly interface, <i>shinybeez</i> is intended to broaden the reach of these analytical techniques and facilitate their application in addressing societal issues.</p>\",\"PeriodicalId\":17411,\"journal\":{\"name\":\"Journal of the experimental analysis of behavior\",\"volume\":\"123 2\",\"pages\":\"355-376\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2025-03-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the experimental analysis of behavior\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/jeab.70000\",\"RegionNum\":3,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BEHAVIORAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the experimental analysis of behavior","FirstCategoryId":"102","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jeab.70000","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BEHAVIORAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

本文介绍了shinybeez,这是一个免费的开源web应用程序,旨在简化需求和折扣数据的行为经济分析。尽管行为经济现象的定量建模越来越受欢迎,并在临床实践和政策方面取得了成功,但复杂的分析仍然是许多研究人员和实践者的障碍。shinybeez应用程序通过提供一个直观的界面来进行描述性和推断性分析,而不需要编程专业知识,从而解决了这一问题。该应用程序集成了以前分散在多个工具中的功能,允许用户上传数据,计算经验措施,识别系统数据集,拟合非线性模型,并将结果可视化-所有这些都在一个平台内。shinybeez应用程序支持各种类型的需求和折扣数据分析,包括无差异点数据和27项货币选择问卷。该应用程序基于R Shiny并利用现有的R包,确保了与底层分析方法的再现性和一致性,同时为未来的增强保持灵活性。shinybeez的优点包括通过web浏览器或本地安装的可访问性、处理大型数据集的能力以及可定制的数据可视化选项。通过将行为经济学工具整合到一个用户友好的界面中,shinybeez旨在扩大这些分析技术的范围,并促进它们在解决社会问题方面的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
shinybeez: A Shiny app for behavioral economic easy demand and discounting

This article introduces shinybeez, a free and open-source web application designed to streamline behavioral economic analyses of demand and discounting data. Although quantitative modeling of behavioral economic phenomena has increased in popularity and led to translational successes in clinical practice and policy, complex analyses have remained a barrier for many researchers and practitioners. The shinybeez application addresses this gap by providing an intuitive interface for conducting descriptive and inferential analyses without requiring programming expertise. The app integrates features previously scattered across multiple tools, allowing users to upload data, calculate empirical measures, identify systematic data sets, fit nonlinear models, and visualize results—all within a single platform. The shinybeez application supports various types of analysis for demand and discounting data, including indifference point data and the 27-Item Monetary Choice Questionnaire. Built on R Shiny and leveraging existing R packages, the app ensures reproducibility and consistency with underlying analytical methods while remaining flexible for future enhancements. The advantages of shinybeez include its accessibility through web browsers or local installation, ability to handle large data sets, and customizable data visualization options. By consolidating behavioral economic tools into a user-friendly interface, shinybeez is intended to broaden the reach of these analytical techniques and facilitate their application in addressing societal issues.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.90
自引率
14.80%
发文量
83
审稿时长
>12 weeks
期刊介绍: Journal of the Experimental Analysis of Behavior is primarily for the original publication of experiments relevant to the behavior of individual organisms.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信