用于复杂医疗调查研究的自动数据收集、整理和可视化的基于Web的工具,包括社交网络分析
A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis
AI总结:
本研究设计并构建了一个基于Web的平台,整合了医疗调查中问卷创建、数据收集、整理与可视化等流程,通过直观的图形界面隐藏技术复杂性,有效避免了手动数据处理,提升了效率与准确性。
摘要:
如今,人们对酒精消费和药物滥用问题,尤其是在年轻人中的情况,非常关注。通过分析青少年所处的社交环境,以及利用AUDIT、FAS、KIDSCREEN等问卷确定一系列衡量酒精滥用风险、个人状况和感知的指标,我们能够深入了解特定个体当前在消费行为方面的状况。然而,要实现这一分析,需要使用能够简化问卷创建、数据收集、整理和表示,以及后续分析和可视化过程的工具。本研究介绍了一个基于Web的平台的设计与构建,该平台能够通过将不同阶段整合到一个直观的系统中来促进上述每一个过程。该系统配有图形用户界面,隐藏了所用问卷和技术的底层复杂性,并以灵活且可视化的方式呈现结果,避免了整个过程中任何手动处理数据的操作。本文展示了该方法的优势,并将其与之前的情况进行了比较,在以前的情况下,一些任务是通过耗时且容易出错的数据操作来完成的。
英文摘要:
There is a great concern nowadays regarding alcohol consumption and drug abuse, especially in young people. Analyzing the social environment where these adolescents are immersed, as well as a series of measures determining the alcohol abuse risk or personal situation and perception using a number of questionnaires like AUDIT, FAS, KIDSCREEN, and others, it is possible to gain insight into the current situation of a given individual regarding his/her consumption behavior. But this analysis, in order to be achieved, requires the use of tools that can ease the process of questionnaire creation, data gathering, curation and representation, and later analysis and visualization to the user. This research presents the design and construction of a web-based platform able to facilitate each of the mentioned processes by integrating the different phases into an intuitive system with a graphical user interface that hides the complexity underlying each of the questionnaires and techniques used and presenting the results in a flexible and visual way, avoiding any manual handling of data during the process. Advantages of this approach are shown and compared to the previous situation where some of the tasks were accomplished by time consuming and error prone manipulations of data.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。