Facile Dashboard Creation Using Library of Syndromic Surveillance Visualization Tools
نویسنده
چکیده
Introduction Public health surveillance largely relies on the use of surveillance systems to facilitate the identification and investigation of epidemiologic concerns reflected in data. In order to support public health response, these systems must present relevant information, and be user-friendly, dynamic, and easily-implementable. The abundance of R tools freely-available online for data analysis and visualization presents not only opportunities, but also challenges for adoption in that these tools must be integrated so as to allow a structured workflow. Many public health surveillance practitioners do not have the time available to 1) scavenge for tools, 2) align their functions so as to create a relevant set of visuals, and 3) integrate these visuals into a dashboard that allows a streamlined surveillance workflow. An openly-available, structured framework that allows simple integration of analytic capabilities packaged into readilyimplementable modules would simplify the creation of relevant dashboard visuals by surveillance practitioners.
منابع مشابه
Explanatory Lineage
As data analytics becomes mainstream, and the complexity of the underlying data and computation grows, end-users will increasingly rely on visualizations to present simplified statistics that summarizes interesting properties in the data. It is even more important to provide tools that help analysts understand the underlying reasons when they see anomalous results. We envision adding a new expl...
متن کاملEconomic Modeling of Syndromic Surveillance Systems – A Roundtable Discussion on Association of State and Territorial Health Official’s (ASTHO) Investment Decision Model
Introduction One of ASTHO’s key goals is to help its jurisdictions meet member needs for technical assistance, including making informed decisions about their syndromic surveillance options. To help them make such decisions, ASTHO worked with Booz Allen to create a decision analysis model, which factors in both a Value of Information (VOI) model and a Return on Investment (ROI) model. The model...
متن کاملHow Should We Be Conducting Routine Analysis of Traditional Emergency Department Syndromic Surveillance Data?
Introduction Along with commensurate funding, an increased emphasis on syndromic surveillance systems occurred post September 11, 2001 and the subsequent anthrax attacks. Since then, many syndromic surveillance systems have evolved and have ever-increasing functionality and visualization tools. As outbreak detection using these systems has demonstrated an equivocal track record, epidemiologists...
متن کاملA Debate Dashboard to Enhance On-Line Knowledge Sharing
(2010). A debate dashboard to enhance on-line knowledge sharing. Copyright and Moral Rights for the articles on this site are retained by the individual authors and/or other copyright owners. For more information on Open Research Online's data policy on reuse of materials please consult the policies page. Structured Abstract Purpose – Web 2.0 technologies have radically modified the way in whic...
متن کاملA Dashboard for Affective E-learning: Data Visualization for Monitoring Online Learner Emotions
In an ordinary classroom, teachers monitor their students’ emotional reactions while learning, even if only by glancing at their faces while they work. In this way, teachers can gauge the effectiveness of their teaching strategies, determining whether students are bored, frustrated, or anxious. Teachers can see how emotions change over time, perhaps from positive, to challenged, and later trium...
متن کامل