OBJECTIVE To design, develop and prototype clinical dashboards to integrate high-frequency health and wellness data streams using interactive and real-time data visualisation and analytics modalities. MATERIALS AND METHODS We developed a clinical dashboard development framework called electronic healthcare data visualization (EHDViz) toolkit for generating web-based, real-time clinical dashbo...

Business Dashboards have become an important Business Intelligence (BI) tool available to managers and executives to monitor various aspects of organizational functioning including continuous performance monitoring. Similar to the dashboard on a car that shows the current status of the trip and monitors vital statistics of the car, business dashboards can offer realtime information about the or...

Historically, clinical/biomedical engineering departments in hospitals have lagged in adoption of some of the leading-edge information system tools used in other industries. The clinical/biomedical engineering staff is responsible for ensuring that all medical devices are safe and ready to use, whether actively used in a hospital or buried deep in a stack of containers that the military keeps f...

Data-rich dashboards are an effective way to communicate with surgeons and align them with OR goals, but many reporting strategies have not kept pace with changes in the surgery market. Outcomes-based payment models have made traditional surgeon dashboards inadequate. To remain effective, physician dashboards that capture more comprehensive information should be used to track a broader range of...

Public organizations show growing interest in the development of dashboards that aid relief agency managers in crisis preparation. Yet, there is a dearth of research on the development of such dashboards. This paper discusses the experiences gained from a pioneering Living Lab on the development and evaluation of dashboards for assessing crisis preparedness. In order to evaluate and further imp...

PROBLEM The Commission on Information and Accountability for Women's and Children's Health of the World Health Organization (WHO) reported that national health outcome data were often of questionable quality and "not timely enough for practical use by health planners and administrators". Delayed reporting of poor-quality data limits the ability of front-line staff to identify problems rapidly a...

The real Cloud and Ubiquitous Manufacturing systems require effectiveness and permanent availability of resources, their capacity and scalability. One of the most important problems for applications management over cloud based platforms, which are expected to support eficient scalability and resources coordination following SaaS implementation model, is their interoperability. Even application ...

Online learning analytics dashboards are already available in various online learning platforms and are in use at schools and universities. In this paper we give an overview about several existing dashboard applications. Most of these dashboards are either targeted at teachers and tutors or focus on the presentation of research relevant learning analytics concepts. We present two surveys among ...

Objective The aim of this study is to offer appropriate criteria to evaluate effective dashboards for healthcare organizations. Method In a Delphi study, a team of information technology consultants were asked to determine a set of user interface requirements for evaluating, building or selecting the dashboard. In the first round, a list of main features or criteria to be used was determined ...