The objective of this research is to identify the factors that are the drivers of innovation and to propose a means of measuring firm-specific innovation within a nation. Innovation leads to competitive advantages, as well as maximizing profits for a firm, so it is imperative that the firms have tools that measure how innovative they are compared to other firms within the same industry. The eme...

In the past, statisticians, programmers, and data scientists handled analytics, rarely interacting with companies directly. However, this "experts only" method of analysis display has been altered by more user-friendly visualization, dashboards, mashup technologies. With improvements that make it possible for people at all levels an organization to analyze in meaningful ways, analytics is being...

Assessing group collaboration is a critical element in Problem-based Learning (PBL). In asynchronous online PBL settings, facilitators encounter challenges to assess because of delayed responses, lack social cues, and the orchestration load. Teacher dashboards have potential support by providing synthesized visualized information about student learning. Previous studies explored facilitators’ u...