Orchestrating Data, Design, and Narrative: Information Visualization for Sense- and Decision-Making in Online Learning

Orchestrating Data, Design, and Narrative: Information Visualization for Sense- and Decision-Making in Online Learning

Charles Miller (University of Minnesota, USA), Lucas Lecheler (University of Minnesota, USA), Bradford Hosack (University of Minnesota, USA), Aaron Doering (University of Minnesota, USA) and Simon Hooper (Penn State University, USA)
Copyright: © 2012 |Pages: 15
DOI: 10.4018/ijcbpl.2012040101
OnDemand PDF Download:
$30.00
List Price: $37.50

Abstract

Information visualization involves the visual, and sometimes interactive, presentation and organization of complex data in a clear, compelling representation. Information visualization is an essential element in peoples’ daily lives, especially those in data-driven professions, namely online educators. Although information visualization research and methods are prevalent in the diverse fields of healthcare, statistics, economics, information technology, computer science, and politics, few examples of successful information visualization design or integration exist in online learning. The authors provide a background of information visualization in education, explore a set of potential roles for information visualization in the future design and integration of online learning environments, provide examples of contemporary interactive visualizations in education, and discuss opportunities to move forward with design and research in this emerging area.
Article Preview

Introduction

The availability of large datasets combined with exponential growth in hardware and software capability creates the potential to improve communication through the use of enhanced visualization techniques (Cleveland, 1987; Sawant & Healey, 2007; Ware, 2004). Scientists relying heavily on programming-oriented and conceptual systems of analyzing data through algorithmic procedures are often overwhelmed by the amount of information that is gained through contemporary processes, especially when communication to public audiences is involved (West, 1997). Thus, in order for new information and knowledge to be created from collected data, scientists and analysts must visually organize complex data sets into simplified perceptual models that present a fresh perspective for both novices and experts alike. This union of information analysis and communication design is the foundation of information visualization (InfoViz).

InfoViz, also known as information design, “uses pictures, symbols, colors, and words to communicate ideas, illustrate information, or express relationships visually” (Emerson, 2008, p. 4). With relation to the vital experience element of InfoViz and the proposed context of designing and developing online learning, Wilson (2005) illustrates an aesthetic perspective on instructional design as the careful orchestration of available design elements to provide a heightened and lasting experience for learners. This is a dynamic in which InfoViz can play a powerful role, but rarely does in our field. To this extent and for purposes of this paper, we amend the above definition of InfoViz to also include the orchestration of data, design, and narrative.

InfoViz in today’s society involves uses for analysis, advocacy, consumer education, and strategy (Emerson, 2008), and is prevalent in the fields of healthcare, statistics, economics, information technology, environmental science, computer science, and politics. InfoViz is rapidly becoming a fundamental element in the evolution of these fields (Lau & Moere, 2007), and as a result, more essential in our daily lives, especially those in data-driven professions. Teaching, in many ways, is a data-driven profession, yet the use of InfoViz in the design of online learning environments is only in its infancy when supporting students and teachers in knowledge acquisition, sense-making, and decision-making.

To remedy the scarcity of successful InfoViz examples in the design and integration of online learning, in this article we present (1) a background of InfoViz in education; (2) a framework of potential InfoViz opportunities for designers, researchers, teachers, and students; (3) illustrative examples of InfoViz in two current online learning environments; and (4) a prospective roadmap for future InfoViz design and research in online learning.

Complete Article List

Search this Journal:
Reset
Open Access Articles: Forthcoming
Volume 7: 4 Issues (2017): 3 Released, 1 Forthcoming
Volume 6: 4 Issues (2016)
Volume 5: 4 Issues (2015)
Volume 4: 4 Issues (2014)
Volume 3: 4 Issues (2013)
Volume 2: 4 Issues (2012)
Volume 1: 4 Issues (2011)
View Complete Journal Contents Listing