The design and evaluation of DACADE visual tool: Theoretical implications

A goal of every designer is to create successful products for consumers. In creating a successful product, it is crucial for a designer to understand consumers’ perceptions of a product early in the design process. Nevertheless, design students lack the necessary data collection and user testing skills to support effective design decision-making. Consequently, their products might not be acceptable to the intended consumers and are thus likely to fail in the marketplace. For design students to acquire those skills, design curricula should incorporate statistical courses teaching the concepts of data and user testing. We addressed this challenge by developing an automated visual tool named DACADE, assisting design students to systematically collect and analyze data. This paper reports the theoretical implications discovered during the process from designing through to implementing and evaluating DACADE concerning the transfer of learning, the appropriateness of graphics used in a software tool, and user motivation in a learning environment.

[1]  David E. Kieras,et al.  An Approach to the Formal Analysis of User Complexity , 1999, Int. J. Man Mach. Stud..

[2]  Alet C. Erasmus,et al.  The potential of using script theory in consumer behaviour research , 2010 .

[3]  Michelle Cook Visual representations in science education: The influence of prior knowledge and cognitive load theory on instructional design principles , 2006 .

[4]  Sara West Bechtold,et al.  The Cognitive Theory of Multimedia Learning: The Impact of Social Cues , 2017 .

[5]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[6]  Richard E. Mayer,et al.  A Cognitive Theory of Multimedia Learning: Implications for Design Principles , 2001 .

[7]  Richard E. Mayer,et al.  When less is more: Meaningful learning from visual and verbal summaries of science textbook lessons. , 1996 .

[8]  Peter G. Polson,et al.  Transfer between text editors , 1987, CHI '87.

[9]  Martin Schrepp,et al.  GOMS analysis as a tool to investigate the usability of web units for disabled users , 2010, Universal Access in the Information Society.

[10]  Li Yu-gui Schema Theory and College English Reading Teaching , 2005 .

[11]  Martin Valcke,et al.  Multimedia learning in social sciences: limitations of external graphical representations , 2005, Comput. Hum. Behav..

[12]  Nancy Staggers,et al.  Mental Models: Concepts for Human-Computer Interaction Research , 1993, Int. J. Man Mach. Stud..

[13]  Emilie Poirson,et al.  A method for perceptual evaluation of products by naive subjects: Application to car engine sounds. , 2010 .

[14]  Graham Cooper,et al.  Research into Cognitive Load Theory and Instructional Design at UNSW , 2008 .

[15]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[16]  Gaochao Xu,et al.  A Teaching Model Based on Schema Theory in Data Mining Curriculum , 2008, 2008 International Conference on Computer Science and Software Engineering.

[17]  David E. Kieras,et al.  The Acquisition and Performance of Text-Editing Skill: A Cognitive Complexity Analysis , 1990, Hum. Comput. Interact..

[18]  Allen Newell,et al.  Computer text-editing: An information-processing analysis of a routine cognitive skill , 1980, Cognitive Psychology.

[19]  P. Johnson-Laird,et al.  Mental Models: Towards a Cognitive Science of Language, Inference, and Consciousness , 1985 .

[20]  Gitte Lindgaard,et al.  The Design and Usability Testing of DACADE - A Tool Supporting Systematic Data Collection and Analysis for Design Students , 2013, INTERACT.

[21]  Gitte Lindgaard,et al.  EVALUATING A VISUAL TOOL FOR SYSTEMATIC DATA COLLECTION AND ANALYSIS FOR DESIGN STUDENTS , 2015 .

[22]  F. Bartlett,et al.  Remembering: A Study in Experimental and Social Psychology , 1932 .