Development of scales for the measurement of principles of design

Principles of design have been widely applied by practitioners such as photographers, artists, architects, designers, and others for many years. This paper examines whether the principles advocated by practitioners systematically and reliably influence perceived aesthetics and perceived ease of use constructs that are important for the evaluation of websites. To examine these relationships, the paper offers an operational definition, develops and validates a measurement tool for assessing the principles. To provide a comprehensive and broad definition of the principles, over 20 books written by practitioners were reviewed and more than 100 questionnaire items were extracted. These items were further refined through two rounds of content analysis using emergent and a priori coding with 10 judges and 2 experts. The remaining items from the two rounds of coding were examined using surveys. Exploratory and confirmatory factor analyses were performed. The results show that the items under 6 constructs have adequate convergent and discriminant validity. Lastly, a field study testing effects of the principles on perceived ease of use and aesthetics was conducted. The results show that principles of design predict perceived ease of use better than perceived aesthetics. Implications for practice and research are discussed.

[1]  W. Dunlap,et al.  Influence of Value on Spatial Balance of Color Pairs , 1987 .

[2]  Andreas Sonderegger,et al.  The influence of prototype fidelity and aesthetics of design in usability tests: effects on user behaviour, subjective evaluation and emotion. , 2009, Applied ergonomics.

[3]  David A. Madsen,et al.  Architectural Drafting and Design , 1986 .

[4]  Tibert Verhagen,et al.  Understanding virtual world usage: A multipurpose model and empirical testing , 2009, ECIS.

[5]  Krome Barratt,et al.  Logic and design , 1989 .

[6]  Jinwoo Kim,et al.  Visualizing E-Brand Personality: Exploratory Studies on Visual Attributes and E-Brand Personalities in Korea , 2005, Int. J. Hum. Comput. Interact..

[7]  Paul van Schaik,et al.  Modelling user experience - An agenda for research and practice , 2010, Interact. Comput..

[8]  Gitte Lindgaard,et al.  An exploration of relations between visual appeal, trustworthiness and perceived usability of homepages , 2011, TCHI.

[9]  Krome Barratt Logic and design , 1989 .

[10]  Sangwon Lee,et al.  Understanding user preferences based on usability and aesthetics before and after actual use , 2010, Interact. Comput..

[11]  Jyh-Rong Chou,et al.  A Gestalt-like perceptual measure for home page design using a fuzzy entropy approach , 2006, Int. J. Hum. Comput. Stud..

[12]  Elizabeth Anderson Feisner Colour : How to Use Colour in Art and Design , 2000 .

[13]  Dave Lawrence,et al.  Balanced website design - optimising aesthetics, usability and purpose , 2006 .

[14]  Wucius Wong,et al.  Principles of Two-Dimensional Design , 1972 .

[15]  Morten Moshagen,et al.  Facets of visual aesthetics , 2010, Int. J. Hum. Comput. Stud..

[16]  Rolf Nelson,et al.  When does grouping happen? , 2003, Acta psychologica.

[17]  N. Schwarz,et al.  Processing Fluency and Aesthetic Pleasure: Is Beauty in the Perceiver's Processing Experience? , 2004, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[18]  S. Palmer Perceptual Grouping: It's Later Than You Think , 2002 .

[19]  David Chek Ling Ngo,et al.  Formalising guidelines for the design of screen layouts , 2000 .

[20]  Rolph E. Anderson,et al.  Multivariate data analysis with readings (2nd ed.) , 1986 .

[21]  Noam Tractinsky,et al.  Assessing dimensions of perceived visual aesthetics of web sites , 2004 .

[22]  Ahamed AlTaboli,et al.  Investigating Effects of Screen Layout Elements on Interface and Screen Design Aesthetics , 2011, Adv. Hum. Comput. Interact..

[23]  M. J. Sharps,et al.  Gestalt and feature-intensive processing: Toward a unified model of human information processing , 2002 .

[24]  Morten Moshagen,et al.  A blessing, not a curse: Experimental evidence for beneficial effects of visual aesthetics on performance , 2009, Ergonomics.

[25]  John Tollett The Non-Designer's Web Book , 2000 .

[26]  W. Dunlap,et al.  Influence of chroma and hue on spatial balance of color Pairs , 1988 .

[27]  Paul Cleveland,et al.  Aesthetics and complexity in digital layout systems , 2008, Digit. Creativity.

[28]  David Chek Ling Ngo,et al.  Measuring the aesthetic elements of screen designs , 2001 .

[29]  Thompson S. H. Teo,et al.  Product attributes and brand equity in the mobile domain: The mediating role of customer experience , 2012, Int. J. Inf. Manag..

[30]  Dianne Cyr,et al.  Colour appeal in website design within and across cultures: A multi-method evaluation , 2010, Int. J. Hum. Comput. Stud..

[31]  Robin Landa,et al.  Graphic Design Solutions , 1996 .

[32]  Alan Hashimoto,et al.  Visual Design Fundamentals: A Digital Approach , 2003 .

[33]  Andreas Sonderegger,et al.  The influence of design aesthetics in usability testing: effects on user performance and perceived usability. , 2010, Applied ergonomics.

[34]  Marcelle Lapow Toor Graphic Design on the Desktop: A Guide for the Non-Designer , 1994 .

[35]  William E. Ryan,et al.  Graphic Communications Today , 1985 .

[36]  John Knight,et al.  Homepage aesthetics: The search for preference factors and the challenges of subjectivity , 2006, Interact. Comput..

[37]  I. Rock,et al.  The legacy of Gestalt psychology. , 1990, Scientific American.

[38]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[39]  D. Eden,et al.  Effects of crew composition on crew performance: Does the whole equal the sum of its parts? , 1985 .

[40]  Na Li,et al.  The importance of affective quality , 2005, CACM.

[41]  Clayton M. Christensen The Ongoing Process of Building a Theory of Disruption , 2006 .

[42]  Paul van Schaik,et al.  An integrated model of interaction experience for information retrieval in a Web-based encyclopaedia , 2011, Interact. Comput..

[43]  John Tollett,et al.  The Non-Designer's Web Book: An Easy Guide to Creating, Designing, and Posting Your Own Web Site , 1997 .

[44]  C. Fornell A Second generation of multivariate analysis : classification of methods and implications for marketing research , 1985 .

[45]  E. Eisner,et al.  Handbook of Research and Policy in Art Education , 2004, Journal of Aesthetic Education.

[46]  Lillian. Garrett Visual Design: A Problem-Solving Approach , 1975 .

[47]  David Chek Ling Ngo,et al.  Application of an aesthetic evaluation model to data entry screens , 2001, Comput. Hum. Behav..

[48]  Ping Zhang,et al.  Theorizing the Relationship between Affect and Aesthetics in the ICT Design and Use Context , 2009 .

[49]  Marc Hassenzahl,et al.  The Interplay of Beauty, Goodness, and Usability in Interactive Products , 2004, Hum. Comput. Interact..

[50]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[51]  Rafael Jaron,et al.  User Evaluation of Websites: From First Impression to Recommendation , 2014, Interact. Comput..

[52]  Colin Ware,et al.  Information Visualization: Perception for Design , 2000 .

[53]  Peter D. Stebbing,et al.  A Universal Grammar for Visual Composition? , 2004, Leonardo.

[54]  Alan Pipes Foundations of Art and Design , 2004 .

[55]  N. Tractinsky,et al.  What is beautiful is usable , 2000, Interact. Comput..

[56]  Dianne Cyr,et al.  Design aesthetics leading to m-loyalty in mobile commerce , 2006, Inf. Manag..

[57]  Rosni Abdullah,et al.  Aesthetic Measures for Assessing Graphic Screens , 2000, J. Inf. Sci. Eng..

[58]  Marco Pasetto,et al.  How the Interpretation of Drivers' Behavior in Virtual Environment Can Become a Road Design Tool: A Case Study , 2011, Adv. Hum. Comput. Interact..

[59]  Yili Liu,et al.  Effects of Symmetry and Number of Compositional Elements on Chinese Users' Aesthetic Ratings of Interfaces: Experimental and Modeling Investigations , 2011, Int. J. Hum. Comput. Interact..

[60]  Yili Liu,et al.  Computational modeling and experimental investigation of effects of compositional elements on interface and design aesthetics , 2006, Int. J. Hum. Comput. Stud..

[61]  Joseph J. Martocchio,et al.  Microcomputer playfulness: development of a measure with workplace implications , 1992 .

[62]  Armando Luís Vieira,et al.  Interactive LISREL in Practice: Getting Started with a SIMPLIS Approach , 2011 .

[63]  Rolph E. Anderson,et al.  Multivariate Data Analysis with Readings , 1979 .

[64]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[65]  Joachim Meyer,et al.  Aesthetics and usability of in-vehicle navigation displays , 2011, Int. J. Hum. Comput. Stud..

[66]  Ernest Allen Batchelder The principles of design , 1904 .

[67]  Timothy Samara,et al.  Design elements : a graphic style manual : understanding the rules and knowing when to break them , 2007 .

[68]  I. Ajzen Nature and operation of attitudes. , 2001, Annual review of psychology.

[69]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[70]  Noam Tractinsky,et al.  Aesthetics and apparent usability: empirically assessing cultural and methodological issues , 1997, CHI.

[71]  Klaus Krippendorff,et al.  Answering the Call for a Standard Reliability Measure for Coding Data , 2007 .

[72]  Yung-Ming Li,et al.  Increasing trust in mobile commerce through design aesthetics , 2010, Comput. Hum. Behav..

[73]  J. Jacko,et al.  The human-computer interaction handbook: fundamentals, evolving technologies and emerging applications , 2002 .

[74]  David Whitbread,et al.  The Design Manual , 2001 .

[75]  Naveen Donthu,et al.  Developing a Scale to Measure the Perceived Quality of an Internet Shopping Site (PQISS) , 2015 .

[76]  Tibert Verhagen,et al.  Understanding users' motivations to engage in virtual worlds: A multipurpose model and empirical testing , 2012, Comput. Hum. Behav..

[77]  Yili Liu,et al.  Computational models and experimental investigations of effects of balance and symmetry on the aesthetics of text-overlaid images , 2010, Int. J. Hum. Comput. Stud..

[78]  Hans van der Heijden,et al.  Factors influencing the usage of websites: the case of a generic portal in The Netherlands , 2003, Inf. Manag..

[79]  J. Moran,et al.  Sensation and perception , 1980 .

[80]  Venkatesh,et al.  A Longitudinal Field Investigation of Gender Differences in Individual Technology Adoption Decision-Making Processes. , 2000, Organizational behavior and human decision processes.