The Inference of Perceived Usability From Beauty

A review of 15 papers reporting 25 independent correlations of perceived beauty with perceived usability showed a remarkably high variability in the reported coefficients. This may be due to methodological inconsistencies. For example, products are often not selected systematically, and statistical tests are rarely performed to test the generality of findings across products. In addition, studies often restrict themselves to simply reporting correlations without further specification of underlying judgmental processes. The present study's main objective is to re-examine the relation between beauty and usability, that is, the implication that “what is beautiful is usable.” To rectify previous methodological shortcomings, both products and participants were sampled in the same way and the data aggregated both by averaging over participants to assess the covariance across ratings of products and by averaging over products to assess the covariance across participants. In addition, we adopted an inference perspective to qualify underlying processes to examine the possibility that, under the circumstances pertaining in most studies of this kind where participants have limited experience of using a website or product, the relationship between beauty and usability is mediated by goodness. A mediator analysis of the relationship between beauty, the overall evaluation (i.e., “goodness”) and pragmatic quality (as operationalization of usability) suggests that the relationship between beauty and usability has been overplayed as the correlation between pragmatic quality and beauty is wholly mediated by goodness. This pattern of relationships was consistent across four different data sets and different ways of data aggregation. Finally, suggestions are made regarding methodologies that could be used in future studies that build on these results.

[1]  E. Berscheid,et al.  What is beautiful is good. , 1972, Journal of personality and social psychology.

[2]  Sascha Mahlke,et al.  Aesthetic and Symbolic Qualities as Antecedents of Overall Judgements of Interactive Products , 2007 .

[3]  Paul van Schaik,et al.  Modelling user experience with web sites: Usability, hedonic value, beauty and goodness , 2008, Interact. Comput..

[4]  Paul van Schaik,et al.  The role of context in perceptions of the aesthetics of web pages over time , 2009, Int. J. Hum. Comput. Stud..

[5]  P. Fishwick Exploring Attributes of Skins as Potential Antecedents of Emotion in Hci , 2006 .

[6]  Marc Hassenzahl,et al.  User experience - a research agenda , 2006, Behav. Inf. Technol..

[7]  D. Norman Emotional design : why we love (or hate) everyday things , 2004 .

[8]  Gerd Szwillus,et al.  Mensch & Computer 2003 , 2003 .

[9]  Michael Burmester,et al.  Hedonic and ergonomic quality aspects determine a software's appeal , 2000, CHI.

[10]  G. T. Ford,et al.  Inferential Beliefs in Consumer Evaluations: An Assessment of Alternative Processing Strategies , 1987 .

[11]  Alladi Venkatesh,et al.  Home Informatics and Telematics: ICT for The Next Billion - Proceedings of IFIP TC 9, WG 9.3 HOIT 2007 Conference, August 22-25, 2007, Chennai, India , 2007, HOIT.

[12]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[13]  Ronald G. Stansfield,et al.  Sociological Methodology 1982 , 1983 .

[14]  Kristopher J Preacher,et al.  SPSS and SAS procedures for estimating indirect effects in simple mediation models , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

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

[16]  Herbert Read Art and Industry , 1961 .

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

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

[19]  Maria L. Cronley,et al.  Consumer Inference: A Review of Processes, Bases, and Judgment Contexts , 2004 .

[20]  H. H. Clark The language-as-fixed-effect fallacy: A critique of language statistics in psychological research. , 1973 .

[21]  G. A. Marcoulides Multilevel Analysis Techniques and Applications , 2002 .

[22]  Paul van Schaik,et al.  The effect of link colour on information retrieval in educational intranet use , 2003, Comput. Hum. Behav..

[23]  Antonella De Angeli,et al.  Investigating attractiveness in web user interfaces , 2007, CHI.

[24]  W. R. Sharp,et al.  A Steering and Visualization Toolkit for Distributed Applications , 2006, PDPTA.

[25]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[26]  Gitte Lindgaard,et al.  Attention web designers: You have 50 milliseconds to make a good first impression! , 2006, Behav. Inf. Technol..

[27]  Gitte Lindgaard,et al.  Integrating aesthetics within an evolutionary and psychological framework , 2004 .

[28]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[29]  John H. Lingle,et al.  Retrieval selectivity in memory-based impression judgments. , 1979 .

[30]  Antonella De Angeli,et al.  Assessing Interaction Styles in Web User Interfaces , 2005, INTERACT.

[31]  Timothy J. Robinson,et al.  Multilevel Analysis: Techniques and Applications , 2002 .

[32]  Marc Hassenzahl,et al.  MARC HASSENZAHL CHAPTER 3 The Thing and I: Understanding the Relationship Between User and Product , 2003 .

[33]  Andrew F. Monk,et al.  The Product as a Fixed-Effect Fallacy , 2004, Hum. Comput. Interact..

[34]  Antonella De Angeli,et al.  Towards a theory of user judgment of aesthetics and user interface quality , 2008, TCHI.

[35]  Marc Hassenzahl,et al.  The Effect of Perceived Hedonic Quality on Product Appealingness , 2001, Int. J. Hum. Comput. Interact..

[36]  Daniel Ullrich,et al.  To do or not to do: Differences in user experience and retrospective judgments depending on the presence or absence of instrumental goals , 2007, Interact. Comput..

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

[38]  E. Thorndike A constant error in psychological ratings. , 1920 .

[39]  R.I.A. Mercuri,et al.  Technology as Experience , 2005, IEEE Transactions on Professional Communication.

[40]  Tom A. B. Snijders,et al.  Multilevel Analysis , 2011, International Encyclopedia of Statistical Science.

[41]  R. Batra,et al.  Measuring the hedonic and utilitarian sources of consumer attitudes , 1991 .

[42]  Sascha Mahlke,et al.  Factors influencing the experience of website usage , 2002, CHI Extended Abstracts.

[43]  Caryn Schneider Yaacov,et al.  Instrumentality, Aesthetics, and Symbolism of Office Design , 2005 .

[44]  Michael Burmester,et al.  AttrakDiff: Ein Fragebogen zur Messung wahrgenommener hedonischer und pragmatischer Qualität , 2003, MuC.

[45]  M. Hassenzahl,et al.  AESTHETICS IN INTERACTIVE PRODUCTS: CORRELATES AND CONSEQUENCES OF BEAUTY , 2008 .