Why Shape Matters - On the Inherent Qualities of Geometric Shapes for Cartographic Representations

All human communication involves the use of signs. By following a mutually shared set of signs and rules, meaning can be conveyed from one entity to another. Cartographic semiology provides such a theoretical framework, suggesting how to apply visual variables with respect to thematic content. However, semiotics does not address how the choice and composition of such visual variables may lead to different connotations, interpretations, or judgments. The research herein aimed to identify perceived similarities between geometric shape symbols as well as strategies and processes underlying these similarity judgments. Based on a user study with 38 participants, the (dis)similarities of a set of 12 basic geometric shapes (e.g., circle, triangle, square) were examined. Findings from cluster analysis revealed a three-cluster configuration, while multidimensional scaling further quantified the proximities between the geometric shapes in a two-dimensional space. Qualitative and quantitative content analyses identified four strategies underlying the participants’ similarity judgments, namely visual, affective, associative, and behavioral strategies. With the findings combined, this research provides a differentiated perspective on shape proximities, cognitive relations, and the processes involved.

[1]  Peter L. Sheras,et al.  "From Jerusalem to Jericho": A study of situational and dispositional variables in helping behavior. , 1973 .

[2]  Eugene Zhang,et al.  Design principles for origin-destination flow maps , 2018 .

[3]  Sidonie Christophe,et al.  Expressive Map Design Based on Pop Art: Revisit of Semiology of Graphics? , 2012 .

[4]  R. Marshall 5. Multidimensional Scaling. 2nd edn. Trevor F. Cox and Michael A. A. Cox, Chapman & Hall/CRC, Boca Raton, London, New York, Washington DC, 2000. No. of pages: xiv + 309. Price: $79.95. ISBN 1‐58488‐094‐5 , 2002 .

[5]  Youjae Yi The Effects of Contextual Priming in Print Advertisements , 1990 .

[6]  P. Mayring Qualitative content analysis: theoretical foundation, basic procedures and software solution , 2014 .

[7]  C. Osgood,et al.  The Measurement of Meaning , 1958 .

[9]  Daniel R. Montello,et al.  Cognitive Map-Design Research in the Twentieth Century: Theoretical and Empirical Approaches , 2002 .

[10]  E. Loftus,et al.  Reconstruction of automobile destruction: An example of the interaction between language and memory , 1974 .

[11]  Daniel Chandler,et al.  Semiotics: The Basics , 2001 .

[12]  Mark Gahegan,et al.  Visual Semiotics & Uncertainty Visualization: An Empirical Study , 2012, IEEE Transactions on Visualization and Computer Graphics.

[13]  J. Russell A circumplex model of affect. , 1980 .

[14]  Robert Kosara,et al.  Skipping the Replication Crisis in Visualization: Threats to Study Validity and How to Address Them : Position Paper , 2018, 2018 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV).

[15]  Ian Muehlenhaus,et al.  The design and composition of persuasive maps , 2013 .

[16]  L. F. Barrett,et al.  Affect as a Psychological Primitive. , 2009, Advances in experimental social psychology.

[17]  Barbara Bartz Petchenik,et al.  Cognition In Cartography , 1977 .

[18]  P. Vink,et al.  Pleasure, Arousal, Dominance: Mehrabian and Russell revisited , 2014, Current Psychology.

[19]  Simone Garlandini,et al.  Evaluating the Effectiveness and Efficiency of Visual Variables for Geographic Information Visualization , 2009, COSIT.

[20]  Ian Muehlenhaus,et al.  If Looks Could Kill: The Impact of Different Rhetorical Styles on Persuasive Geocommunication , 2012 .

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

[22]  K. A. Ericsson,et al.  Verbal reports as data. , 1980 .

[23]  Michael C. Hout,et al.  Multidimensional Scaling , 2003, Encyclopedic Dictionary of Archaeology.

[24]  Sarah H. Creem-Regehr,et al.  Effects of ensemble and summary displays on interpretations of geospatial uncertainty data , 2017, Cognitive Research: Principles and Implications.

[25]  Alan M. MacEachren,et al.  How to Assess Visual Communication of Uncertainty? A Systematic Review of Geospatial Uncertainty Visualisation User Studies , 2014 .

[26]  Ton Dijkstra,et al.  Affective Meaning, Concreteness, and Subjective Frequency Norms for Indonesian Words , 2016, Frontiers in psychology.

[27]  C. Spence Crossmodal correspondences: A tutorial review , 2011, Attention, perception & psychophysics.

[28]  J. Russell,et al.  An approach to environmental psychology , 1974 .

[29]  Hsiu-Fang Hsieh,et al.  Three Approaches to Qualitative Content Analysis , 2005, Qualitative health research.

[30]  R. Davis The fitness of names to drawings. A cross-cultural study in Tanganyika. , 1961, British journal of psychology.

[31]  E. Reed The Ecological Approach to Visual Perception , 1989 .

[32]  Byron Nakos,et al.  Children's Choice of Visual Variables for Thematic Maps , 2007 .

[33]  S. Langer,et al.  Feeling and Form. A Theory of Art Developed from "Philosophy in a New Key" , 1954 .

[34]  Matt Duckham,et al.  Evaluating the impact of visualization of wildfire hazard upon decision-making under uncertainty , 2016, Int. J. Geogr. Inf. Sci..

[35]  V. Ramachandran,et al.  Synaesthesia? A window into perception, thought and language , 2001 .

[36]  Mary Anne Thompson,et al.  The influence of probabilistic volcanic hazard map properties on hazard communication , 2015, Journal of Applied Volcanology.

[37]  R. Arnheim Art and visual perception: A psychology of the creative eye, New version , 1955 .

[38]  Evanthia C. Michaelidou,et al.  DESIGNING POINT MAP SYMBOLS: THE EFFECT OF PREATTENTIVE ATTRIBUTES OF SHAPE , 2005 .

[39]  L. Ross,et al.  The Person and the Situation: Perspectives of Social Psychology , 1991 .

[40]  E. Sapir A study in phonetic symbolism. , 1929 .

[41]  S. C. Wheeler,et al.  Contextual priming: Where people vote affects how they vote , 2008, Proceedings of the National Academy of Sciences.

[42]  Sidonie Christophe,et al.  Emotional response to map design aesthetics , 2012 .

[43]  J. Krygier,et al.  Rethinking the Power of Maps , 2010 .

[44]  Sarah H. Creem-Regehr,et al.  Decision making with visualizations: a cognitive framework across disciplines , 2018, Cognitive Research: Principles and Implications.

[45]  Philipp Mayring Qualitative Inhaltsanalyse : Grundlagen und Techniken , 2003 .

[46]  Jacques Bertin,et al.  Graphische Semiologie: Diagramme, Netze, Karten , 2010 .