COMPUTER GRAPHICS AS DECISION AIDS: DIRECTIONS FOR RESEARCH*

Computer-generated graphics are becoming increasingly available to decision makers. Despite claims on the part of vendors that the use of graphics will improve decision speed and quality over traditional methods of data display, the available evidence is far from supportive. Initial studies show graphics to be no more effective in communicating information than tables. Correct interpretation of graphical displays appears to require training, which most users lack. Furthermore, there is evidence that those features that make a graph visually attractive—such as color, design complexity, and realism—may actually detract from accurate comprehension. This paper summarizes the literature dealing with the human use of graphics, develops several propositions based on persistent trends in the literature, and suggests directions for future research.

[1]  Kathy A. Lutz,et al.  Effect of graphic analogies of concepts in chemistry on learning and attitudes. , 1976 .

[2]  James R. Bettman,et al.  Information Format and Choice Task Effects in Decision Making , 1979 .

[3]  J. Bettman,et al.  Effects of Information Presentation Format on Consumer Information Acquisition Strategies , 1977 .

[4]  R. Zmud.  INDIVIDUAL DIFFERENCES AND MIS SUCCESS: A REVIEW OF THE EMPIRICAL LITERATURE* , 1979 .

[5]  R. Nickerson,et al.  SHORT-TERM MEMORY FOR COMPLEX MEANINGFUL VISUAL CONFIGURATIONS: A DEMONSTRATION OF CAPACITY. , 1965, Canadian journal of psychology.

[6]  W. O. Shaffer,et al.  Rehearsal and storage of visual information. , 1972, Journal of experimental psychology.

[7]  Ian I. Mitroff,et al.  A Program for Research on Management Information Systems , 1973 .

[8]  Stephen E. Fienberg,et al.  Graphical Methods in Statistics , 1979 .

[9]  Norman L. Chervany,et al.  An Experimental Evaluation of Information Overload in a Production Environment , 1974 .

[10]  Walter Crosby Eells,et al.  The Relative Merits of Circles and Bars for Representing Component Parts , 1926 .

[11]  Gabriel J. Biehal,et al.  Information-Presentation Format and Learning Goals as Determinants of Consumers' Memory Retrieval and Choice Processes , 1982 .

[12]  Robert W. Zmud,et al.  AN EMPIRICAL INVESTIGATION OF THE DIMENSIONALITY OF THE CONCEPT OF INFORMATION , 1978 .

[13]  Daniel Robey,et al.  Human Information Processing in Information and Decisoin Support Systems , 1982, MIS Q..

[14]  Paul D. Eggen.  The Effects of Generalizations as Cues on the Learning of Information from Graphs. , 1978 .

[15]  Herman Chernoff,et al.  The Use of Faces to Represent Points in k- Dimensional Space Graphically , 1973 .

[16]  David R. Cox,et al.  Some Remarks on the Role in Statistics of Graphical Methods , 1978 .

[17]  E. Anderson.  A SEMIGRAPHICAL METHOD FOR THE ANALYSIS OF COMPLEX PROBLEMS. , 1957, Proceedings of the National Academy of Sciences of the United States of America.

[18]  A. Powell,et al.  Memory Span, Organization, and Transformations in Recall of Pictures and Words , 1976 .

[19]  Edward J. Lusk,et al.  The Effect of Cognitive Style and Report Format on Task Performance: The MIS Design Consequences , 1979 .

[20]  Blake Ives,et al.  Graphical User Interfaces for Business Information Systems , 1982, MIS Q..

[21]  R. Shepard.  Recognition memory for words, sentences, and pictures , 1967 .

[22]  M. D. Vernon,et al.  THE VISUAL PRESENTATION OF FACTUAL DATA1 , 1950 .

[23]  F M Dwyer,et al.  Effect of Questions on Visual Learning , 1970, Perceptual and motor skills.

[24]  Roger P. Dooley,et al.  Functional and Attention-Getting Effects of Color on Graphic Communications , 1970 .

[25]  R. von Huhn,et al.  Further Studies in the Graphic Use of Circles and Bars , 1927 .

[26]  William A. Phillips,et al.  Simple drawing and pattern completion techniques for studying visualization and long-term visual knowledge , 1979 .

[27]  L. Pipino,et al.  Experiments in the representation and manipulation of labels of fuzzy sets , 1981 .

[28]  D. Robey.  Cognitive Style and DSS Design: A Comment on Huber's Paper , 1983 .

[29]  E. Smith,et al.  Imaginal and verbal representations in short-term recognition of visual forms. , 1973, Journal of experimental psychology.

[30]  T. A. Ryan,et al.  Speed of perception as a function of mode of representation. , 1956, The American journal of psychology.

[31]  L. Carter,et al.  An experiment on the design of tables and graphs used for presenting numerical data. , 1947, The Journal of applied psychology.

[32]  F. E. Croxton,et al.  Graphic Comparisons by Bars, Squares, Circles, and Cubes , 1932 .

[33]  R. E. Christ.  Review and Analysis of Color Coding Research for Visual Displays , 1975 .

[34]  Howard G. Schutz,et al.  An Evaluation of Formats for Graphic Trend Displays—Experiment II1 , 1961 .

[35]  Natan Katzman,et al.  Color vs. black- and- white effects on learning, opinion, and attention , 1972 .

[36]  Judy M. Olson,et al.  Experience and the Improvement of Cartographic Communication , 1975 .

[37]  Izak Benbasat,et al.  An Experimental Investigation of Some MIS Design Variables , 1977, MIS Q..

[38]  Howard G. Schutz,et al.  An Evaluation of Methods for Presentation of Graphic Multiple Trends—Experiment III1 , 1961 .

[39]  Frederick E. Croxton,et al.  Bar Charts versus Circle Diagrams , 1927 .

[40]  Donald Lamar Davis.  An experimental investigation of the form of information presentation, psychological type of the user, and performance within the context of a management information system , 1981 .

[41]  G. L. Grace.  Application of empirical methods to computer-based system design. , 1966, The Journal of applied psychology.

[42]  W. Wilcox.  Numbers and the News: Graph, Table or Text? , 1964 .

[43]  James A. Senn,et al.  Information System Structure and Purchasing Decision Effectiveness , 1974 .

[44]  Jr. Francis Dwyer,et al.  Adapting Visual Illustrations for Effective Learning , 1967 .

[45]  Robert S. Siegler,et al.  Five generalizations about cognitive development. , 1983 .

[46]  Ruth Weaver Mikesell.  Geographical Activities Involving the Use of Maps and Grafs , 1934 .

[47]  R. W. Driver,et al.  The Influence of Computer Graphics on the Recall of Information , 1983, MIS Q..

[48]  Henry C. Lucas,et al.  An Experimental Investigation of the Use of Computer-Based Graphics in Decision Making , 1981 .

[49]  Patricia Wright,et al.  Using Tabulated Information , 1968 .

[50]  T. O. Nelson,et al.  Role of details in the long-term recognition of pictures and verbal descriptions. , 1974, Journal of experimental psychology.

[51]  Raymond S. Nickerson,et al.  A note on long-term recognition memory for pictorial material , 1968 .

[52]  G. Corso,et al.  The Effects of Extended Practice on the Evaluation of Visual Display Codes , 1983 .

[53]  Francis M. Dwyer.  Effect of Knowledge of Objectives on Visualized Instruction , 1971 .

[54]  J. E. Russo,et al.  The Value of Unit Price Information , 1977 .

[55]  J. N. Washburne.  An experimental study of various graphic, tabular, and textual methods of presenting quantitative material , 1927 .

[56]  J. Edward Russo,et al.  An Effective Display of Unit Price Information , 1975 .

[57]  John W. Payne,et al.  Contingent decision behavior. , 1982 .

[58]  Michael Macdonald-Ross,et al.  How numbers are shown , 1977 .

[59]  Richard E. Christ.  Four Years of Color Research for Visual Displays , 1977 .

[60]  Thomas S. Tullis,et al.  An Evaluation of Alphanumeric, Graphic, and Color Information Displays , 1981 .

[61]  R. J. Murphy,et al.  Recognition memory for sequentially presented pictorial and verbal spatial information. , 1973, Journal of experimental psychology.

[62]  Henry C. Lucas,et al.  The Impact of the Mode of Information Presentation on Learning and Performance , 1980 .

[63]  L. E. Bourne,et al.  Encoding the levels of information in pictures and words. , 1976, Journal of experimental psychology. General.

[64]  J. L. Graham.  Illusory trends in the observations of bar graphs , 1937 .