Attention switching during scene perception: how goals influence the time course of eye movements across advertisements.

Eye movements across advertisements express a temporal pattern of bursts of respectively relatively short and long saccades, and this pattern is systematically influenced by activated scene perception goals. This was revealed by a continuous-time hidden Markov model applied to eye movements of 220 participants exposed to 17 ads under a free-viewing condition, and a scene-learning goal (ad memorization), a scene-evaluation goal (ad appreciation), a target-learning goal (product learning), or a target-evaluation goal (product evaluation). The model reflects how attention switches between two states--local and global--expressed in saccades of shorter and longer amplitude on a spatial grid with 48 cells overlaid on the ads. During the 5- to 6-s duration of self-controlled exposure to ads in the magazine context, attention predominantly started in the local state and ended in the global state, and rapidly switched about 5 times between states. The duration of the local attention state was much longer than the duration of the global state. Goals affected the frequency of switching between attention states and the duration of the local, but not of the global, state.

[1]  Rik Pieters,et al.  Attention Capture and Transfer in Advertising: Brand, Pictorial, and Text-Size Effects , 2004 .

[2]  Andrew J. Stewart,et al.  Integrating text and pictorial information: eye movements when looking at print advertisements. , 2001, Journal of experimental psychology. Applied.

[3]  M. Newton Approximate Bayesian-inference With the Weighted Likelihood Bootstrap , 1994 .

[4]  Erik D. Reichle,et al.  Toward a model of eye movement control in reading. , 1998, Psychological review.

[5]  C. Trevarthen,et al.  Two mechanisms of vision in primates , 1968, Psychologische Forschung.

[6]  Michel Wedel,et al.  Global and local covert visual attention: Evidence from a bayesian hidden markov model , 2003 .

[7]  R. Fildes Journal of the Royal Statistical Society (B): Gary K. Grunwald, Adrian E. Raftery and Peter Guttorp, 1993, “Time series of continuous proportions”, 55, 103–116.☆ , 1993 .

[8]  D. Meyer,et al.  Analyses of multinomial mixture distributions: new tests for stochastic models of cognition and action. , 1991, Psychological bulletin.

[9]  A. Kingstone,et al.  Attention, Researchers! It Is Time to Take a Look at the Real World , 2003 .

[10]  R. Woodworth Archives of psychology , 2010 .

[11]  Eileen Kowler Eye movements and their role in visual and cognitive processes. , 1990, Reviews of oculomotor research.

[12]  J. Antes The time course of picture viewing. , 1974, Journal of experimental psychology.

[13]  Michel Wedel,et al.  Eye Fixations on Advertisements and Memory for Brands: A Model and Findings , 2000 .

[14]  P. Viviani Eye movements in visual search: cognitive, perceptual and motor control aspects. , 1990, Reviews of oculomotor research.

[15]  John A. Bargh,et al.  Losing Consciousness: Automatic Influences on Consumer Judgment, Behavior, and Motivation , 2002 .

[16]  R. Pieters,et al.  Goal Control of Attention to Advertising: The Yarbus Implication , 2007 .

[17]  Andrew Hollingworth,et al.  Eye Movements During Scene Viewing: An Overview , 1998 .

[18]  Roger Ratcliff,et al.  Statistical mimicking of reaction time data: Single-process models, parameter variability, and mixtures , 1995, Psychonomic bulletin & review.

[19]  Gerald L. Lohse,et al.  Consumer Eye Movement Patterns on Yellow Pages Advertising , 1997 .

[20]  A. L. I︠A︡rbus Eye Movements and Vision , 1967 .

[21]  D. F. Fisher,et al.  Eye movements : cognition and visual perception , 1982 .

[22]  Laurent Itti,et al.  Models of Bottom-up Attention and Saliency , 2005 .

[23]  Jan Ygge,et al.  Eye movements in reading , 1994 .

[24]  Lain L. MacDonald,et al.  Hidden Markov and Other Models for Discrete- valued Time Series , 1997 .

[25]  Abel G. Oliva,et al.  Gist of a scene , 2005 .

[26]  John K. Tsotsos,et al.  Neurobiology of Attention , 2005 .

[27]  B. Velichkovsky,et al.  Time course of information processing during scene perception: The relationship between saccade amplitude and fixation duration , 2005 .

[28]  D. Krugman,et al.  Adolescents' Attention to Beer and Cigarette Print Ads and Associated Product Warnings , 1998 .

[29]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[30]  A. Kingstone,et al.  Cognitive Ethology and exploring attention in real-world scenes , 2006, Brain Research.

[31]  David B. Dunson,et al.  Bayesian Data Analysis , 2010 .

[32]  G. Underwood Eye guidance in reading and scene perception , 1998 .

[33]  H. K. Nixon,et al.  Attention and interest in advertising , 1924 .

[34]  A. L. Yarbus,et al.  Eye Movements and Vision , 1967, Springer US.

[35]  D. Krugman Do adolescents attend to warnings in cigarette advertising? An eye-tracking approach , 1994 .

[36]  A. Friedman Framing pictures: the role of knowledge in automatized encoding and memory for gist. , 1979, Journal of experimental psychology. General.

[37]  George W. McConkie,et al.  Eye movements and human information processing , 1985 .

[38]  R. C. Langford How People Look at Pictures, A Study of the Psychology of Perception in Art. , 1936 .

[39]  Michel Wedel,et al.  Evidence for covert attention switching from eye-movements. Reply to commentaries on Liechty et al., 2003 , 2003 .

[40]  J. Henderson,et al.  The effects of semantic consistency on eye movements during complex scene viewing , 1999 .

[41]  Chris Janiszewski,et al.  The Influence of Display Characteristics on Visual Exploratory Search Behavior , 1998 .

[42]  T. K. Srull,et al.  Memory and Cognition in Its Social Context , 1989 .

[43]  J. Theeuwes,et al.  The role of stimulus-driven and goal-driven control in saccadic visual selection. , 2004, Journal of experimental psychology. Human perception and performance.

[44]  R. Pieters,et al.  Visual Attention to Repeated Print Advertising: A Test of Scanpath Theory , 1999 .

[45]  K. Rayner,et al.  Eye Movements When Looking at Print Advertisements: The Goal of the Viewer Matters. , 2008, Applied cognitive psychology.

[46]  Derrick J. Parkhurst,et al.  Modeling the role of salience in the allocation of overt visual attention , 2002, Vision Research.

[47]  S R Ellis,et al.  Statistical Dependency in Visual Scanning , 1986, Human factors.