Rapid temporal accumulation in spider fear: Evidence from hierarchical drift diffusion modelling.

Fear can distort sense of time--making time seem slow or even stand still. Here, I used hierarchical drift diffusion modeling (HDDM; Vandekerckhove, Tuerlinckx, & Lee, 2008, 2011; Wiecki, Sofer, & Frank, 2013) to test the idea that temporal accumulation speeds up during fear. Eighteen high fearful and 23 low fearful participants judged the duration of both feared stimuli (spiders) and nonfeared stimuli (birds) in a temporal bisection task. The drift diffusion modeling results support the main hypothesis. In high but not low fearful individuals, evidence accumulated more rapidly toward a long duration decision-drift rates were higher-for spiders compared with birds. This result and further insights into how fear affects time perception would not have been possible on the basis of analyses of choice proportion data alone. Further results were interpreted in the context of a recent 2-stage model of time perception (Balcı & Simen, 2014). The results highlight the usefulness of diffusion modeling to test process-based explanations of disordered cognition in emotional disorders.

[1]  R. Sharrock,et al.  Fear and Time Estimation , 1984, Perceptual and motor skills.

[2]  Dominique Lamy,et al.  When time slows down: The influence of threat on time perception in anxiety , 2010 .

[3]  Alessandro Moscatelli,et al.  Modeling psychophysical data at the population-level: the generalized linear mixed model. , 2012, Journal of vision.

[4]  M. R. Jones,et al.  Dynamic attending and responses to time. , 1989, Psychological review.

[5]  Jonathan D. Cohen,et al.  A Model of Interval Timing by Neural Integration , 2011, The Journal of Neuroscience.

[6]  Peter Kuppens,et al.  A diffusion model account of the relationship between the emotional flanker task and rumination and depression. , 2013, Emotion.

[7]  R. Ulrich,et al.  Counting models of temporal discrimination , 2001, Psychonomic bulletin & review.

[8]  Timothy H. Muller,et al.  Annals of the New York Academy of Sciences Perceiving the Passage of Time: Neural Possibilities , 2022 .

[9]  S. Grondin Timing and time perception: A review of recent behavioral and neuroscience findings and theoretical directions , 2010, Attention, perception & psychophysics.

[10]  Marjan Jahanshahi,et al.  Give it time: Neural evidence for distorted time perception and enhanced memory encoding in emotional situations , 2012, NeuroImage.

[11]  Melissa J. Allman,et al.  Properties of the internal clock: first- and second-order principles of subjective time. , 2014, Annual review of psychology.

[12]  P. Lang International affective picture system (IAPS) : affective ratings of pictures and instruction manual , 2005 .

[13]  P. Johnston,et al.  Facial Emotion Modulates the Neural Mechanisms Responsible for Short Interval Time Perception , 2013, Brain Topography.

[14]  Roger Ratcliff,et al.  A Theory of Memory Retrieval. , 1978 .

[15]  S. Zeger,et al.  Longitudinal data analysis using generalized linear models , 1986 .

[16]  Patrick Simen,et al.  Decision processes in temporal discrimination. , 2014, Acta psychologica.

[17]  Roger Ratcliff,et al.  Measuring psychometric functions with the diffusion model. , 2014, Journal of experimental psychology. Human perception and performance.

[18]  S. Droit-Volet,et al.  "Time flies in the presence of angry faces"… depending on the temporal task used! , 2011, Acta psychologica.

[19]  M. Lee,et al.  Hierarchical diffusion models for two-choice response times. , 2011, Psychological methods.

[20]  Francis McGlone,et al.  The effect of pain and the anticipation of pain on temporal perception: A role for attention and arousal , 2015, Cognition & emotion.

[21]  J. Tipples When time stands still: fear-specific modulation of temporal bias due to threat. , 2011, Emotion.

[22]  Sylvie Droit-Volet,et al.  Time perception, emotions and mood disorders , 2013, Journal of Physiology-Paris.

[23]  M. Shadlen,et al.  Decision Making as a Window on Cognition , 2013, Neuron.

[24]  A. Craig,et al.  Emotional moments across time: a possible neural basis for time perception in the anterior insula , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[25]  P. Lang,et al.  Psychometric description of some specific-fear questionnaires. , 1974 .

[26]  Christopher Miall,et al.  The Storage of Time Intervals Using Oscillating Neurons , 1989, Neural Computation.

[27]  Bradley P. Carlin,et al.  Bayesian measures of model complexity and fit , 2002 .

[28]  S. Buetti,et al.  Perceiving Control Over Aversive and Fearful Events Can Alter How We Experience Those Events: An Investigation of Time Perception in Spider-Fearful Individuals , 2012, Front. Psychology.

[29]  W. Meck,et al.  Neuroanatomical and Neurochemical Substrates of Timing , 2011, Neuropsychopharmacology.

[30]  K. Scherer,et al.  The Geneva affective picture database (GAPED): a new 730-picture database focusing on valence and normative significance , 2011, Behavior research methods.

[31]  J. Gibbon,et al.  Human bisection at the geometric mean , 1991 .

[32]  Elliot A. Ludvig,et al.  Timescale invariance in the pacemaker-accumulator family of timing models , 2013 .

[33]  R M Church,et al.  Scalar Timing in Memory , 1984, Annals of the New York Academy of Sciences.

[34]  J. Gibbon Scalar expectancy theory and Weber's law in animal timing. , 1977 .

[35]  J. Wearden Human Performance on an Analogue of an Interval Bisection Task , 1991, The Quarterly journal of experimental psychology. B, Comparative and physiological psychology.

[36]  A. Beck,et al.  An information processing model of anxiety: automatic and strategic processes. , 1997, Behaviour research and therapy.

[37]  D. Barr Analyzing ‘visual world’ eyetracking data using multilevel logistic regression , 2008 .

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

[39]  P. Niedenthal,et al.  BRIEF REPORT Perception of the duration of emotional events , 2004 .

[40]  S. Droit-Volet,et al.  Time Perception and Dynamics of Facial Expressions of Emotions , 2014, PloS one.

[41]  R. Gatchel,et al.  Reduction of stress in humans through nonveridical perceived control of aversive stimulation. , 1970, Journal of personality and social psychology.

[42]  E. Wagenmakers,et al.  Psychological interpretation of the ex-Gaussian and shifted Wald parameters: A diffusion model analysis , 2009, Psychonomic bulletin & review.

[43]  Roger Ratcliff,et al.  The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks , 2008, Neural Computation.

[44]  Erich K. Grommet,et al.  Time estimation of fear cues in human observers , 2011, Behavioural Processes.

[45]  Michael D. Lee,et al.  A Bayesian approach to diffusion process models of decision-making , 2008 .

[46]  Thomas V. Wiecki,et al.  HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python , 2013, Front. Neuroinform..

[47]  M. Treisman Temporal discrimination and the indifference interval. Implications for a model of the "internal clock". , 1963, Psychological monographs.

[48]  M. Treisman,et al.  The Internal Clock: Evidence for a Temporal Oscillator Underlying Time Perception with Some Estimates of its Characteristic Frequency , 1990, Perception.

[49]  S. Mineka,et al.  Fears, phobias, and preparedness: toward an evolved module of fear and fear learning. , 2001, Psychological review.

[50]  Dean V. Buonomano,et al.  Timing as an intrinsic property of neural networks: evidence from in vivo and in vitro experiments , 2014, Philosophical Transactions of the Royal Society B: Biological Sciences.

[51]  Martin Wiener,et al.  The image of time: A voxel-wise meta-analysis , 2010, NeuroImage.

[52]  Roger Ratcliff,et al.  Anxiety enhances threat processing without competition among multiple inputs: a diffusion model analysis. , 2010, Emotion.

[53]  Martial Mermillod,et al.  The effect of expectancy of a threatening event on time perception in human adults. , 2010, Emotion.

[54]  Werner Ehm,et al.  The dual klepsydra model of internal time representation and time reproduction. , 2006, Journal of theoretical biology.