Causal impressions: Predictingwhen, not justwhether

In 1739, David Hume established the so-calledcues to causality—environmental cues that are important to the inference of causality. Although this descriptive account has been corroborated experimentally, it has not been established why these cues are useful, except that they may reflect statistical regularities in the environment. One of the cues to causality, covariation, helps predict whether an effect will occur, but not its time of occurrence. In the present study, evidence is provided that spatial and temporal contiguity improve an observer’s ability to predictwhen an effect will occur, thus complementing the utility of covariation as a predictor ofwhether an effect will occur. While observing Michotte’s (1946/1963) launching effect, participants showed greater accuracy and precision in their predictions of the onset of movement by the launched object when there was spatial and temporal contiguity. Furthermore, when auditory cues that bridged a delayed launch were included, causal ratings and predictability were similarly affected. These results suggest that the everyday inference of causality relies on our ability to predict whether and when an effect will occur.

[1]  P. Cheng,et al.  Covariation in natural causal induction. , 1992 .

[2]  Timothy L. Hubbard,et al.  Naïve impetus and Michotte's "tool effect": evidence from representational momentum , 2003, Psychological research.

[3]  A. Michotte The perception of causality , 1963 .

[4]  Gustav Theodor Fechner,et al.  Elements of psychophysics , 1966 .

[5]  R. Markley,et al.  Distance discrimination in a reduced cue setting , 1969 .

[6]  Michael E. Young On the origin of personal causal theories , 1995, Psychonomic bulletin & review.

[7]  L. Allan Human contingency judgments: rule based or associative? , 1993, Psychological bulletin.

[8]  N. Anderson,et al.  An information integration approach to phenomenal causality , 1993, Memory & cognition.

[9]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[10]  Eugene Subbotsky Magical thinking in judgments of causation: Can anomalous phenomena affect ontological causal beliefs in children and adults? , 2004 .

[11]  E. Tolman,et al.  The organism and the causal texture of the environment. , 1935 .

[12]  M. Buehner,et al.  Knowledge mediates the timeframe of covariation assessment in human causal induction , 2002 .

[13]  T. Natsoulas Principles of momentum and kinetic energy in the perception of causality. , 1961, The American journal of psychology.

[14]  D. Shanks,et al.  Human instrumental learning: a critical review of data and theory. , 1993, British journal of psychology.

[15]  Thomas L. Griffiths,et al.  Theory-Based Causal Inference , 2002, NIPS.

[16]  C. Glymour The Mind's Arrows: Bayes Nets and Graphical Causal Models in Psychology , 2000 .

[17]  Alan B. Milne,et al.  Impressions of enforced disintegration and bursting in the visual perception of collision events , 1999 .

[18]  J. Gibbon On the form and location of the Psychometric Bisection Function for time , 1981 .

[19]  D. Proffitt,et al.  Heuristic judgment of mass ratio in two-body collisions , 1994, Perception & psychophysics.

[20]  David Hume A Treatise of Human Nature: Being an Attempt to introduce the experimental Method of Reasoning into Moral Subjects , 1972 .

[21]  H. Gruber,et al.  Effects of experience on perception of causality. , 1957, Journal of experimental psychology.

[22]  J. Fleiss,et al.  Intraclass correlations: uses in assessing rater reliability. , 1979, Psychological bulletin.

[23]  John Garcia,et al.  Relation of cue to consequence in avoidance learning , 1966 .

[24]  R. Oppermann The perception of light: by W. D. Wright. 100 pages, illustrations, 13 × 19 cms. London, Blackie & Son Limited. Price 6 s , 1939 .

[25]  Jon May,et al.  Rethinking Temporal Contiguity and the Judgement of Causality: Effects of Prior Knowledge, Experience, and Reinforcement Procedure , 2003, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[26]  Timothy D. Wilson,et al.  Telling more than we can know: Verbal reports on mental processes. , 1977 .

[27]  E. Wasserman,et al.  Serial causation: Occasion setting in a causal induction task , 2000, Memory & cognition.

[28]  S. S. Stevens On the psychophysical law. , 1957, Psychological review.

[29]  H. Rachlin Scaling subjective velocity, distance, and duration , 1966 .

[30]  P. F. Powesland,et al.  The effect of practice upon the perception of causality. , 1959, Canadian journal of psychology.

[31]  Michael R. Waldmann,et al.  How temporal assumptions influence causal judgments , 2002, Memory & cognition.

[32]  Jeffrey M. Zacks,et al.  Event structure in perception and conception. , 2001, Psychological bulletin.

[33]  John R. Anderson Is human cognition adaptive? , 1991, Behavioral and Brain Sciences.

[34]  Michael J. Pazzani,et al.  A Computational Theory of Learning Causal Relationships , 1991, Cogn. Sci..