Reasoning with conditionals: Does every counterexample count? It’s frequency that counts

A series of experiments investigated what determines people’s degree of belief in conditionals and their readiness to draw inferences from them. Information on the frequency of exceptions to conditional rules was contrasted with information about the number of different disabling conditions causing these exceptions. Experiments 1 and 2, using conditionals with arbitrary contents, revealed a strong effect of frequency information and no effect of disabling information. Experiment 3 established that, in the absence of frequency information, the disabling condition information used in Experiments 1 and 2 affected belief in the conditionals and inference acceptance, as has been found in many previous studies (Byrne, 1989; DeNeys, Schaeken, & d’Ydewalle, 2003b). Experiment 4 extended the results of Experiments 1 and 2 to everyday conditionals. The results show that belief in a conditional, and the confidence in inferences subsequently drawn from it, both depend on the subjective conditional probability of the consequent given the antecedent. This probability is estimated from the relative frequency of exceptions regardless of what causes them.

[1]  G. d'Ydewalle,et al.  A dual-process specification of causal conditional reasoning , 2005 .

[2]  P. Johnson-Laird Mental models and deduction , 2001, Trends in Cognitive Sciences.

[3]  Philip N. Johnson-Laird,et al.  THE PROBABILITY OF CONDITIONALS , 2004 .

[4]  G. d'Ydewalle,et al.  The Relative Contribution of Content and Context Factors on the Interpretation of Conditionals , 2002 .

[5]  N. Chater,et al.  The probabilistic approach to human reasoning , 2001, Trends in Cognitive Sciences.

[6]  Walter Schaeken,et al.  Working memory and everyday conditional reasoning: Retrieval and inhibition of stored counterexamples , 2005 .

[7]  Klaus Oberauer,et al.  Causal and noncausal conditionals: An integrated model of interpretation and reasoning , 2005, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[8]  Ruth M. J. Byrne,et al.  Counterexamples and the Suppression of Inferences , 1999 .

[9]  Valerie A. Thompson,et al.  The task-specific nature of domain-general reasoning , 2000, Cognition.

[10]  David E. Over,et al.  The probability of conditionals: The psychological evidence , 2003 .

[11]  A. Tversky,et al.  Support theory: A nonextensional representation of subjective probability. , 1994 .

[12]  David E Over,et al.  Conditionals and conditional probability. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[13]  G. d'Ydewalle,et al.  Causal conditional reasoning and strength of association: The disabling condition case , 2003 .

[14]  Walter Schaeken,et al.  Inference suppression and semantic memory retrieval: Every counterexample counts , 2003, Memory & cognition.

[15]  Henry Markovits,et al.  Efficiency of retrieval correlates with “logical” reasoning from causal conditional premises , 2002, Memory & cognition.

[16]  R. Byrne Suppressing valid inferences with conditionals , 1989, Cognition.

[17]  A. Tversky,et al.  Unpacking, repacking, and anchoring: advances in support theory. , 1997 .

[18]  O. Wilhelm,et al.  The meaning(s) of conditionals: conditional probabilities, mental models, and personal utilities. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[19]  V. Thompson CONDITIONAL REASONING: THE NECESSARY AND SUFFICIENT CONDITIONS , 1995 .

[20]  Nick Chater,et al.  A rational analysis of the selection task as optimal data selection. , 1994 .

[21]  Sonja M. Geiger,et al.  Two meanings of “if”? Individual differences in the interpretation of conditionals , 2007, Quarterly journal of experimental psychology.

[22]  G. d'Ydewalle,et al.  Causal conditional reasoning and semantic memory retrieval: A test of the semantic memory framework , 2002, Memory & cognition.

[23]  Todd Lubart,et al.  Conditional reasoning and causation , 1991, Memory & cognition.

[24]  P. Klaczynski Analytic and heuristic processing influences on adolescent reasoning and decision-making. , 2001, Child development.

[25]  Jonathan Evans,et al.  Suppositions, extensionality, and conditionals: a critique of the mental model theory of Johnson-Laird And Byrne (2002). , 2005, Psychological review.

[26]  Henry Markovits,et al.  Conditional reasoning, causality, and the structure of semantic memory: strength of association as a predictive factor for content effects , 1998, Cognition.

[27]  Philip N. Johnson-Laird,et al.  Naive Probability: A Mental Model Theory of Extensional Reasoning , 1999 .

[28]  W. Schroyens,et al.  In Search of Counter-Examples: Deductive Rationality in Human Reasoning , 2003, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[29]  N Chater,et al.  Probabilities and polarity biases in conditional inference. , 2000, Journal of experimental psychology. Learning, memory, and cognition.

[30]  Klaus Oberauer,et al.  Reasoning with conditionals: A test of formal models of four theories , 2006, Cognitive Psychology.

[31]  John R. Anderson Cognitive Psychology and Its Implications , 1980 .

[32]  H Markovits,et al.  Suppression of valid inferences and knowledge structures: The curious effect of producing alternative antecedents on reasoning with causal conditionals , 2001, Memory & cognition.

[33]  Henry Markovits,et al.  The Development of Conditional Reasoning: A Mental Model Account , 2002 .

[34]  Denise Dellarosa Cummins,et al.  Naive theories and causal deduction , 1995, Memory & cognition.