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Original Articles

Predictions and causal estimations are not supported by the same associative structure

&
Pages 433-447 | Published online: 15 Feb 2011

REFERENCES

  • Allan , L. G. 1980 . A note on measurement of contingency between two binary variables in judgement tasks . Bulletin of the Psychonomic Society , 15 : 147 – 149 .
  • Allan , L. G. 1993 . Human contingency judgments: Rule based or associative? . Psychological Bulletin , 114 : 435 – 448 .
  • Allan , L. G. and Jenkins , H. M. 1983 . The effect of representations of binary variables on judgment of influence . Learning and Motivation , 14 : 381 – 405 .
  • Bárcena , R. , Vadillo , M. A. and Matute , H. 2003 . Allergy task for Windows , [Computer program]. Available from http://www.labpsico.com
  • Beckers , T. , DeHouwer , J. , Pineño , O. and Miller , R. R. 2005 . Outcome additivity and outcome maximality influence cue competition in human causal learning . Journal of Experimental Psychology: Learning, Memory, and Cognition , 31 : 238 – 249 .
  • Birnbaum , M. H. 2000 . Psychological experiments on the Internet. , Edited by: Birnbaum , M. H. San Diego, CA : Academic Press .
  • Buchanan , T. and Smith , J. L. 1999 . Using the Internet for psychological research: Personality testing on the World Wide Web . British Journal of Psychology , 90 : 125 – 144 .
  • Buehner , M. J. and May , J. 2003 . Rethinking temporal contiguity and the judgment of causality: Effects of prior knowledge, experience, and reinforcement procedure . Quarterly Journal of Experimental Psychology , 56A : 865 – 890 .
  • Bush , R. R. and Mosteller , F. 1951 . A mathematical model for simple learning . Psychological Review , 58 : 313 – 323 .
  • Catena , A. , Maldonado , A. and Cándido , A. 1998 . The effect of the frequency of judgment and the type of trials on covariation learning . Journal of Experimental Psychology: Human Perception and Performance , 24 : 481 – 495 .
  • Chapman , G. B. 1991 . Trial order affects cue interaction in contingency judgment . Journal of Experimental Psychology: Learning, Memory, and Cognition , 17 : 837 – 854 .
  • Chapman , G. B. and Robbins , S. J. 1990 . Cue interaction in human contingency judgment . Memory & Cognition , 18 : 537 – 545 .
  • Cheng , P. W. 1997 . From covariation to causation: A causal power theory . Psychological Review , 104 : 367 – 405 .
  • Cheng , P. W. and Holyoak , K. J. 1995 . “ Complex adaptative systems as intuitive statisticians: Causality, contingency and prediction ” . In Comparative approaches to cognitive science , Edited by: Roitblat , H. L. and Meyer , J.-A. 271 – 302 . Cambridge, MA : MIT Press .
  • Cheng , P. W. and Novick , L. R. 1992 . Covariation in natural causal induction . Psychological Review , 99 : 365 – 382 .
  • Cobos , P. L. , Caño , A. , López , F. J. , Luque , J. L. and Almaraz , J. 2000 . Does the type of judgement required modulate cue competition? . Quarterly Journal of Experimental Psychology , 53B : 193 – 207 .
  • Collins , D. J. and Shanks , D. R. 2002 . Momentary and integrative response strategies in causal judgment . Memory & Cognition , 30 : 1138 – 1147 .
  • Crocker , J. 1982 . Biased questions in judgment of covariation studies . Personality and Social Psychology Bulletin , 8 : 214 – 220 .
  • Danks , D. 2003 . Equilibria of the Rescorla–Wagner model . Journal of Mathematical Psychology , 47 : 109 – 121 .
  • De Houwer , J. 2002 . Forward blocking depends on retrospective inferences about the presence of the blocked cue during the elemental phase . Memory & Cognition , 30 : 24 – 33 .
  • De Houwer , J. and Beckers , T. 2002 . Higher-order retrospective revaluation in human causal learning . Quarterly Journal of Experimental Psychology , 55B : 137 – 151 .
  • De Houwer , J. , Beckers , T. and Glautier , S. 2002 . Outcome and cue properties modulate blocking . Quarterly Journal of Experimental Psychology , 55A : 965 – 985 .
  • De Houwer , J. , Beckers , T. and Vandorpe , S. 2005 . Evidence for the role of higher order reasoning processes in cue competition and other learning phenomena . Learning & Behavior , 33 : 239 – 249 .
  • De Houwer , J. , Vandorpe , S. and Beckers , T. 2007 . Statistical contingency has a different impact on preparation judgements than on causal judgements . Quarterly Journal of Experimental Psychology , 60 : 418 – 432 .
  • Dickinson , A. and Burke , J. 1996 . Within-compound associations mediate the retrospective revaluation of causality judgements . Quarterly Journal of Experimental Psychology , 49B : 60 – 80 .
  • Dickinson , A. , Shanks , D. R. and Evenden , J. 1984 . Judgement of act–outcome contingency: The role of selective attribution . Quarterly Journal of Experimental Psychology , 36A : 29 – 50 .
  • Frankel , M. S. and Siang , S. 1999 . Ethical and legal aspects of human subjects research on the Internet. , [Report of a workshop convened by the American Association for the Advancement of Science, Program on Scientific Freedom, Responsibility, and Law, Washington, DC.] Retrieved May 9, 2005, from http://www.aaas.org/spp/dspp/sfrl/projects/intres/main.htm
  • Gosling , S. D. , Vazire , S. , Srivastava , S. and John , O. P. 2004 . Should we trust web-based studies? A comparative analysis of six preconceptions about Internet questionnaires . American Psychologist , 59 : 93 – 104 .
  • Gredebäck , G. , Winman , A. and Juslin , P. Rational assessments of covariation and causality . Proceedings of the 22nd Annual Conference of the Cognitive Science Society . Hillsdale, NJ. pp. 190 – 195 . Lawrence Erlbaum Associates, Inc .
  • Hebb , D. O. 1949 . The organization of behavior: A neuropsychological theory , New York : Wiley .
  • Hetherington , P. A. and Seidenberg , M. S. Is there “catastrophic interference” in connectionist networks? . Proceedings of the Eleventh Annual Conference of the Cognitive Science Society . Hillsdale, NJ. pp. 26 – 33 . Lawrence Erlbaum Associates, Inc .
  • Hinton , G. E. 1990 . Mapping part-whole hierarchies into connectionist networks . Artificial Intelligence , 46 : 47 – 75 .
  • Jenkins , H. M. and Ward , W. C. 1965 . Judgment of contingency between responses and outcomes . Psychological Monographs , 79 : 1 – 17 .
  • Kraut , R. , Olson , J. , Banaji , M. , Bruckman , A. , Cohen , J. and Couper , M. 2004 . Psychological research online: Report of board of scientific affairs' advisory group on the conduct of research on the Internet . American Psychologist , 59 : 105 – 117 .
  • Le Pelley , M. E. , Oakeshott , S. M. and McLaren , I. P. L. 2005 . Blocking and unblocking in human causal learning . Journal of Experimental Psychology: Animal Behavior Processes , 31 : 56 – 70 .
  • Lewandowsky , S. 1991 . “ Gradual unlearning and catastrophic interference: A comparison of distributed architectures ” . In Relating theory and data: Essays on human memory in honor of Bennet B. Murdock , Edited by: Hockley , W. E. and Lewandowsky , S. 445 – 476 . Hillsdale, NJ : Lawrence Erlbaum Associates, Inc .
  • Lober , K. and Shanks , D. R. 1997 . Is causal induction based on causal power? Critique of Cheng . Psychological Review , 107 : 195 – 212 .
  • López , F. J. , Shanks , D. R. , Almaraz , J. and Fernández , P. 1998 . Effects of trial order on contingency judgments: A comparison of associative and probabilistic contrast accounts . Journal of Experimental Psychology: Learning, Memory, & Cognition , 24 : 672 – 694 .
  • Lovibond , P. F. , Been , S.-L. , Mitchell , C. J. , Bouton , M. E. and Frohardt , R. 2003 . Forward and backward blocking of causal judgment is enhanced by additivity of effect magnitude . Memory & Cognition , 31 : 133 – 142 .
  • Matute , H. , Arcediano , F. and Miller , R. R. 1996 . Test question modulates cue competition between causes and between effects . Journal of Experimental Psychology: Learning, Memory, and Cognition , 22 : 182 – 196 .
  • Matute , H. and Vadillo , M. A. Paper presented at the Online conference on Causality organized by the Institute for Cognitive Sciences at Lyon and the Université de Genève . Inferring causality and making predictions: Some misconceptions in the animal and human learning literature , Retrieved July 21, 2005, from http://www.interdisciplines.org/causality/papers/16
  • Matute , H. , Vegas , S. and De Marez , P. J. 2002 . Flexible use of recent information in causal and predictive judgments . Journal of Experimental Psychology: Learning, Memory, and Cognition , 28 : 714 – 725 .
  • McCloskey , M. and Cohen , N. J. 1989 . “ Catastrophic interference in connectionist networks: The sequential learning problem ” . In The psychology of learning and motivation , Edited by: Bower , G. H. Vol. 24 , 109 – 165 . San Diego, CA : Academic Press .
  • McGraw , K. O. , Tew , M. D. and Williams , J. E. 2000 . The integrity of web-delivered experiments: Can you trust the data? . Psychological Science , 11 : 502 – 506 .
  • Miller , R. R. and Matzel , L. D. 1988 . “ The comparator hypothesis: A response rule for the expression of associations ” . In The psychology of learning and motivation , Edited by: Bower , G. H. Vol. 22 , 51 – 92 . San Diego, CA : Academic Press .
  • Pineño , O. , Denniston , J. C. , Beckers , T. , Matute , H. and Miller , R. R. 2005 . Contrasting predictive and causal values of predictors and causes . Learning & Behavior , 33 : 184 – 196 .
  • Ratcliff , R. 1990 . Connectionist models of recognition memory: Constraints imposed by learning and forgetting functions . Psychological Review , 97 : 285 – 308 .
  • Rescorla , R. A. and Wagner , A. R. 1972 . “ A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement ” . In Classical conditioning II: Current research and theory , Edited by: Black , A. H. and Prokasy , W. F. 64 – 99 . New York : Appleton-Century-Crofts .
  • Shanks , D. R. 2007 . Associationism and cognition: Human contingency learning at 25 . Quarterly Journal of Experimental Psychology , 60 : 291 – 309 .
  • Shanks , D. R. and Dickinson , A. 1987 . “ Associative accounts of causality judgment ” . In The psychology of learning and motivation , Edited by: Bower , G. H. Vol. 21 , 229 – 261 . San Diego, CA : Academic Press .
  • Sloman , S. A. 1996 . The empirical case for two systems of reasoning . Psychological Bulletin , 119 : 3 – 22 .
  • Smedslund , J. 1963 . The concept of correlation in adults . Scandinavian Journal of Psychology , 4 : 165 – 173 .
  • Smolensky , P. 1988 . On the proper treatment of connectionism . Behavioral and Brain Sciences , 11 : 1 – 74 .
  • Steyvers , M. , Tenenbaum , J. B. , Wagenmakers , E.-J. and Blum , B. 2003 . Inferring causal networks from observations and interventions . Cognitive Science , 27 : 453 – 489 .
  • Vadillo , M. A. , Miller , R. R. and Matute , H. M. 2005 . Causal and predictive-value judgments, but not predictions, are based on cue–outcome contingency . Learning & Behavior , 33 : 172 – 183 .
  • Van Hamme , L. J. and Wasserman , E. A. 1994 . Cue competition in causality judgments: The role of nonpresentation of compound stimulus elements . Learning and Motivation , 25 : 127 – 151 .
  • Wagner , A. R. , Logan , F. A. , Haberlandt , K. and Price , T. 1968 . Stimulus selection in animal discrimination learning . Journal of Experimental Psychology , 76 : 171 – 180 .
  • Waldmann , M. R. 2000 . Competition among causes but not effects in predictive and diagnostic learning . Journal of Experimental Psychology: Learning, Memory, and Cognition , 26 : 53 – 76 .
  • Waldmann , M. R. and Holyoak , K. J. 1992 . Predictive and diagnostic learning within causal models: Asymmetries in cue competition . Journal of Experimental Psychology: General , 121 : 222 – 236 .
  • Ward , W. C. and Jenkins , H. M. 1965 . The display of information and the judgment of contingency . Canadian Journal of Psychology , 19 : 231 – 241 .
  • Wasserman , E. A. 1974 . Stimulus-reinforcer predictiveness and selective discrimination learning in pigeons . Journal of Experimental Psychology , 103 : 284 – 297 .
  • Wasserman , E. A. 1990 . Attribution of causality to common and distinctive elements of compound stimuli . Psychological Science , 1 : 298 – 302 .
  • Wasserman , E. A. , Chatlosh , D. L. and Neunaber , D. J. 1983 . Perception of causal relations in humans: Factors affecting judgments of response–outcome contingencies under free-operant procedures . Learning and Motivation , 14 : 406 – 432 .
  • Wasserman , E. A. , Elek , S. M. , Chatlosh , D. L. and Baker , A. G. 1993 . Rating causal relations: The role of probability in judgments of response–outcome contingency . Journal of Experimental Psychology: Learning, Memory, and Cognition , 19 : 174 – 188 .
  • White , P. A. 2003 . Effects of wording and stimulus format on the use of contingency information in causal judgment . Memory and Cognition , 31 : 231 – 242 .

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