SARA: A cognitive process model to simulate the anchoring effect and hindsight bias

References

• Anderson , J. R. and Schooler , J. W. 1991 . Reflections of the environment in memory . Psychological Science , 2 : 396 – 408 .
   Web of Science ®Google Scholar
• Anderson , N. H. 1981 . Foundations of information integration theory , New York : Academic Press .
   Google Scholar
• Anderson , N. H. 1986 . “ Algebraic rules in psychological measurement ” . In Judgment and decision making: An interdisciplinary reader , Edited by: Arkes , H. R. and Hammond , K. R. 77 – 94 . Cambridge : Cambridge University Press .
   Google Scholar
• Blank , H. , Fischer , V. and Erdfelder , E. 2003 . Hindsight bias in political elections . Memory , 11 : 491 – 504 .
   PubMed Web of Science ®Google Scholar
• Chapman , G. B. and Johnson , E. J. 1994 . The limits of anchoring . Journal of Behavioral Decision Making , 7 : 223 – 242 .
   Web of Science ®Google Scholar
• Choi , I. and Nisbett , R. E. 2000 . Cultural psychology of surprise: Holistic theories and recognition of contradiction . Journal of Personality and Social Psychology , 79 : 890 – 905 .
   PubMed Web of Science ®Google Scholar
• Christensen-Szalanski , J. J. J. and Willham , C. F. 1991 . The hindsight bias: A meta-analysis . Organizational Behavior and Human Decision Processes , 48 : 147 – 168 .
   Web of Science ®Google Scholar
• Cowan , N. 2001 . The magical number 4 in short-term memory: A reconsideration of menial storage capacity . Behavioral and Brain Sciences , 24 : 87 – 185 .
   PubMed Web of Science ®Google Scholar
• Davies , M. F. 1987 . Reduction of hindsight bias by restoration of foresight perspective: Effectiveness of foresight-encoding and hindsight-retrieval strategies . Organizational Behavior and Human Decision Processes , 40 : 50 – 68 .
   Web of Science ®Google Scholar
• Davies , M. F. 1992 . Field dependence and hindsight bias: Cognitive restructuring and the generation of reasons . Journal of Research in Personality , 26 : 58 – 74 .
   Web of Science ®Google Scholar
• Dehn , D. M. and Erdfelder , E. 1998 . What kind of bias is hindsight bias? . Psychological Research , 61 : 135 – 146 .
   Web of Science ®Google Scholar
• Eisenhauer , M. and Pohl , R. F. Selective activation as an explanation for hindsight bias . Proceedings of the Twenty First Annual Conference of the Cognitive Science Society . pp. 144 – 148 . Mahwah, NJ : Lawrence Erlbaum Associates Inc .
   Google Scholar
• Erdfelder , E. and Buchner , A. 1998 . Decomposing the hindsight bias: An integrative multinomial processing tree model . Journal of Experimental Psychology: Learning, Memory, and Cognition , 24 : 387 – 414 .
   Web of Science ®Google Scholar
• Fischer , I. and Budescu , D. V. 1995 . “ Desirability and hindsight bias in predicting results of a multi-party election ” . In Contributions to decision making I , Edited by: Caverni , J.-P. , Bar-Hiilei , M. and Barren , F. H. 193 – 212 . Amsterdam : Elsevier .
   Google Scholar
• Fischhoff , B. 1975 . Hindsight ≠ foresight: The effect of outcome knowledge on judgment under uncertainty . Journal of Experimental Psychology: Human Perception and Performance , 1 : 288 – 299 .
   Web of Science ®Google Scholar
• Fischhoff , B. 1977 . Perceived informativeness of facts . Journal of Experimental Psychology: Human Perception and Performance , 3 : 349 – 358 .
   Web of Science ®Google Scholar
• Gigerenzer , G. , Hoffrage , U. and Kleinbölting , H. 1991 . Probabilistic mental models: A Brunswikian theory of confidence . Psychological Review , 98 : 506 – 528 .
   PubMed Web of Science ®Google Scholar
• Guerin , B. 1982 . Salience and hindsight biases in judgments of world events . Psychological Reports , 50 : 411 – 414 .
   Web of Science ®Google Scholar
• Hardt , O. and Pohl , R. F. 2003 . Hindsight bias as a function of anchor distance and anchor plausibility . Memory , 11 : 379 – 394 .
   PubMed Web of Science ®Google Scholar
• Hasher , L. , Attig , M. S. and Alba , J. W. 1981 . knew it all along: Or did I? . Journal of Verbal Learning and Verbal Behavior , 20 : 86 – 96 .
   Google Scholar
• Hawkins , S. A. and Hastie , R. 1990 . Hindsight: Biased judgments of past events after the outcomes are known . Psychological Bulletin , 107 : 311 – 327 .
   Web of Science ®Google Scholar
• Hell , W. , Gigerenzer , G. , Gauggel , S. , Mall , M. and Müller , M. 1988 . Hindsight bias: An interaction of automatic and motivational factors? . Memory and Cognition , 16 : 533 – 538 .
   PubMed Web of Science ®Google Scholar
• Hertwig , R. , Fanselow , C and Hoffrage , U. 2003 . Hindsight bias: How knowledge and heuristics affect our reconstruction of the past . Memory , 11 : 357 – 377 .
   PubMed Web of Science ®Google Scholar
• Hertwig , R. , Gigerenzer , G. and Hoffrage , U. 1997 . The reiteration effect in hindsight bias . Psychological Review , 104 : 194 – 202 .
   Web of Science ®Google Scholar
• Hoffrage , U. , Hertwig , R. and Gigerenzer , G. 2000 . Hindsight bias: A by-product of knowledge updating? . Journal of Experimental Psychology: Learning, Memory, and Cognition , 26 : 566 – 581 .
   PubMed Web of Science ®Google Scholar
• Hogarth , R. M. and Einhorn , H. J. 1992 . Order effects in belief updating: The belief-adjustment model . Cognitive Psychology , 24 : 1 – 55 .
   Web of Science ®Google Scholar
• Kahneman , D. and Miller , D. T. 1986 . Norm theory: Comparing reality to its alternatives . Psychological Review , 93 : 136 – 153 .
   Web of Science ®Google Scholar
• Kerstholt , J. and Jackson , J. L. 1998 . Judicial decision making: Order of evidence presentation and availability of background information . Applied Cognitive Psychology , 12 : 445 – 454 .
   Web of Science ®Google Scholar
• Kohnert , A. 1996 . Grenzen des Rückschaufehlers: Die Verzerrung von Erinnerungen an früheres Wissen durch neue Informationen [Limits of hindsight bias: The distortions of recollections of earlier knowledge through new information] , Bonn, , Germany : Holos .
   Google Scholar
• Mark , M. M. , Boburka , R. R. , Eysseil , K. M. , Cohen , L. L. and Mellor , S. 2003 . “I couldn't have seen il coming”: The impact of negative self-relevant outcomes on retrospections about foreseeability . Memory , 11 : 443 – 454 .
   PubMed Web of Science ®Google Scholar
• Mazursky , D. and Ofir , C. 1990 . “I could never have expected it to happen”: The reversal of the hindsight bias . Organizational Behavior and Human Decision Processes , 46 : 20 – 33 .
   Web of Science ®Google Scholar
• Mensink , G.-J. and Raaijmakers , J. G. W. 1988 . A model of interference and forgetting . Psychological Review , 95 : 434 – 455 .
   Web of Science ®Google Scholar
• Mensink , G.-J. and Raaijmakers , J. G. W. 1989 . A model of contextual fluctuation . Journal of Mathematical Psychology , 33 : 172 – 186 .
   Web of Science ®Google Scholar
• Miller , G. A. 1956 . The magical number seven, plus or minus two: Some limits on our capacity for processing information . Psychological Review , 63 : 81 – 97 .
   PubMed Web of Science ®Google Scholar
• Musch , J. 2003 . Personality differences in hindsight bias . Memory , 11 : 473 – 489 .
   PubMed Web of Science ®Google Scholar
• Mussweiler , T. and Strack , F. 1999 . Hypothesis-consistent testing and semantic priming in the anchoring paradigm: A selective accessibility model . Journal of Experimental Social Psychology , 35 : 136 – 164 .
   Web of Science ®Google Scholar
• Ofir , C. and Mazursky , D. 1997 . Does a surprising outcome reinforce or reverse the hindsight bias? . Organizational Behavior and Human Decision Processes , 69 : 51 – 57 .
   Web of Science ®Google Scholar
• Pezzo , M. V. 2003 . Surprise, defence, or making sense: What removes the hindsight bias? . Memory , 11 : 421 – 441 .
   PubMed Web of Science ®Google Scholar
• Pohl , R. F. 1992 . Der Rückschau-Fehler: systematische Verfälschung der Erinnerung bei Experlen und Novizen [Hindsight bias: Systematic distortions of the memory of experts and lay persons] . Kognitionswissenschaft , 3 : 38 – 44 .
   Google Scholar
• Pohl , R. F. 1995 . “ Disenchanting hindsight bias ” . In Contributions to decision making , Edited by: Caverni , J.-P. , Bar-Hillel , M. , Barron , F. H. and Jungermann , H. 323 – 334 . Amsterdam : Elsevier .
   Google Scholar
• Pohl , R. F. 1998 . The effects of feedback source and plausibility on hindsight bias . European Journal of Cognitive Psychology , 10 : 191 – 212 .
   Web of Science ®Google Scholar
• Pohl , R. F. More than hindsight bias: Systematically distorted recollections of the solutions of difficult knowledge questions . Paper presented at the 11th Congress of the European Society for Cognitive Psychology . Ghent, Belgium.
   Google Scholar
• Pohl , R. F. 2000 . “ Suggestibility and anchoring ” . In Suggestion and suggestibility: Advances in theory and research , Edited by: De Pascalis , V. , Gheorghiu , V. A. , Sheehan , P. W. and Kirsch , I. 137 – 151 . Munich, , Germany : M.E.G.-Stiftung .
   Google Scholar
• Pohl , R. F. , Bender , M. and Eachmann , G. 2002 . Hindsight bias around the world . Experimental Psychology , 49 : 270 – 282 .
   PubMed Web of Science ®Google Scholar
• Pohl , R. F. and Eisenhauer , M. SARA: An associative model for anchoring and hindsight bias . Proceedings of the Nineteenth Annual Conference of the Cognitive Science Society . Edited by: Shaflo , M. G. and Eangley , P. pp. 1103 Mahwah, NJ : Eawrence Erlbaum Associates Inc .
   Google Scholar
• Pohl , R. F. , Hardt , O. and Eisenhauer , M. 2000 . SARA-Ein kognitives Prozeßmodell zur Erklärung von Ankereffekt und Rückschaufehler [SARA - A cognitive process model to explain anchoring effect and hindsight bias] . Kognitionswissenschaft , 9 : 77 – 92 .
   Google Scholar
• Pohl , R. F. and Hell , W. 1996 . No reduction of hindsight bias with complete information and repealed testing . Organizational Behavior and Human Decision Processes , 67 : 49 – 58 .
   Web of Science ®Google Scholar
• Pohl , R. F. , Ludwig , M. and Ganner , J. 1999 . Kein Effekt der Tiefe der Elaboration auf das Ausmaß des Rückschaufehlers [No effect of the degree of elaboration on the amount of hindsight bias] . Zeitschrift für Experimentelle Psychologie , 46 : 275 – 287 .
   Google Scholar
• Powell , J. E. 1988 . A lest of the “knew-it-all-along” effect in the 1984 presidential and statewide elections . Journal of Applied Social Psychology , 18 : 760 – 773 .
   Web of Science ®Google Scholar
• Raaijmakers , J. G. W. and Shiffrin , R. M. 1980 . “ SAM: A theory of probabilistic search of associative memory ” . In The psychology of learning and motivation , Edited by: Bower , G. H. Vol. 14 , 207 – 262 . San Diego, CA : Academic Press .
   Google Scholar
• Renner , B. 2003 . Hindsight bias after receiving self-relevant health risk information: A motivational perspective . Memory , 11 : 455 – 472 .
   PubMed Web of Science ®Google Scholar
• Schmidt , C. 1993 . Verzerrte Vorstellung von Vergangenem: Vorsatz oder Versehen? [Dislorted images of the past: Intention or failure?] , Bonn, , Germany : Holos-Verlag .
   Google Scholar
• Schwarz , S. and Stahlberg , D. 1999 . Hindsight-bias: The role of perfect memory and meta-cognitions (Report No. 99-35) Mannheim, , Germany Sonderforschungsbereich 504: Rationality, decision making, and economic modelling
   Google Scholar
• Schwarz , S. and Stahlberg , D. 2003 . Strength of hindsight bias as a consequence of meta-cognitions . Memory , 11 : 395 – 410 .
   PubMed Web of Science ®Google Scholar
• Shiffrin , R. M. and Raaijmakers , J. G. W. 1992 . “ The SAM retrieval model: A relrospective and a prospective ” . In From learning processes to cognitive processes: Essays in Honor of William K. Estes , Edited by: Healy , A. F. , Kosslyn , S. M. and Shiffrin , R. M. Vol 2 , 69 – 86 . Hillsdale, NJ : Eawrence Erlbaum Associates Inc .
   Google Scholar
• Siahlberg , D. , Eller , F. , Romahn , A. and Frey , D. 1993 . Der Knew-it-all-along-Effekt in Urteilssituationen von hoher und geringer Selbstwertrelevanz [The knew-it-all-along effect in judgmental settings of high and low self-esteem relevance] . Zeitschrift für Sozialpsychologie , 24 : 94 – 102 .
   Google Scholar
• Stahlberg , D. and Maass , A. 1998 . “ Hindsight bias: Impaired memory or biased reconstruction? ” . In European review of social psychology , Edited by: Stroebe , W. and Hewslone , M. Vol. 8 , 105 – 132 . Chichester, , UK : Wiley .
   Google Scholar
• Stahlberg , D. and Schwarz , S. 1999 . Would I have known it all along if I would hate to know it? The hindsight bias in situations of high and low self esteem relevance (Report No. 99-34) Mannheim, , Germany Sonderforschungsbereich 504: Rationality, decision making, and economic modelling
   Google Scholar
• Strack , F. and Mussweiler , T. 1997 . Explaining the enigmatic anchoring effect: Mechanisms of selective accessibility . Journal of Personality and Social Psychology , 7 : 437 – 446 .
   Google Scholar
• Tukey , J. W. 1977 . Exploratory data analysis , Reading, MA : Addison-Wesley .
   Google Scholar
• Tversky , A. and Kahneman , D. 1974 . Judgment under uncertainty: Heuristics and biases . Science , 185 : 1124 – 1131 .
   PubMed Web of Science ®Google Scholar
• Wasserman , D. , Lempert , R. O. and Hastie , R. 1991 . Hindsight and causality . Personality and Social Psychology Bulletin , 17 : 30 – 35 .
   Web of Science ®Google Scholar
• Werth , L. 1998 . Ein inferentieller Erklärungsansatz des Rückschaufehlers [An inference explanation of hindsight bias] , Hamburg, , Germany : Kovac .
   Google Scholar
• Werth , L. and Strack , F. 2003 . An inferential approach to the knew-it-all-along phenomenon . Memory , 11 : 411 – 419 .
   PubMed Web of Science ®Google Scholar
• Winman , A. , Juslin , P. and Björkman , M. 1998 . The confidence-hindsight mirror effect in judgment: An accuracy-assessment model for the knew-it-all-along phenomenon . Journal of Experimental Psychology: Learning, Memory, and Cognition , 24 : 415 – 431 .
   Web of Science ®Google Scholar
• Wood , G. 1978 . The “knew-il-all-along” effect . Journal of Experimental Psychology: Human Perception and Performance , 4 : 345 – 353 .
   Web of Science ®Google Scholar