Information integration in multiple cue judgment: A division of labor hypothesis
There is considerable evidence that judgment is constrained to additive integration of information. The authors propose an explanation of why serial and additive cognitive integration can produce accurate multiple cue judgment both in additive and non-additive environments in terms of an adaptive di...
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| Published in | Cognition Vol. 106; no. 1; pp. 259 - 298 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
2008
Elsevier Elsevier Science |
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| Online Access | Get full text |
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| Abstract | There is considerable evidence that judgment is constrained to additive integration of information. The authors propose an explanation of why serial and additive cognitive integration can produce accurate multiple cue judgment both in additive and non-additive environments in terms of an adaptive division of labor between multiple representations. It is hypothesized that, whereas the additive, independent linear effect of each cue can be explicitly abstracted and integrated by a serial, additive judgment process, a variety of sophisticated task properties, like non-additive cue combination, non-linear relations, and inter-cue correlation, are carried implicitly by exemplar memory. Three experiments investigating the effect of additive versus non-additive cue combination verify the predicted shift in cognitive representations as a function of the underlying combination rule. |
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| AbstractList | There is considerable evidence that judgment is constrained to additive integration of information. The authors propose an explanation of why serial and additive cognitive integration can produce accurate multiple cue judgment both in additive and non-additive environments in terms of an adaptive division of labor between multiple representations. It is hypothesized that, whereas the additive, independent linear effect of each cue can be explicitly abstracted and integrated by a serial, additive judgment process, a variety of sophisticated task properties, like non-additive cue combination, non-linear relations, and inter-cue correlation, are carried implicitly by exemplar memory. Three experiments investigating the effect of additive versus non-additive cue combination verify the predicted shift in cognitive representations as a function of the underlying combination rule. There is considerable evidence that judgment is constrained to additive integration of information. The authors propose an explanation of why serial and additive cognitive integration can produce accurate multiple cue judgment both in additive and non-additive environments in terms of an adaptive division of labor between multiple representations. It is hypothesized that, whereas the additive, independent linear effect of each cue can be explicitly abstracted and integrated by a serial, additive judgment process, a variety of sophisticated task properties, like non-additive cue combination, non-linear relations, and inter-cue correlation, are carried implicitly by exemplar memory. Three experiments investigating the effect of additive versus non-additive cue combination verify the predicted shift in cognitive representations as a function of the underlying combination rule. All rights reserved, Elsevier |
| Author | Juslin, Peter Karlsson, Linnea Olsson, Henrik |
| Author_xml | – sequence: 1 givenname: Peter surname: Juslin fullname: Juslin, Peter email: peter.juslin@psyk.uu.se organization: Department of Psychology, Umeå University, Umeå, Sweden – sequence: 2 givenname: Linnea surname: Karlsson fullname: Karlsson, Linnea organization: Department of Psychology, Umeå University, Umeå, Sweden – sequence: 3 givenname: Henrik surname: Olsson fullname: Olsson, Henrik organization: Department of Psychology, Uppsala University, Uppsala, Sweden |
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| Keywords | Cue abstraction Multiple-cue judgment Exemplar memory Judgment Human Information integration Memory Cognition Abstraction |
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| Snippet | There is considerable evidence that judgment is constrained to additive integration of information. The authors propose an explanation of why serial and... |
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| SubjectTerms | Adult Association Learning Attention Biological and medical sciences Cognition. Intelligence Cognitive Processes Cue abstraction Cues Discrimination Learning Division of labour Exemplar memory Female Fundamental and applied biological sciences. Psychology Generalization (Psychology) Humans Judgement Judgment Knowledge management Male Memory Miscellaneous Models, Theoretical Multiple-cue judgment Probability Learning Problem Solving Psychology Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Psykologi SAMHÄLLSVETENSKAP Serial Learning SOCIAL SCIENCES Socialvetenskap Stimuli Theories |
| Title | Information integration in multiple cue judgment: A division of labor hypothesis |
| URI | https://dx.doi.org/10.1016/j.cognition.2007.02.003 http://eric.ed.gov/ERICWebPortal/detail?accno=EJ781405 https://www.ncbi.nlm.nih.gov/pubmed/17376423 https://search.proquest.com/docview/20475777 https://search.proquest.com/docview/36779882 https://search.proquest.com/docview/70101860 https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-87199 |
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