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Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing

The pre-decisional process of hypothesis generation is a ubiquitous cognitive faculty that we continually employ in an effort to understand our environment and thereby support appropriate judgments and decisions. Although we are beginning to understand the fundamental processes underlying hypothesis...

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Autores principales: Lange, Nicholas D., Thomas, Rick P., Davelaar, Eddy J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386498/
https://www.ncbi.nlm.nih.gov/pubmed/22754547
http://dx.doi.org/10.3389/fpsyg.2012.00215
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author Lange, Nicholas D.
Thomas, Rick P.
Davelaar, Eddy J.
author_facet Lange, Nicholas D.
Thomas, Rick P.
Davelaar, Eddy J.
author_sort Lange, Nicholas D.
collection PubMed
description The pre-decisional process of hypothesis generation is a ubiquitous cognitive faculty that we continually employ in an effort to understand our environment and thereby support appropriate judgments and decisions. Although we are beginning to understand the fundamental processes underlying hypothesis generation, little is known about how various temporal dynamics, inherent in real world generation tasks, influence the retrieval of hypotheses from long-term memory. This paper presents two experiments investigating three data acquisition dynamics in a simulated medical diagnosis task. The results indicate that the mere serial order of data, data consistency (with previously generated hypotheses), and mode of responding influence the hypothesis generation process. An extension of the HyGene computational model endowed with dynamic data acquisition processes is forwarded and explored to provide an account of the present data.
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spelling pubmed-33864982012-07-02 Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing Lange, Nicholas D. Thomas, Rick P. Davelaar, Eddy J. Front Psychol Psychology The pre-decisional process of hypothesis generation is a ubiquitous cognitive faculty that we continually employ in an effort to understand our environment and thereby support appropriate judgments and decisions. Although we are beginning to understand the fundamental processes underlying hypothesis generation, little is known about how various temporal dynamics, inherent in real world generation tasks, influence the retrieval of hypotheses from long-term memory. This paper presents two experiments investigating three data acquisition dynamics in a simulated medical diagnosis task. The results indicate that the mere serial order of data, data consistency (with previously generated hypotheses), and mode of responding influence the hypothesis generation process. An extension of the HyGene computational model endowed with dynamic data acquisition processes is forwarded and explored to provide an account of the present data. Frontiers Research Foundation 2012-06-29 /pmc/articles/PMC3386498/ /pubmed/22754547 http://dx.doi.org/10.3389/fpsyg.2012.00215 Text en Copyright © 2012 Lange, Thomas and Davelaar. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.
spellingShingle Psychology
Lange, Nicholas D.
Thomas, Rick P.
Davelaar, Eddy J.
Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title_full Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title_fullStr Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title_full_unstemmed Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title_short Temporal Dynamics of Hypothesis Generation: The Influences of Data Serial Order, Data Consistency, and Elicitation Timing
title_sort temporal dynamics of hypothesis generation: the influences of data serial order, data consistency, and elicitation timing
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386498/
https://www.ncbi.nlm.nih.gov/pubmed/22754547
http://dx.doi.org/10.3389/fpsyg.2012.00215
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