Literature DB >> 12834999

Hypothesis generation, probability judgment, and individual differences in working memory capacity.

Michael R P Dougherty1, Jennifer E Hunter.   

Abstract

This research examined the role of working memory (WM) in probability judgment and hypothesis generation using a simulated task that involved estimating the likelihood that particular menu items would be ordered by customers at a dinner. Five main findings were observed. First, judgments of the likelihood of individual items were made relative to alternatives retrieved from long-term memory. Second, the number of alternatives retrieved was positively correlated with a measure of WM-capacity (the operation-span task). Third, participants' probability judgments were subadditive (summing to well over 100%). Fourth, the degree to which participants' judgments were subadditive was affected by the number and strength of the alternatives retrieved from long-term memory. Fifth, the degree to which participants were subadditive was negatively correlated with WM-capacity. The results suggest that individual differences in WM-capacity are fundamental to hypothesis generation and probability judgment.

Entities:  

Mesh:

Year:  2003        PMID: 12834999     DOI: 10.1016/s0001-6918(03)00033-7

Source DB:  PubMed          Journal:  Acta Psychol (Amst)        ISSN: 0001-6918


  11 in total

1.  The role of visuospatial and verbal working memory in perceptual category learning.

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Journal:  Mem Cognit       Date:  2007-09

2.  Effects of age and contextualized material on working memory span performance.

Authors:  Melanie Zeintl; Matthias Kliegel
Journal:  Eur J Ageing       Date:  2009-06-23

3.  The role of inhibitory control in age-related operation span performance.

Authors:  Melanie Zeintl; Matthias Kliegel
Journal:  Eur J Ageing       Date:  2007-10-11

4.  Predicting Risky Decision Making (Odds Selection) in Regular Soccer Gamblers from Nigeria using Cognitive Tasks Combined with Non-Cognitive Measures.

Authors:  Valentine A Ucheagwu; Ugochukwu C Ogbogu; Ugboaku U Patrick; Jesse P Ossai
Journal:  J Gambl Stud       Date:  2022-09-24

5.  Category learning strategies in younger and older adults: Rule abstraction and memorization.

Authors:  Christopher N Wahlheim; Mark A McDaniel; Jeri L Little
Journal:  Psychol Aging       Date:  2016-03-07

6.  Probability judgment and subadditivity: the role of working memory capacity and constraining retrieval.

Authors:  Michael R P Dougherty; Jennifer Hunter
Journal:  Mem Cognit       Date:  2003-09

7.  The multifold relationship between memory and decision making: an individual-differences study.

Authors:  Fabio Del Missier; Timo Mäntylä; Patrik Hansson; Wändi Bruine de Bruin; Andrew M Parker; Lars-Göran Nilsson
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2013-04-08       Impact factor: 3.051

Review 8.  Asking the right questions about the psychology of human inquiry: Nine open challenges.

Authors:  Anna Coenen; Jonathan D Nelson; Todd M Gureckis
Journal:  Psychon Bull Rev       Date:  2019-10

9.  Implications of cognitive load for hypothesis generation and probability judgment.

Authors:  Amber M Sprenger; Michael R Dougherty; Sharona M Atkins; Ana M Franco-Watkins; Rick P Thomas; Nicholas Lange; Brandon Abbs
Journal:  Front Psychol       Date:  2011-06-17

10.  Temporal dynamics of hypothesis generation: the influences of data serial order, data consistency, and elicitation timing.

Authors:  Nicholas D Lange; Rick P Thomas; Eddy J Davelaar
Journal:  Front Psychol       Date:  2012-06-29
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