Literature DB >> 28781390

Virtual Personalities: Using Computational Modeling to Understand Within-Person Variability.

Stephen J Read1, Benjamin Smith1, Vitaliya Droutman1, Lynn C Miller1.   

Abstract

How can the same underlying psychological/neurobiological system result in both stable between-individual differences and high levels of within-individual variability in personality states over time and situations? We argue that both types of variability result from a psychological system based on structured, chronic motivations, where behavior at a specific point in time is a joint function of the current availability of motive affordances in the situation, current motivationally relevant bodily or interoceptive states, and the result of the competition among alternative active motives. Here we present a biologically-based theoretical framework, embodied in two different computational models, that shows how individuals with stable personality characteristics, can nevertheless exhibit considerable within-person variability in personality states across time and situations.

Entities:  

Keywords:  Between-person variability; Social computational modeling; Virtual Personalities; Within-person variability

Year:  2016        PMID: 28781390      PMCID: PMC5541910          DOI: 10.1016/j.jrp.2016.10.005

Source DB:  PubMed          Journal:  J Res Pers        ISSN: 0092-6566


  18 in total

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Review 6.  A cognitive-affective system theory of personality: reconceptualizing situations, dispositions, dynamics, and invariance in personality structure.

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7.  Whole Trait Theory.

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Review 8.  From prediction error to incentive salience: mesolimbic computation of reward motivation.

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Journal:  Eur J Neurosci       Date:  2012-04       Impact factor: 3.386

9.  The independent effects of personality and situations on real-time expressions of behavior and emotion.

Authors:  Ryne A Sherman; John F Rauthmann; Nicolas A Brown; David G Serfass; Ashley Bell Jones
Journal:  J Pers Soc Psychol       Date:  2015-04-27

Review 10.  A neural network model of the structure and dynamics of human personality.

Authors:  Stephen J Read; Brian M Monroe; Aaron L Brownstein; Yu Yang; Gurveen Chopra; Lynn C Miller
Journal:  Psychol Rev       Date:  2010-01       Impact factor: 8.934

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  4 in total

1.  Modeling incentive salience in Pavlovian learning more parsimoniously using a multiple attribute model.

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2.  Systematic Representative Design: A Reply to Commentaries.

Authors:  Lynn C Miller; David C Jeong; Liyuan Wang; Sonia Jawaid Shaikh; Traci K Gillig; Carlos G Godoy; Robert R Appleby; Charisse L Corsbie-Massay; Stacy Marsella; John L Christensen; Stephen J Read
Journal:  Psychol Inq       Date:  2020-01-04

3.  The Big Five, Everyday Contexts and Activities, and Affective Experience.

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4.  The Virtual Personalities Neural Network Model: Neurobiological Underpinnings.

Authors:  Stephen J Read; Ashley D Brown; Peter Wang; Lynn C Miller
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