Literature DB >> 32767496

Systematic exploration and uncertainty dominate young children's choices.

Nathaniel J Blanco1, Vladimir M Sloutsky1.   

Abstract

Organisms need to constantly balance the competing demands of gathering information and using previously acquired information to obtain rewarding outcomes (i.e., the "exploration-exploitation" dilemma). Exploration is critical to obtain information to discover how the world works, which should be particularly important for young children. While studies have shown that young children explore in response to surprising events, little is known about how they balance exploration and exploitation across multiple decisions or about how this process changes with development. In this study, we compare decision-making patterns of children and adults and evaluate the relative influences of reward seeking, random exploration, and systematic switching (which approximates uncertainty-directed exploration). In a second experiment, we directly test the effect of uncertainty on children's choices. Influential models of decision-making generally describe systematic exploration as a computationally refined capacity that relies on top-down cognitive control. We demonstrate that (a) systematic patterns dominate young children's behavior (facilitating exploration), despite protracted development of cognitive control; and (b) that uncertainty plays a major, but complicated, role in determining children's choices. We conclude that while young children's immature top-down control should hinder adult-like systematic exploration, other mechanisms may pick up the slack, facilitating broad information gathering in a systematic fashion to build a foundation of knowledge for use later in life.
© 2020 John Wiley & Sons Ltd.

Entities:  

Keywords:  attention; cognitive development; decision-making; exploration; information seeking; reward

Mesh:

Year:  2020        PMID: 32767496      PMCID: PMC7867663          DOI: 10.1111/desc.13026

Source DB:  PubMed          Journal:  Dev Sci        ISSN: 1363-755X


  32 in total

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Journal:  J Exp Psychol Gen       Date:  2016-12-15

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Authors:  Stephanie M Smith; Ian Krajbich
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Authors:  Nathaniel D Daw; John P O'Doherty; Peter Dayan; Ben Seymour; Raymond J Dolan
Journal:  Nature       Date:  2006-06-15       Impact factor: 49.962

5.  Infants preferentially approach and explore the unexpected.

Authors:  Zi L Sim; Fei Xu
Journal:  Br J Dev Psychol       Date:  2017-08-09

6.  The development of categorization: effects of classification and inference training on category representation.

Authors:  Wei Sophia Deng; Vladimir M Sloutsky
Journal:  Dev Psychol       Date:  2015-01-19

7.  Costs of Selective Attention: When Children Notice What Adults Miss.

Authors:  Daniel J Plebanek; Vladimir M Sloutsky
Journal:  Psychol Sci       Date:  2017-04-07

8.  Selective attention, filtering, and the development of working memory.

Authors:  Daniel J Plebanek; Vladimir M Sloutsky
Journal:  Dev Sci       Date:  2018-09-24

9.  Searching for Rewards Like a Child Means Less Generalization and More Directed Exploration.

Authors:  Eric Schulz; Charley M Wu; Azzurra Ruggeri; Björn Meder
Journal:  Psychol Sci       Date:  2019-10-25

10.  Physiological and behavioral signatures of reflective exploratory choice.

Authors:  A Ross Otto; W Bradley Knox; Arthur B Markman; Bradley C Love
Journal:  Cogn Affect Behav Neurosci       Date:  2014-12       Impact factor: 3.526

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  8 in total

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Authors:  Elizabeth Renner; Donna Kean; Mark Atkinson; Christine A Caldwell
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6.  Taking account of others' goals in social information use: Developmental changes in 3- to 7-year-old children.

Authors:  Kirsten H Blakey; Mark Atkinson; Eva Rafetseder; Elizabeth Renner; Christine A Caldwell
Journal:  J Exp Child Psychol       Date:  2021-12-09

7.  The Sweet Spot: When Children's Developing Abilities, Brains, and Knowledge Make Them Better Learners Than Adults.

Authors:  Samantha Gualtieri; Amy S Finn
Journal:  Perspect Psychol Sci       Date:  2022-04-11

8.  Exploration heuristics decrease during youth.

Authors:  Magda Dubois; Aislinn Bowler; Madeleine E Moses-Payne; Johanna Habicht; Rani Moran; Nikolaus Steinbeis; Tobias U Hauser
Journal:  Cogn Affect Behav Neurosci       Date:  2022-05-19       Impact factor: 3.526

  8 in total

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