Evidence map›Paper›PMID 41284833›Full record

ArticleBehavioral neuroscience2025

A rational information gathering account of infant habituation.

Gili Karni, Marcelo G Mattar, Lauren Emberson, Nathaniel D Daw

Abstract read
In one paragraph

Article in Behavioral neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Gili KarniPrinceton Neuroscience Institute, Princeton University.ORCID 0000-0003-1854-1158
Marcelo G MattarDepartment of Psychology, New York University.ORCID 0000-0003-3303-2490
Lauren EmbersonDepartment of Psychology, University of British Columbia.ORCID 0000-0002-2374-6580
Nathaniel D DawPrinceton Neuroscience Institute, Princeton University.ORCID 0000-0001-5029-1430

Funding

Value networks and hippocampal non-local representationsR01MH136875 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JOSHUA D BERKE, Nathaniel Douglass Daw · 2024 to 2026
$2.4M
CRCNS: Computational Foundations for Externalizing/Internalizing PsychopathologyR01MH135587 · NIMH · PRINCETON UNIVERSITY · PI DAW, NATHANIEL DOUGLASS · 2023 to 2025
$613k
McDonnell FoundationNatural Sciences and Engineering Research CouncilNIMH NIH HHS R01 MH135587NIMH NIH HHS R01 MH136875
6 · The paper itself

Abstract

Gaze is one of the primary experimental measures for studying cognitive development, especially in preverbal infants. However, the field is only beginning to develop a principled explanatory framework for making sense of the various factors affecting gaze. We approach this issue by addressing infant gaze from first principles, using rational information gathering. In particular, we revisit the influential descriptive account of Hunter and Ames (1988), which posits a set of regularities argued to govern how gaze preference for a stimulus changes with experience and other factors. When the Hunter and Ames's (1988) model is reconsidered from the perspective of rational information gathering (as recently also proposed by other authors), one feature of the model emerges as surprising: that preference for a stimulus is not monotonic with exposure. This claim, which has at least some empirical support, is in contrast to most statistical measures of informativeness, which strictly decline with experience. We present a normative, computational theory of visual exploration that rationalizes this and other features of the classic account. Our account suggests that Hunter and Ames's (1988) signature nonmonotonic pattern is a direct manifestation of a ubiquitous principle of the value of information in sequential tasks, other consequences of which have recently been observed in a range of settings including deliberation, exploration, curiosity, and boredom. This is that the value of information gathering, putatively driving gaze, depends on the interplay of a stimulus' informativeness (called gain, the focus of other rationally motivated accounts) with a second factor (called need) reflecting the estimated chance that information will be used in the future. This computational decomposition draws new connections between infant gaze and other cases of exploration, and offers novel, quantitative interpretations and predictions about the factors that may impact infant exploratory attention. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

Indexed as

AttentionChild DevelopmentFixation, OcularHabituation, PsychophysiologicCognitionEye MovementsHumansInfantVisual Perception

Identifiers

PMID41284833
PMCPMC12646506

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.