Evidence map›Paper›PMID 40228134›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

The world through infant eyes: Evidence for the early emergence of the cardinal orientation bias.

Zachary J Petroff, Swapnaa Jayaraman, Linda B Smith, T Rowan Candy, Kathryn Bonnen

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. The cortical scene processing network emerges in infancy, prior to independent navigation experience.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. How infants look shapes what they learn.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Zachary J PetroffSchool of Optometry, Indiana University, Bloomington, IN 47405.
Swapnaa JayaramanDepartment of Psychological and Brain Sciences, Bloomington, IN 47405.
Linda B SmithDepartment of Psychological and Brain Sciences, Bloomington, IN 47405.ORCID 0000-0001-7163-8181
T Rowan CandySchool of Optometry, Indiana University, Bloomington, IN 47405.ORCID 0000-0002-5559-5326
Kathryn BonnenSchool of Optometry, Indiana University, Bloomington, IN 47405.ORCID 0000-0002-9210-8275

Funding

TRAINING PROGRAM IN INTEGRATIVE DEVELOPMENTAL PROCESST32HD007475 · NICHD · TRUSTEES OF INDIANA UNIVERSITY · PI LINDA B. SMITH · 1995 to 2026
$9.5M
The Statistics of Infant First-Person Visual ExperienceR01EY032897 · NEI · TRUSTEES OF INDIANA UNIVERSITY · PI SMITH, LINDA B. · 2021 to 2025
$2.6M
HHS | NIH | National Eye Institute (NEI) R01EY032897Lilly Endowment (Lilly Endowment Inc.) Indiana University Pervasive Technology InstituteNational Science Foundation (NSF) BCS152398NEI NIH HHS R01 EY032897NICHD NIH HHS T32 HD007475
6 · The paper itself

Abstract

The structure of the environment includes more horizontal and vertical (i.e. cardinal) orientations than oblique orientations, meaning that edges tend to be aligned with or perpendicular to the direction of gravity. This bias in the visual scene is associated with a bias in visual sensitivity in adults. Although infants must learn to function in this biased environment, their immature motor control prevents them from consistently orienting themselves, relative to gravity. This study therefore asked whether cardinal orientations dominate human visual experience from early infancy or only from later in development, as motor control improves. We analyze video clips from head-mounted cameras, showing the egocentric perspective of 75 infants (1 to 12 mo) in their home environments in two communities (Indiana, USA vs. Tamil Nadu, India). We measured the distribution of orientations in each frame of these videos and found that horizontal and vertical orientations were overrepresented in infants from both countries. A cardinal orientation bias was evident even in the egocentric view of the youngest infants (3 wk) and became more prominent during the subsequent weeks of development. The early presence of a cardinal orientation bias in infants' visual input may serve as a consistent cue to gravity and ground planes, potentially influencing motor development and contributing to the formation of sensory, perceptual, and cognitive biases.

Indexed as

Child DevelopmentOrientationOrientation, SpatialVisual PerceptionFemaleHumansIndiaInfantMalecardinal orientation biasdevelopmentegocentricinfant visionnatural scene statistics

Identifiers

PMID40228134
PMCPMC12037014

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.