Back

Facial Expressions of Emotion are Infrequent in Toddlers' and Caregivers' Egocentric Views: An Ecological Study

Jackson, E. J.; Geangu, E.

2026-02-10 neuroscience
10.64898/2026.02.07.704546 bioRxiv
Show abstract

Toddlerhood is a critical period in the development of facial expression processing. Prior research suggests that in the natural environment, the frequency of faces in the toddlers egocentric view declines relative to infancy. However, the specific statistics of the emotional facial expressions available to the developing toddler remain unknown. This study implemented a dual-perspective set-up to record the egocentric view of toddlers and their caregivers during everyday situations at home (N = 26 families). Using automated computer vision models, we quantified both the frequency of faces and the emotional expressions displayed. Confirming our hypotheses, faces were sparse in toddler views and significantly less frequent than in caregiver views. Across both perspectives, happiness was the dominant expression, while negative facial expressions were extremely rare. Notably, faces expressing surprise were frequent in toddler view, whereas caregivers encountered significantly more happy and sad facial displays than their children. This is the first ecological study to objectively quantify the occurrence of emotional facial expressions in the home environment. These findings challenge the assumption of an abundance of emotional signals in the early development. Instead, they demonstrate that toddlers develop face representations based on sparse input that is biased towards positive expressions (e.g., happy), suggesting high efficiency in extracting and generalizing information from limited input.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 2%
14.7%
2
PLOS Computational Biology
1633 papers in training set
Top 3%
10.1%
3
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 0.3%
9.2%
4
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 7%
8.4%
5
PLOS ONE
4510 papers in training set
Top 27%
6.4%
6
eneuro
389 papers in training set
Top 1%
6.3%
50% of probability mass above
7
The Journal of Neuroscience
928 papers in training set
Top 3%
3.6%
8
eLife
5422 papers in training set
Top 29%
3.1%
9
NeuroImage
813 papers in training set
Top 3%
2.6%
10
Frontiers in Human Neuroscience
67 papers in training set
Top 0.8%
2.4%
11
iScience
1063 papers in training set
Top 10%
2.1%
12
Behavior Research Methods
25 papers in training set
Top 0.1%
1.9%
13
Journal of Neuroscience Methods
106 papers in training set
Top 0.7%
1.9%
14
Frontiers in Behavioral Neuroscience
46 papers in training set
Top 0.4%
1.9%
15
Imaging Neuroscience
242 papers in training set
Top 2%
1.7%
16
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.4%
1.3%
17
Frontiers in Integrative Neuroscience
12 papers in training set
Top 0.1%
1.2%
18
Psychological Science
14 papers in training set
Top 0.1%
1.1%
19
Frontiers in Psychiatry
83 papers in training set
Top 3%
1.0%
20
Philosophical Transactions of the Royal Society B: Biological Sciences
53 papers in training set
Top 0.9%
0.9%
21
Frontiers in Psychology
49 papers in training set
Top 1%
0.8%
22
Psychophysiology
64 papers in training set
Top 0.4%
0.8%
23
Developmental Science
15 papers in training set
Top 0.2%
0.7%
24
Nature Communications
4913 papers in training set
Top 63%
0.7%
25
Royal Society Open Science
193 papers in training set
Top 6%
0.6%
26
Journal of Cognitive Neuroscience
119 papers in training set
Top 2%
0.6%
27
Science Advances
1098 papers in training set
Top 33%
0.6%
28
Journal of The Royal Society Interface
189 papers in training set
Top 5%
0.6%
29
Frontiers in Neuroscience
223 papers in training set
Top 9%
0.6%