Behind the Smile: Mental Health Implications of Mother-Infant Interactions Revealed Through Smile Analysis
Adi Dust, Pat Levitt, Maja Matari\'c

TL;DR
This study analyzes maternal smiles during mother-infant interactions to understand emotional regulation, revealing correlations between smile dynamics and maternal mental health, thus providing insights into emotional labor in early caregiving.
Contribution
It introduces a novel analysis of maternal smile features and their relation to emotional states, advancing understanding of emotion regulation in mother-infant interactions.
Findings
Smile dynamics correlate with maternal emotional state
Specific smile features are linked to maternal mental health
Methodological approaches reveal temporal evolution of maternal smiles
Abstract
Mothers of infants have specific demands in fostering emotional bonds with their children, characterized by dynamics that are different from adult-adult interactions, notably requiring heightened maternal emotional regulation. In this study, we analyzed maternal emotional state by modeling maternal emotion regulation reflected in smiles. The dataset comprises N=94 videos of approximately 3 plus or minus 1-minutes, capturing free play interactions between 6 and 12-month-old infants and their mothers. Corresponding demographic details of self-reported maternal mental health provide variables for determining mothers' relations to emotions measured during free play. In this work, we employ diverse methodological approaches to explore the temporal evolution of maternal smiles. Our findings reveal a correlation between the temporal dynamics of mothers' smiles and their emotional state.…
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Taxonomy
TopicsInfant Health and Development
