Related Experiment Video
Updated: Oct 20, 2025

Author Spotlight: Capturing Infant-Caregiver Interactions Through Synchronized Multimodal Data Collection
Published on: May 31, 2024
Measuring naturalistic proximity as a window into caregiver-child interaction patterns
Virginia C Salo1, Pat Pannuto2, William Hedgecock3
1Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, 37235, USA. virginia.salo@gmail.com.
Insights
New wearable technology, TotTag, measures real-time caregiver-child proximity. Close proximity is linked to increased language exposure, crucial for child development.
Area of Science:
- Developmental Psychology
- Human-Computer Interaction
- Wearable Technology
Background:
- Positive child development hinges on caregiver interactions, primarily during close physical contact.
- Understanding real-life caregiver-child physical interaction patterns is limited by measurement challenges.
- Existing methods struggle to capture dynamic, unobtrusive proximity data in natural settings.
Observation:
- A novel wearable, infrastructure-free device (TotTag) was developed to unobtrusively measure real-time physical proximity between children and caregivers.
- Case study data from two families (n=2 dyads per family) were collected over two 12-hour days.
- Simultaneously, linguistic input was captured using the LENA wearable audio recording device.
Findings:
- Significant variability in caregiver-child proximity was observed within and across families.
- Increased time spent in close proximity correlated with higher exposure to adult words and conversational turns.
- Proximity variations are associated with, but not synonymous with, the quantity of child language exposure.
Implications:
- TotTag offers a new method for studying early caregiver-child interactions in real-world contexts.
- Findings suggest physical proximity is a key contextual factor influencing language acquisition opportunities.
- This research can inform interventions aimed at optimizing caregiver-child engagement for developmental benefits.
Abstract:
The interactions most supportive of positive child development take place in moments of close contact with others. In the earliest years of life, a child's caregivers are the primary partners in these important interactions. Little is known about the patterns of real-life physical interactions between children and their caregivers, in part due to an inability to measure these interactions as they occur in real time. We have developed a wearable, infrastructure-free device (TotTag) used to dynamically and unobtrusively measure physical proximity between children and caregivers in real time. We present a case-study illustration of the TotTag with data collected over two (12-hour) days each from two families: a family of four (30-month-old son, 61-month-old daughter, 37-year-old father, 37-year-old mother), and a family of three (12-month-old daughter, 35-year-old-father, 33-year-old mother). We explored patterns of proximity within each parent-child dyad and whether close proximity would indicate periods in which increased opportunity for developmentally critical interactions occur. Each child also wore a widely used wearable audio recording device (LENA) to collect time-synced linguistic input. Descriptive analyses reveal wide variability in caregiver-child proximity both within and across dyads, and that the amount of time spent in close proximity with a caregiver is associated with the number of adult words and conversational turns to which a child was exposed. This suggests that variations in proximity are linked to-though, critically, not synonymous with-the quantity of a child's exposure to adult language. Potential implications for deepening the understanding of early caregiver-child interactions are discussed.
Related Concept Videos
Naturalistic Observations
Relationship with Parents: Attachment
Factors Influencing Attraction I: Proximity
Socioemotional Development during Infancy
Primary Temperament Types
Attachment
Parental Care

