ArticleMethodsX2025
Multimodal measurement of music engagement in a natural setting for infants, young children and parents.
Article in MethodsX, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
The trial behind it
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Who cites it
2 citing papers in PubMed.
- The effect of evening swimming exercise on sleep parameters in male swimmers.Physiological reports · 2026Article
- Partial reduction of parasympathetic nerve activity during sleep after endurance exercise under hypoxic conditions.Physical activity and nutrition · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To elucidate the breadth of their behavioral diversity, it is necessary to study the behavioral and physiological dynamics in human beings in natural settings instead of focusing solely on specific behaviors that are observed in controlled experiments. In natural contexts, musical activities (e.g., listening, singing, dancing, and playing musical instruments) are universal and integral to daily life in many cultures. Infants communicate with others through music even before they speak, leading to their social development. Young children engage in musical activities at home and in preschool settings with parents and other caregivers. However, the physiological and motor characteristics that underlie behavioral responses to musical activities remain largely unexplored. It is a major challenge to quantify physiological and motor dynamics without the imposition of physical constraints, such as those imposed by neuroimaging, which requires limitations to bodily movements. Here, we developed a methodology to capture physiological and motor dynamics in musical engagement for both children and their parents, using simultaneous multimodal measurement systems. Our index includes heartrates, body movements, and reports of subjective emotional feelings (for parents). These measurements allow us to integrate indices, visualizing individual or pairwise variations in the physiological and motor characteristics associated with responses to musical activities. (200/200)•We developed systems to measure heart rate, movement and emotional responses in parents, infants and young children during musical activity.•We configured it to measure multimodal indices non-invasively and without physical constraints.•This will contribute to the elucidation of individual and pair variations in physiological dynamics in the natural environment.
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Registered trials
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 Socratic graph.