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        <identifier>oai:figshare.com:article/33970285</identifier>
        <datestamp>2026-09-23T04:25:26Z</datestamp>
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          <dc:title>Data Sheet 1_Tactile regulation with pocket-sized robots: reducing movement and heart rate in children through hand-held interaction.pdf</dc:title>
          <dc:creator>Morten Roed Frederiksen (25093753)</dc:creator>
          <dc:creator>Kasper Støy (23213639)</dc:creator>
          <dc:creator>Maja Matarić (7824947)</dc:creator>
          <dc:subject>Artificial Intelligence and Image Processing</dc:subject>
          <dc:subject>behavioral interventions</dc:subject>
          <dc:subject>embodied interaction</dc:subject>
          <dc:subject>heart rate</dc:subject>
          <dc:subject>movement regulation</dc:subject>
          <dc:subject>pocket-sized tactile devices</dc:subject>
          <dc:subject>restlessness</dc:subject>
          <dc:subject>robotics</dc:subject>
          <dc:subject>tactile interaction</dc:subject>
          <dc:description>&lt;p&gt;Periods of heightened arousal or restlessness can interfere with children’s ability to remain physically calm in everyday settings such as classrooms. Handheld tactile technologies may offer a simple and engaging way to support brief moments of structured sensory-motor engagement. This paper investigates how a pocket-sized tactile device influences physiological and behavioral markers of calmness in typically developing children. Building on prior work examining heart-rate modulation, we present new findings on how a handheld rhythm-matching interaction affects full-body movement and postural stability. Eighteen children participated in a within-subjects study involving two conditions: active interaction with a handheld tactile rhythm-matching game and a comparison condition in which they held the same device with the tactile interaction disabled. Results showed lower heart rate during active interaction, with an average reduction of 3.37 bpm (p = 0.019), and lower overall body movement, with movement decreasing by 37.6% (p = 0.002). Regional movement analyses showed the largest reductions in head, neck, and shoulder movement (44.8% reduction) and upper-limb movement (48.5% reduction). These findings suggest that brief tactile rhythm-matching interaction with a handheld device is associated with reduced acute physiological arousal and physical restlessness in children. The study provides a preliminary baseline for future work examining how tactile robotic interactions may support calmness in more demanding or stressful contexts.&lt;/p&gt;</dc:description>
          <dc:date>2026-09-23T04:25:26Z</dc:date>
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          <dc:identifier>10.3389/frobt.2026.1810778.s001</dc:identifier>
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          <dc:rights>CC BY 4.0</dc:rights>
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