Exercise & Training

StepsConnect: A Real-Time Step-Sensing Ambient Display System to Support Connectedness for Family Members Living Apart.

TL;DR

Aesthetic step-based ambient visualization primarily supports momentary relational awareness rather than immediate shifts in stable closeness, functioning as a complementary presence layer in intergenerational contexts.

Key Findings

StepsConnect is a real-time step-sensing ambient display system that transforms personal walking data into dynamic digital art to provide presence cues for family members living apart.

  • The system continuously captures step data via smartphones and renders them as spatial and embodied visual cues embedded in everyday environments.
  • Walking data is transformed into dynamic digital art providing low-effort and non-intrusive presence cues.
  • The system is designed to support connectedness for family members separated by education, employment, or health-related constraints.

A 90-minute laboratory study was conducted with 15 young adult-parent dyads to evaluate the system.

  • Young adults engaged in a simulated work session while viewing real-time visualizations of their parents' step activity.
  • Young adults' perceived connectedness was measured using the Inclusion of Other in the Self (IOS) scale.
  • The study was complemented with semi-structured interviews.
  • Parents' walking data were logged to provide an objective behavioral reference.

Quantitative results indicated modest and heterogeneous changes in IOS scores at the group level, with individual variability across participants.

  • IOS scale was used to measure young adults' perceived connectedness.
  • Changes in IOS scores were described as 'modest and heterogeneous' at the group level.
  • Individual variability was observed across participants.
  • Connectedness was not simply proportional to activity magnitude.

Walking data exhibited large variation across dyads, providing objective context for participants' subjective experience of presence.

  • Parents' step activity was logged continuously throughout the study session.
  • Large variation in walking data was observed across the 15 dyads.
  • Despite variation in step activity, connectedness was not simply proportional to activity magnitude.
  • Walking data served as an objective behavioral reference against which subjective presence experiences could be contextualized.

Qualitative findings indicated that step-based visualizations primarily functioned as ambient reminders and cues of presence rather than drivers of deep relational closeness.

  • Step-based visualizations supported 'momentary relational awareness' while remaining calm and non-intrusive within the workspace context.
  • Semi-structured interviews revealed the visualizations served as ambient reminders of the parent's presence.
  • The system maintained a non-intrusive quality suitable for co-existence with work tasks.
  • The display supported presence awareness without disrupting the simulated work session.

The study distinguishes between momentary relational awareness and immediate shifts in stable closeness as outcomes of ambient sensing-based visualization.

  • Aesthetic step-based ambient visualization primarily supports 'momentary relational awareness rather than immediate shifts in stable closeness.'
  • The authors argue this distinction advances understanding of how sensing-based digital art may function in intergenerational contexts.
  • The system is positioned as a 'complementary presence layer' rather than a replacement for direct communication.
  • The findings clarify the functional role of ambient displays in family connectedness.

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Citation

Wang R, Lu T, Wang F, Lu Y, Hu J. (2026). StepsConnect: A Real-Time Step-Sensing Ambient Display System to Support Connectedness for Family Members Living Apart.. Sensors (Basel, Switzerland). https://doi.org/10.3390/s26051726