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
Background
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.
Methods
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.
Results
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.
Results
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.
Results
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.
Discussion
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.
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