Flow on Social Media? Rarer Than You'd Think

Paper Title

Flow on Social Media? Rarer Than You'd Think

Publication Info

• Topic area: Investigating the relationship between social media use and flow experiences in daily life.
• Keywords: Flow, social media, digital engagement, passive consumption, mental readiness, fatigue, HCI, telemetry, Day Reconstruction Method, digital well-being.

Background and Problem

• Problem / challenge: Prior research often assumes that social media facilitates flow experiences, but this link has not been rigorously tested, and existing studies rely heavily on self-reports that may overstate the connection.
• Significance: Understanding whether social media supports or hinders flow is crucial for designing platforms that enhance well-being and optimal experiences.
• Motivation and related work: Previous studies suggest social media can induce absorption and enjoyment but also associate it with distraction, fatigue, and reduced mood. The design features of social media (e.g., infinite scroll, rapid context switching) may conflict with the conditions required for authentic flow. This study addresses gaps by combining objective app tracking with unprompted flow reporting.

Solution

• Proposed approach: A five-day field study pairing smartphone app telemetry with the adapted Day Reconstruction Method (DRM) to capture unprompted flow experiences and their relationship with social media use.
• Novelty:
  1. Demonstrates that flow experiences are rarely attributed to social media (2% of reports).
  2. Identifies a negative within-person relationship between daily social media use and flow occurrences.
  3. Differentiates between active (e.g., messaging) and passive (e.g., scrolling) social media use, showing stronger negative effects for passive use.
  4. Explores mental readiness and fatigue as potential pathways linking social media use and flow.
• Procedure and key techniques:
  • Participants (N=40) completed three daily DRM-based reflection surveys over five days, reporting flow activities and contextual factors (e.g., fatigue, readiness).
  • Smartphone app telemetry tracked active and passive social media use.
  • Mixed-effects regression models analyzed within- and between-person relationships between social media use, flow, and psychological states.

Results

• Concrete findings:
  • Social media was identified as flow-inducing in only 2% of 673 total flow reports.
  • Participants used social media for an average of 41.93 minutes/day (13.64 minutes active, 28.29 minutes passive).
  • Higher daily social media use, particularly passive use, was associated with fewer flow occurrences (p = .003 for total use, p = .002 for passive use).
  • Mental readiness (mood, motivation, alertness) was positively associated with flow (p < .001), while mental fatigue showed weaker and inconsistent associations.
• Advantage over baselines:
  • Provides empirical evidence challenging the assumption that social media reliably induces flow.
  • Highlights the distinction between active and passive social media use in their effects on flow.
• Experiments / evaluation:
  • Design: Five-day longitudinal study with three daily reflection sessions.
  • Datasets: Flow reports (673 total), app telemetry, and psychological state measures.
  • Metrics: Flow occurrences, social media use duration, mental readiness, and fatigue.
• Limitations and future work:
  • Limited to smartphone-based social media use; cross-device logging could provide a fuller picture.
  • Retrospective DRM may underrepresent brief or subtle flow states; future studies could use experience sampling or physiological measures.
  • Correlational design limits causal claims; randomized interventions and lagged analyses are needed to establish causality.
  • Aggregated social media categories may obscure within-app behavior differences; finer-grained telemetry is recommended.

Summary

This study challenges the assumption that social media is a common source of flow, finding that participants rarely attributed flow to social media (2% of reports). Instead, higher daily social media use, especially passive use, was associated with fewer flow occurrences. Mental readiness emerged as a key factor linking social media use and flow, while fatigue showed weaker effects. These findings suggest that social media often competes with, rather than facilitates, optimal experiences like flow. Future research and platform design should focus on fostering eudaimonic, skill-involving activities rather than passive consumption.