Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence

Area of Science:

• Psychology
• Sociology
• Organizational Behavior

Background:

• The concept of contagion, derived from epidemiology, is widely used to explain social influence on human behavior and emotions.
• However, the contagion metaphor's sufficiency in fully describing complex psychological dynamics within social contexts remains uncertain.

Purpose of the Study:

• To investigate the multifaceted nature of social influence on psychological states.
• To determine if the contagion model adequately captures the dynamics of transitory states in a social environment.

Main Methods:

• Utilized wearable sensors to record daily face-to-face interactions within a work community.
• Employed three daily experience sampling surveys to gather data on personality and emotion dynamics.
• Collected high-resolution data on actual, rather than self-reported, social interactions.

Main Results:

• Social influence on psychological states involves more than just contagion, encompassing adaptation and complementarity effects.
• Adaptation effects represent behavioral responses aligning with others' behaviors.
• Complementarity effects show individuals' behaviors supplementing those of others.
• The direction of these effects is contingent upon individuals' stable personality and emotional dispositions (traits).

Conclusions:

• The dynamics of transitory psychological states are complex and not fully explained by contagion alone.
• Social influence manifests as both adaptation and complementarity, with outcomes varying based on individual traits.
• Findings support the development of more sophisticated models of social dynamics and offer insights for organizational engineering and workplace well-being.