Related Experiment Video
Updated: Jan 8, 2026
06:48
The HoneyComb Paradigm for Research on Collective Human Behavior
Published on: January 19, 2019
9.8K
Higher-order interactions shape collective human behaviour
Federico Battiston1, Valerio Capraro2, Fariba Karimi3,4
1Department of Network and Data Science, Central European University, Vienna, Austria. battistonf@ceu.edu.
Nature Human Behaviour
|December 17, 2025
Summary
Higher-order social networks, using math beyond simple graphs, better represent group dynamics than traditional models. This reveals hidden social behaviors like cooperation and contagion, crucial for understanding collective human actions.
Area of Science:
- Social network analysis
- Sociology
- Network science
- Computational social science
Background:
- Traditional social network models often simplify interactions to pairs (dyads).
- This simplification overlooks complex group-level dynamics crucial for collective human behavior.
- Existing models fail to capture nuanced social structures and their impact.
Purpose of the Study:
- To introduce and advocate for the use of higher-order social network frameworks.
- To demonstrate the limitations of dyadic models in representing complex social interactions.
- To highlight how higher-order structures reveal previously hidden social mechanisms.
Main Methods:
- Utilizing mathematical representations beyond simple graphs to model multi-individual interactions.
- Analyzing empirical data from scientific collaborations and contact networks.
- Comparing insights from higher-order models with traditional dyadic approaches.
Main Results:
- Higher-order social network structures reveal mechanisms of group formation and social contagion.
- These structures illuminate dynamics of cooperation and moral behavior invisible in dyadic models.
- Empirical data supports the enhanced representational power of higher-order networks.
Conclusions:
- Higher-order social networks offer a more accurate representation of human social interactions.
- This framework provides a transformative lens for understanding societal relational architecture.
- The approach opens new avenues for research in behavioral science, team science, and cultural dynamics.
Related Concept Videos
01:30Impact of Individuals on Individuals
332
Human behavior is intricately shaped by social influences that arise from interactions with others in diverse contexts. These influences not only mold beliefs and attitudes but also drive the regulation of behaviors through both direct communication and observational learning. The study of these processes falls within the domain of social psychology, which seeks to understand how individuals are affected by and affect those around them.Mechanisms of Social InfluenceDirect social influence...
332
01:28Impact of Groups on Individuals
277
Groups play a fundamental role in shaping individual behavior, as they establish norms that guide interactions and decision-making. Social psychology examines how individuals conform to group expectations, often adjusting their attitudes and actions to align with group norms. These norms can be formal, such as workplace policies, or informal, such as unspoken social expectations within a fraternity.Conformity and Social InfluenceConformity arises when individuals modify their behaviors or...
277
01:19Impact of Groups on Groups
219
Social psychologists analyze how groups influence one another, shaping social structures and interactions through both cooperation and competition. These dynamics manifest in various ways, ranging from economic partnerships to intergroup conflicts that shape societal structures and perceptions.Cooperation and Competition in Intergroup RelationsIntergroup relationships vary across contexts, sometimes fostering cooperation and mutual benefit while at other times leading to conflict and...
219
01:28Causes of Social Behavior III: Biological and Environmental Influences
207
Social behavior is a complex phenomenon that arises from the interaction between biological predispositions and environmental influences. This intricate interplay shapes how individuals think, feel, and act in various social contexts. Understanding these mechanisms requires insights from psychology, neuroscience, genetics, and evolutionary theory.Environmental Influences on Social BehaviorEnvironmental factors, including temperature, odors, and visual stimuli, play a crucial role in shaping...
207
01:21Impact of Social Context on Individuals
258
Social psychology examines how the real or imagined presence of others influences individuals' thoughts, feelings, and behaviors. A key concept in this field is the role of social context in shaping behavior. The same individual may act differently depending on the social setting, due to the varying expectations and norms associated with each environment. This context-dependent behavior illustrates the influence of social roles, which prescribe appropriate conduct in specific situations.Social...
258
01:29Social Psychology and Individual Behavior
249
Social psychology examines how group dynamics, emotions, and cultural influences shape individual actions and decision-making. These elements interact to form behavioral patterns that affect personal choices and social interactions.The Role of Group DynamicsGroups play a crucial role in shaping behavior by reinforcing norms and expectations. Individuals derive a sense of self from group membership, often aligning their behaviors with group norms to maintain social cohesion. For example, an...
249