This workshop will explore the potential of agent-based modelling (ABM) to address complex social challenges. Through a combination of theoretical foundations and hands-on exercises, participants will develop practical skills in designing, implementing, and analysing ABMs across various domains of social impact.
## Morning Session (3 hours)
Foundations (1.5 hours)
x ABM fundamentals and integration with social network analysis
x Key concepts: emergence, interaction networks, behavioural rules
x Case studies: public health interventions, educational outcomes, environmental behaviour change
Tools and Implementation (1.5 hours)
x Introduction to NetLogo and Python's Mesa framework
x Setting up simulation environments
x Basic model development
## Afternoon Session (3 hours)
Applications and Practice (2 hours)
x Hands-on exercises with real-world scenarios
x Model building in small groups
x Implementation strategies and best practices
Validation and Analysis (1 hour)
x Model validation techniques
x Results interpretation
x Documentation and sharing
x Resources for advanced modelling