Addressing Complexity and Systems Thinking Toolkit

A detailed introductory lecture that covers the basics of system dynamics, and an overview of how to create models using Powersim Studio.

Learn agent-based modeling with NetLogo through quick, short lessons that cover everything from basic concepts to model execution.

A beginner-friendly guide to creating stock-and-flow diagrams with Vensim, including setting up models and interpreting results.

Dive deep into NetLogo with this series of concise tutorials, covering everything you need to know from the ground up.

A short video showcasing a detailed example of an infectious disease model using NetLogo.

A concise paper that explores the role of mental models in human thought processes, reasoning, and decision-making.

A one-page guide to eight different systems archetypes, with stock-and-flow diagrams, descriptions, and helpful guidelines.

An overview and critical appraisal of different methods used to quantitatively analyze mental models and cognitive maps.

A concise primer on agent-based modeling, highlighting its versatility across various social sciences disciplines.

This workshop offers social scientists a detailed introduction to agent-based modeling, including an applied example with NetLogo!

Discover the role of social simulations and agent-based models in policy evaluation through this short video.

A short methodology book on agent-based modeling, covering all essentials in five succinct chapters!

A detailed paper discussing the complexities of agent-based modeling in the social sciences, history, and philosophy.

A cutting-edge paper discussing the integration of large-language models into agent-based modelling for dynamic social systems analysis.

An introductory guide on concepts, terms, and techniques within the field of system dynamics modelling. Includes helpful examples!

A video series with 22 detailed lectures on the basics of system dynamics modelling and how it can be used to answer research questions in sustainability.

A book chapter providing an accessible introduction to causal loop diagrams, with helpful examples and step-by-step instructions.

A 4-page guide to drawing causal loop diagrams, with easy-to-follow steps and examples.

A paper examining four variations on a methodology to develop causal loop diagrams from interview data for an urban health intervention.

A lecture exploring system dynamics through the lens of archetypes, uncovering patterns that help guide decision-making.

A detailed article showcasing how to convert causal loop diagrams into stock-and-flows.

A webpage containing nearly 100 example Stella models to provide you with instruction and inspiration.

A detailed walkthrough showcasing how to use Stella Architect to create a diffusion model for the COVID-19 pandemic.

A detailed walkthrough of how to use Stella Architect for system dynamics modelling, featuring practical examples with watershed and forest fire models.

A webpage with links to all the tutorials you’ll need to become a pro at modelling with Stella.

An overview of key software used in the field of system dynamics from the System Dynamics Society.

An article overviewing the state of the systems dynamics field and its future, with discussion on different schools of thought and the issue of quality.

A detailed lecture on the evolution of systems thinking theory and methods, with discussion on where the field is headed.

A detailed lecture providing a thorough introduction to systems thinking, with insights as to how it can be used to solve real-world challenges.

A short video offering a unique perspective on how to master system dynamics with ease.

An article providing as a detailed guide to systems thinking, with an overview of fundamental concepts and methodology.

An article introducing systems thinking, with helpful definitions, diagrams, and link to key resources.

This short video provides a foundational exploration into system dynamics, with examples showcasing its applications across various sectors.

A short article covering the key question every beginner needs to get started with systems thinking.

A book chapter on fuzzy cognitive mapping, a tool used for developing and analyzing semi-quantitative causal models.

A book chapter on a novel methodology (participatory systems mapping) for building and analysing causal system models in groups.

A book chapter providing a practical guide on running systems mapping workshops, with instructions on planning and facilitation.

A beginner’s guide to understanding causal inference literature within the field of social sciences and public health.

A set of guides covering the 10 most important points to understand for various issues and methodologies relating to experiments and causal inference.

An online textbook covering everything you need to know about the design and analysis of randomized experiments in the field.

A short news report on “The Beer Game”, one of the earliest applications of Systems Thinking at the MIT Sloan School of Management.

A lecture and Q&A on how community-based systems dynamics can be used to combat racial bias in AI.

A detailed lecture showcasing an application of systems dynamics methodology to identify the causes of, and solutions to, hospital congestion.

A short video overviewing the use of a qualitative systems dynamics model to study drug overdoses and bystander behaviour.

A short video overviewing the use of quantitative system dynamics to model gun violence in New York State.

A paper providing an example of how system dynamics modeling can be used to analyze COVID-19's impact on housing insecurity.

A paper providing an example of how to use participatory causal loop diagrams to understand food insecurity in Guatemala.

A paper providing an example of a 1-week field course taught to complete beginners on systems thinking and system dynamics modelling.

A paper providing an example of using systems thinking and causal loop diagrams to shift attitudes towards sustainable development.

A short video presentation on a research project integrating systems thinking with community-driven efforts to manage aquatic systems.

A short video presentation on how systems thinking can be applied to investigate and shift mental models in community settings.