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1.01 Systems Thinking Iceberg: Diving Beneath the Surface in Education Systems

This purpose of this brief is to unpack the Systems Thinking Iceberg as a way to organize reflection and dialogue about systemic challenges in education.

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1.02 Characteristics of Complex Problems

The purpose of this brief is to share (some) characteristics of complex problems, and introduce system dynamics as a set of tools for managing this complexity.

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1.03 Mental Models

The purpose of this brief is to introduce the concept of mental models, and to discuss how system dynamics tools can be used to elicit, negotiate, and transform them.

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1.04 Framing Dynamic Problems

The purpose of this brief is to help the reader recognize problems as dynamic or changing over time, and to present this thinking using graphical tools such as reference modes.

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1.05 Understanding Systems from a Feedback Perspective

The purpose of this brief is to introduce the concept of feedback thinking through the lens of challenges in K-12 education, and present Causal Loop Diagrams as tools to describe feedback relationships between components of a system

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1.06 Accumulations

The purpose of this brief is to describe how the concept of accumulation can help us understand system behavior and to introduce how stock and flow diagrams can be used to help us model problems and find solutions in K-12 education.

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1.07 System Archetypes

The purpose of this brief is to describe how education stakeholders can use system archetypes as a tool for recognizing, anticipating, and addressing the system dynamics driving the common patterns of problems in their school communities.

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Application of systems dynamics and group model building to identify barriers and facilitators to acute care delivery in a resource limited setting

Muttalib, F., Ballard, E., Langton, J. et al. Application of systems dynamics and group model building to identify barriers and facilitators to acute care delivery in a resource limited setting. BMC Health Serv Res 21, 26 (2021). https://doi.org/10.1186/s12913-020-06014-7

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Boundary objects in translation: the role of language in participatory system dynamics modeling

Ballard, E., Werner, K. and Priyadarshini, P. (2021), Boundary objects in translation: the role of language in participatory system dynamics modeling. Syst. Dyn. Rev., 37: 310-332. https://doi.org/10.1002/sdr.1694

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Defining and Intervening on Cumulative Environmental Neurodevelopmental Risks: Introducing a Complex Systems Approach

Payne-Sturges, D. C., Cory-Slechta, D. A., Puett, R. C., Thomas, S. B., Hammond, R., & Hovmand, P. S. (2021). Defining and Intervening on Cumulative Environmental Neurodevelopmental Risks: Introducing a Complex Systems Approach. Environmental Health Perspectives, 129(3), 035001. https://doi.org/10.1289/EHP7333
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Promoting knowledge to policy translation for urban health using community-based system dynamics in Brazil

Morais, L.M.O., Kuhlberg, J., Ballard, E. et al. Promoting knowledge to policy translation for urban health using community-based system dynamics in Brazil. Health Res Policy Sys 19, 53 (2021). https://doi.org/10.1186/s12961-020-00663-0