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Mental Models

Source of System Surprises

A collection of fundamental insights about systems thinking, emphasizing nonlinear relationships, limits to growth, feedback delays, and the impact of bounded rationality on system behavior.

THE IDEA

Source of System Surprises

  • Many relationships in systems are nonlinear.
  • There are no separate systems. The world is a continuum. Where to draw a boundary around a system depends on the purpose of the discussion.
  • At any given time, the input that is most important to a system is the one that is most limiting.
  • Any physical entity with multiple inputs and outputs is surrounded by layers of limits.
  • There always will be limits to growth.
  • A quantity growing exponentially toward a limit reaches that limit in a surprisingly short time.
  • When there are long delays in feedback loops, some sort of foresight is essential.
  • The bounded rationality of each actor in a system may not lead to decisions that further the welfare of the system as a whole.

When to use it

  • Applying systems thinking to business strategy to anticipate growth constraints and avoid overshoot.

  • Using the concept of feedback delays to improve project management timelines and foresee unintended consequences.

  • Identifying limiting factors in ecological conservation efforts to prioritize interventions.

  • Analyzing policy decisions with long delays to incorporate foresight and avoid reactive mistakes.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Fishery collapse

A fishery is harvested at an exponentially increasing rate. When harvesting exceeds the population’s ability to replenish itself, the stock declines and may collapse. The limiting factor is the rate at which fish can be replaced.

02

Company growth stagnation

A startup experiences rapid exponential growth in users but eventually hits a market saturation point, leading to a plateau or decline as the limit of the addressable market is reached in a surprisingly short time.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Can you identify a system in your life where a seemingly small change had a large, nonlinear effect?

  2. What limits are currently constraining a system you are part of, and how might you anticipate them?

  3. How might bounded rationality affect decision-making in your organization or community?

Connected ideas

Another lens can bring the same problem into focus.

CONTINUE THE CONVERSATION

Source texts

  • Thinking in Systems A Primer
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