Run a mental simulation before committing to a course of action
Before acting on a recognized situation, mentally run through how your intended response plays out.
Why it works
In the RPD model, experts do not compare options — they evaluate one option by mentally simulating its execution. This simulation checks for show-stopper failure modes without the cognitive cost of generating and comparing multiple alternatives. If the simulation reveals a flaw, the plan is modified or discarded; if it holds up, action follows. The bottleneck is the quality of the simulation, not the number of options evaluated.
How to do it
- When you have a course of action in mind, pause for sixty seconds and mentally walk through what happens if you execute it.
- Specifically ask: "At what point does this fail, and what does failure look like?"
- If you identify a failure point, ask whether the plan can be modified to avoid it before discarding it entirely.
- If the simulation reveals no show-stoppers, act — do not manufacture additional options to compare.
Evidence
Klein’s RPD model, derived from observation of experienced decision-makers, identifies mental simulation as the primary evaluation mechanism in fast expert decision-making. Independent laboratory work on mental simulation supports its role in problem-solving and planning. Mitchell, Russo, and Pennington found that adopting a prospective-hindsight (“back to the future”) stance — imagining an outcome as already having happened — improves the specificity with which people simulate how events unfold. (observational)
Mental simulation quality depends on the accuracy of the underlying mental model of the domain. Overconfidence in simulation is a known failure mode, particularly in novel situations where the model is poorly calibrated.
Sources
- Klein (1998), Sources of Power: How People Make Decisions
- Mitchell, D. J., Russo, J. E., & Pennington, N. (1989). Back to the future: Temporal perspective in the explanation of events. Journal of Behavioral Decision Making, 2(1), 25–38.
Common mistake
Running the simulation only for the parts of the plan you are confident about and skipping the step where it transitions to something unfamiliar — the failure point is nearly always at a boundary.
Practice this with IX Coach
7 days free, then $40/month (~$1.30/day).
More practices for Recognition-Primed Decision Making
- Build pattern libraries through deliberate case exposure
Systematically expose yourself to varied cases in your domain to grow the pattern library recognition draws from.
- Articulate the cues that triggered your recognition
Name what you noticed that made the situation feel familiar — this tests the recognition and transfers it.
- Know when intuition is unreliable
Expert intuition is valid only when the domain has regular patterns and you’ve had feedback-rich experience in it.
- Conduct premortems on your past recognition failures
Review cases where pattern recognition led you wrong to find the shared structural feature that fools you.
- Override recognition and deliberate when the situation is genuinely novel
Flag situations that don’t quite fit a familiar pattern and switch from intuitive to analytical processing.
- Teach cases to solidify and test your own patterns
Explaining your recognition logic to others forces the implicit to become explicit and exposes gaps.