Placebo vs. Real Cognitive Performance: What the Science Actually Says
June 03, 2026
Most planning focuses on how things will work.
But one of the most effective decision strategies starts with a different question:
What if this fails?
This approach is known as the pre-mortem technique, a planning method designed to reveal hidden risks before they become real problems.
Instead of assuming success, teams imagine that the plan has already failed and work backward to determine why.
The idea builds on research known as prospective hindsight.
Studies have shown that when people imagine an event has already happened, they generate significantly more explanations for why it occurred than when they simply predict whether it might happen.
In one early experiment, participants asked to imagine an event had already occurred identified substantially more possible causes than those asked to forecast the future.
This shift in perspective helps surface risks that traditional planning often misses.
Psychologist Gary Klein formalized the pre-mortem method as a structured planning exercise.
In a typical pre-mortem session, teams assume a project has failed and ask:
“What caused this failure?”
Research evaluating the technique suggests that pre-mortems can:
Experimental studies have shown that pre-mortem exercises can improve understanding of potential problems compared with standard evaluation methods.
In practice, organizations using the method often uncover risks earlier in the planning process.
Fields like aerospace, engineering, and emergency management frequently rely on failure simulations and scenario analysis to identify vulnerabilities before operations begin.
The principle is simple:
Problems discovered during planning are easier to fix than problems discovered during execution.
By imagining failure early, teams can strengthen plans and reduce costly surprises.
Running a pre-mortem requires sustained attention.
Participants must evaluate multiple scenarios, identify vulnerabilities, and develop contingency responses.
Maintaining mental clarity during this process can be demanding.
Tools like Numin are designed to support sustained cognitive engagement during complex planning sessions, helping individuals stay focused as they analyze risks and decisions.
Mitchell, D. J., Russo, J. E., & Pennington, N. (1989). Prospective hindsight and the generation of explanations.
Mitchell, D. J. et al. (Back to the future: Temporal perspective in the explanation of events).
Veinott, E. S., Klein, G., & Wiggins, S. (2010). Evaluating the effectiveness of the PreMortem technique on plan evaluation.
Klein, G. (2007). Performing a project premortem. Harvard Business Review.
Author(s). (2024). Application of an implementation premortem. BMC Health Services Research.
Process Excellence Network. (2024). Pre‑mortem analysis: Anticipating pitfalls to increase project success.
Author. (Year). Failures in spacecraft systems: An analysis from the perspective of decision making. Doctoral dissertation.