Build a regular AAR cadence, not just crisis-triggered reviews
Reviews triggered only by problems create a negative-events database; a regular cadence captures ordinary learning that compounds.
Why it works
Deliberate practice theory holds that improvement is driven by systematic, feedback-rich engagement with performance — not by accumulated time. A regular review cadence provides the feedback loop that makes experience into expertise; absence of regular feedback means experience simply accumulates without converting to skill. Crisis-only reviews bias the learning database toward what went badly, missing the positive feedback that builds confidence and reinforces effective practices.
How to do it
- Choose a cadence appropriate to your primary domain: weekly for high-frequency activities, bi-weekly for projects, monthly for slower-moving work.
- Schedule the review in advance — do not rely on motivation to initiate it.
- Keep each review short (15–20 minutes) to maintain the cadence.
- Track themes over time: recurring gap patterns are higher-leverage than one-off events.
Evidence
Deliberate practice research emphasises structured feedback as the mechanism of expert development; regular review is the individual-level analogue to coach-provided feedback. (observational)
Deliberate practice research is primarily in domains with clear performance standards; the regular-review principle is a generalisation to broader life domains.
Sources
- Ericsson, Krampe & Tesch-Römer (1993), deliberate practice and expert performance, Psychological Review
Common mistake
Running AARs only after failures or crises, which feels like the review has a punitive function and reduces willingness to engage honestly with what caused the gap.
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More practices for After-Action Review: The US Army’s Tool for Continuous Learning
- Run the four-question AAR within 24 hours of any significant event
What was planned? What happened? Why the gap? What next? — answered while memory is fresh.
- Separate judgment from analysis in the debrief
The AAR only produces learning when the analysis phase is free of performance judgments.
- Apply the AAR to successes, not only setbacks
Reviewing what actually caused a win produces replicable insight; reviewing only failures produces only loss-avoidance.
- End every AAR with one specific, time-bound next action
An AAR without a concrete next action produces insight without change.
- Include a trusted other in high-stakes AARs
Self-conducted AARs have blind spots; a peer or coach who was not inside the event sees the causal story differently.
- Distinguish system causes from individual causes in the analysis
Most failures have system causes and individual causes; fixing only the individual leaves the system to produce the same result again.
Related concepts
- Deliberate Practice, Not Just Practice
Focused, feedback-driven practice at the edge of your ability
- WOOP: Wish, Outcome, Obstacle, Plan
The four steps, the science of mental contrasting, and why fantasy alone fails
- Growth Mindset: The Honest Version
The fixed-vs-growth idea, the real mechanisms, and where the evidence is weak