Further Reading: Teaching Epistemic Humility

Tier 1: Verified Sources

Edmondson, Amy C. The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth. Wiley, 2019. The definitive treatment of psychological safety — the foundation for all epistemic humility interventions. Edmondson's research demonstrates that teams with high psychological safety report more errors, learn faster, and ultimately perform better. Essential reading for anyone designing institutional change.

Beyer, Betsy, Chris Jones, Jennifer Petoff, and Niall Richard Murphy. Site Reliability Engineering: How Google Runs Production Systems. O'Reilly Media, 2016. Includes Google's detailed framework for blameless postmortems — one of the most fully documented institutional learning mechanisms in any organization. Chapters on incident response and postmortem culture provide concrete templates.

Dweck, Carol S. Mindset: The New Psychology of Success. Random House, 2006. Dweck's growth mindset research — the distinction between believing abilities are fixed (fixed mindset) and believing they can be developed (growth mindset) — provides the psychological foundation for why some people update beliefs more readily than others. The institutional version: organizations with "growth cultures" learn faster than those with "fixed cultures."

Simpkin, Arabella L., and Richard M. Schwartzstein. "Tolerating Uncertainty — The Next Medical Revolution?" New England Journal of Medicine 375, no. 18 (2016): 1713-1715. A landmark editorial arguing that medicine must teach uncertainty tolerance as explicitly as it teaches diagnostic skills. The authors argue that physicians' discomfort with uncertainty leads to overdiagnosis, overtesting, and overtreatment — and that training in uncertainty is a clinical intervention, not just a philosophical exercise.

Reason, James. Managing the Risks of Organizational Accidents. Ashgate, 1997. The foundational text on systems-level error analysis in high-risk organizations. Reason's "Swiss cheese model" — errors result from multiple system failures aligning — provides the theoretical basis for blameless postmortems and systems-focused error investigation.

Tier 2: Attributed Claims

The concept of after-action reviews (AARs) in the U.S. military is well documented in military training literature and in published analyses of military learning. The National Training Center at Fort Irwin, California, is widely cited as the primary institution where AARs were developed and refined.

Research on medical uncertainty training has been published in multiple medical education journals, including Academic Medicine and Medical Education. The finding that patients prefer honest uncertainty communication has been documented in studies of shared decision-making.

Gary Klein's pre-mortem technique is documented in his research on naturalistic decision-making, published through multiple academic and practitioner-oriented venues.

  1. Start with Edmondson (The Fearless Organization) — for the foundational concept
  2. Then Reason (Managing the Risks) — for the systems-level error framework
  3. Then the Google SRE book — for the concrete blameless postmortem implementation
  4. Then Simpkin and Schwartzstein (2016) — for the medical uncertainty argument
  5. Then Dweck (Mindset) — for the psychological foundations of belief updating