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How to formulate high-quality lessons learned: a rapid review.

Christian Dagenais1, Michelle Proulx1, Aurélie Hot1

  • 1Department of Psychology, Université de Montréal, Montreal, QC, Canada.

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|November 12, 2025
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Summary
This summary is machine-generated.

Developing quality lessons learned (QLLs) requires a systematic approach. This study outlines a guide with three key principles—supportive climate, effective leadership, and scientific rigor—to enhance lesson formulation from research projects.

Keywords:
COVID-19 pandemic projectQuebecRapid reviewhospitals’ resiliencequality lessons learned (QLLs)

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Area of Science:

  • Health Services Research
  • Knowledge Management
  • Organizational Learning

Background:

  • Lessons learned are crucial for improving future projects but often lack rigor.
  • The COVID-19 pandemic highlighted the need for robust methods to capture and transfer knowledge from healthcare.
  • Existing literature rarely details the systematic development of lessons learned.

Purpose of the Study:

  • To systematize the process of producing high-quality lessons learned (QLLs).
  • To identify best practices for developing rigorous and transferable lessons from research projects, particularly in healthcare.

Main Methods:

  • Conducted a rapid review of 1,881 documents to identify methods for developing QLLs.
  • The review adapted systematic review steps for a pragmatic, accelerated format.
  • Analyzed retained documents to extract principles for QLL development.

Main Results:

  • Identified three core principles for developing QLLs: creating a supportive climate, selecting appropriate leaders/facilitators, and employing a scientific approach.
  • Developed an 11-step guide for QLL development, divided into preparatory and formulation phases.
  • The guide aims to enhance the rigor, clarity, and transferability of lessons learned.

Conclusions:

  • A structured, systematic process is essential for generating high-quality lessons learned.
  • The developed guide provides a practical framework for teams to improve their lesson formulation.
  • Implementing these principles can enhance organizational learning and future project success.