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Learn or Die

Learn or Die

Using Science to Build a Leading-Edge Learning Organization (Columbia Business School Publishing)
by Edward Hess 2014 280 pages
3.85
100+ ratings
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Key Takeaways

1. Learning is crucial for survival in today's rapidly changing world

"Learn or Die: Is this just a snappy title or is it a business truth?"

Adapt or perish. In today's fast-paced, global environment, characterized by high levels of uncertainty, ambiguity, and change, individuals and organizations must continuously learn, adapt, and improve to remain relevant and competitive. The rapid pace of technological advancement and globalization has created an environment where new competitors can arise from anywhere, reaching customers globally with minimal barriers to entry.

Learning drives success. Both operational excellence and innovation, key components of successful business models, are fundamentally dependent on learning. Organizations cannot learn unless the individuals within them learn. This requires exploration, invention, experimentation, and adaptation – all of which necessitate learning. The increasing volatility in the business world has shortened the life cycle of competitive advantages, products, and even public companies, making continuous learning and adaptation essential for long-term success.

2. Our minds are wired for efficiency, not learning

"We have a strong tendency to reject ideas that fail to fit our preconceptions."

Cognitive biases. Our brains are designed to be efficient, which often means relying on existing mental models and shortcuts (heuristics) rather than engaging in deep, critical thinking. This efficiency can hinder learning by making us resistant to new ideas that challenge our existing beliefs. We tend to seek confirmation of what we already believe, rather than actively looking for disconfirming evidence.

System 1 vs. System 2 thinking. Daniel Kahneman's concept of System 1 (fast, automatic) and System 2 (slow, deliberate) thinking illustrates how our minds often default to quick, intuitive responses rather than engaging in deeper, more analytical thought processes. To learn effectively, we must consciously engage System 2 thinking, which requires more effort and energy. This involves:

  • Suspending judgment
  • Considering alternative perspectives
  • Questioning our assumptions
  • Seeking out disconfirming evidence

3. Emotions play a vital role in cognition and learning

"Can you be totally logical or rational? No. Can emotions ever help you make good decisions? Yes. Can emotions ever lead you to make bad decisions? Yes."

Emotion-cognition integration. Contrary to popular belief, emotions and rational thought are not separate processes but are deeply intertwined. Emotions influence every stage of cognition, including perception, attention, memory, decision-making, and social functioning. This integration means that we cannot simply "leave emotions out" of our thinking and learning processes.

Positive emotions enhance learning. Research has shown that positive emotions generally enhance cognitive processing, thinking, and learning. They can:

  • Improve our ability to evaluate ambiguous and neutral data
  • Help us see alternative interpretations or explanations
  • Reduce conflict in face-to-face negotiations
  • Increase creativity and problem-solving abilities

Conversely, persistent negative emotions like anxiety or fear can impair comprehension, creativity, and retrieval from long-term memory. Creating a positive emotional environment is therefore crucial for effective learning and decision-making.

4. Cultivate a growth mindset to become a better learner

"The most important quality that differentiates successful people from unsuccessful people is the capacity to learn and adapt."

Fixed vs. growth mindset. Carol Dweck's research on mindsets reveals that individuals with a growth mindset – those who believe their abilities can be developed through effort and learning – are more likely to embrace challenges, persist in the face of setbacks, and ultimately achieve higher levels of success. In contrast, those with a fixed mindset believe their abilities are innate and unchangeable, leading them to avoid challenges and give up easily when faced with difficulties.

Developing a growth mindset. To cultivate a growth mindset:

  • Embrace challenges as opportunities for growth
  • View effort as the path to mastery
  • Learn from criticism and feedback
  • Find inspiration in others' success
  • Use the phrase "not yet" instead of "can't" when faced with difficulties

Organizations can foster a growth mindset culture by:

  • Rewarding effort and improvement, not just outcomes
  • Providing opportunities for continuous learning and development
  • Encouraging risk-taking and viewing failures as learning experiences

5. Create a positive learning environment that promotes psychological safety

"Fear does little to encourage learning."

Psychological safety. Amy Edmondson's research highlights the importance of creating an environment where team members feel safe to take interpersonal risks, such as admitting mistakes, asking questions, or offering new ideas. This psychological safety is crucial for fostering learning and innovation within organizations.

Key elements of a positive learning environment:

  • Permission to speak freely without fear of punishment
  • Encouragement of constructive dissent and debate
  • Tolerance for mistakes and failures as learning opportunities
  • Humble, passionate leaders who act as stewards of the organization
  • Strong, purposeful culture with cultural fit-based hiring practices
  • High employee engagement and mutual accountability

Organizations that create such environments, like W.L. Gore & Associates and IDEO, demonstrate higher levels of innovation, adaptability, and overall performance.

6. Engage in high-quality learning conversations

"Learning is a team sport."

System 2 conversations. High-quality learning conversations, or "System 2 conversations," are deliberate, nonjudgmental, nondefensive, and open-minded exchanges. These conversations aim to stress-test beliefs and reach the best objective result, rather than confirm existing views or compete for dominance.

Key elements of effective learning conversations:

  • Suspend judgment and preconceived notions
  • Actively listen and reflect on others' perspectives
  • Ask questions to deepen understanding
  • Share personal experiences and vulnerabilities
  • Seek to understand, not to win or prove oneself right

Humble inquiry. Edgar Schein's concept of humble inquiry emphasizes the importance of asking questions from a place of genuine curiosity and respect. This approach builds trust and fosters more open, honest communication, which is essential for learning and problem-solving in complex environments.

7. Use critical thinking tools to challenge assumptions and improve decision-making

"Pain + Reflection = Progress"

Unpacking assumptions. One of the most crucial aspects of critical thinking is identifying and challenging the underlying assumptions that shape our beliefs and decisions. Tools and processes that can help with this include:

  • Root cause analysis (e.g., Toyota's "5 Whys")
  • PreMortem technique (imagining a project has failed and working backward)
  • Learning Launches (low-cost, quick experiments to test new ideas)

After Action Reviews (AARs). Developed by the U.S. Army, AARs are structured debriefs that occur after an action or project. They focus on four key questions:

  1. What was expected to happen?
  2. What actually happened?
  3. Why were there differences?
  4. What can we learn from this?

These tools help individuals and organizations learn from experiences, challenge mental models, and make better decisions in the future.

8. Build a High-Performance Learning Organization (HPLO)

"HPLO = Right People + Right Environment + Right Processes"

Right People. Hire and develop individuals with:

  • Growth mindset
  • Intrinsic motivation to learn
  • High self-efficacy
  • Openness to feedback and new experiences

Right Environment. Create a culture that:

  • Promotes psychological safety
  • Encourages experimentation and risk-taking
  • Values continuous learning and improvement
  • Fosters high employee engagement

Right Processes. Implement systems and practices that:

  • Facilitate critical thinking and decision-making
  • Enable high-quality learning conversations
  • Promote knowledge sharing and collaboration
  • Measure and reward learning behaviors

By aligning these three elements, organizations can create a self-reinforcing system that drives continuous learning, adaptation, and high performance.

9. Bridgewater Associates: A case study in radical transparency and continuous learning

"We all are dumb shits."

Radical Transparency. Bridgewater Associates, the world's largest hedge fund, has built a culture of extreme openness and honesty. All meetings are recorded and available for review by any employee, and everyone is encouraged to speak their mind and challenge others' ideas, regardless of hierarchy.

Key elements of Bridgewater's learning culture:

  • Constant feedback and evaluation (e.g., "Dot Collector" tool)
  • Explicit acknowledgment of personal weaknesses
  • Emphasis on personal growth and development
  • Data-driven decision-making
  • Belief that "pain + reflection = progress"

While Bridgewater's approach may seem extreme, it demonstrates how a relentless focus on learning and improvement can drive exceptional results in a highly competitive industry.

10. Intuit: Transforming into an innovation-driven, experiment-based organization

"Everything is an experiment."

Design for Delight (D4D). Intuit's transformation began with the introduction of D4D, a design thinking approach aimed at creating products that would "delight" customers emotionally. This shift required changes in both processes and mindset throughout the organization.

Rapid experimentation. Intuit institutionalized a culture of continuous experimentation, where employees are encouraged to test ideas quickly and cheaply. Key aspects include:

  • "Leadership by experiment" rather than hierarchy
  • Emphasis on learning from failures and surprises
  • Use of metrics to evaluate experiments objectively

Cultural transformation. Intuit's journey demonstrates that even successful companies can reinvent themselves to become more innovative and adaptable. This requires strong leadership commitment, changes in organizational structure and processes, and a willingness to embrace failure as a learning opportunity.

11. UPS: Achieving operational excellence through constant improvement and adaptation

"We're never satisfied with the way things are, if they can be improved."

Constructive dissatisfaction. UPS has built a culture of continuous improvement, driven by what founder Jim Casey called "constructive dissatisfaction" – a constant drive to find better ways of doing things, even when current methods are successful.

Key elements of UPS's learning culture:

  • Relentless focus on measurement and data analysis
  • Employee-centric policies that promote engagement and loyalty
  • Promotion-from-within practices that retain institutional knowledge
  • Willingness to invest in long-term transformation (e.g., international expansion, technology infrastructure)

UPS's story demonstrates how a large, established company can maintain a culture of learning and adaptation over decades, enabling it to evolve from a small messenger company to a global logistics powerhouse.

Last updated:

Review Summary

3.85 out of 5
Average of 100+ ratings from Goodreads and Amazon.

Learn or Die receives mixed reviews, with an average rating of 3.85/5. Positive reviews praise its thought-provoking content on building learning organizations, particularly the case studies of companies like Bridgewater. Critics note the book's dense writing and lack of original ideas. Many readers find the Bridgewater chapter particularly insightful. Some reviewers appreciate the synthesis of various learning theories, while others feel it's repetitive of existing literature. The book's practical applications and emphasis on creating a learning culture are highlighted as strengths.

Your rating:

About the Author

Edward D. Hess is a seasoned business professional with over 30 years of experience in various executive roles. Professor Edward D. Hess has authored ten books and numerous articles on business growth, management, and strategy. His research focuses on the Darden Growth/Innovation Model and the challenges of managing private company growth. Hess has taught executive education programs for major corporations and international business schools. His work has been featured in prominent media outlets, including Fortune, Financial Times, and CNBC. Before joining Darden, Hess founded entrepreneurship and leadership institutes at Emory University's Goizueta Business School.

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