📚 Research Resources

UBLearner2

Complete Bibliography & Further Reading

The science behind growth mindset and lifelong learning

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About These Resources

UBLearner2 is built on decades of rigorous research in educational psychology, motivation science, and learning theory. This page provides a comprehensive bibliography of the academic works, books, and research papers that inform the product's 10 evidence-based learning dimensions and 28 modules. Each source is available through Amazon with direct purchase links.

Primary Framework Source

The foundational research upon which UBLearner2's learning dimensions are built:

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Core Learning Science

Essential texts on how humans learn and develop expertise:

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Peak: Secrets from the New Science of Expertise

Anders Ericsson & Robert Pool

2016 • Houghton Mifflin Harcourt

The definitive work on deliberate practice from the psychologist who coined the term. Ericsson spent 30 years studying expert performers across domains to understand what separates the good from the great. The answer isn't innate talent—it's the right kind of practice.

Relevance to UBLearner2: Directly informs Dimensions 4 (Mastery & Expertise), 5 (Deliberate Practice), and 9 (Skill Building).
📦 Buy on Amazon
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Make It Stick: The Science of Successful Learning

Peter C. Brown, Henry L. Roediger III & Mark A. McDaniel

2014 • Belknap Press

A collaboration between a storyteller and two cognitive scientists that translates research on memory and learning into practical strategies. Reveals why popular study techniques often fail and what actually works based on empirical evidence.

Relevance to UBLearner2: Foundational for Dimension 3 (Learning Strategies) and supports all modules related to effective study and knowledge acquisition.
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A Mind for Numbers: How to Excel at Math and Science

Barbara Oakley, Ph.D.

2014 • TarcherPerigee

Based on Oakley's popular "Learning How to Learn" MOOC (the world's most enrolled online course), this book presents neuroscience-based strategies for mastering difficult subjects—even if you've always believed you weren't "a math person."

Relevance to UBLearner2: Supports Dimension 3 (Learning Strategies), 6 (Reflection & Meta-Learning), and demonstrates growth mindset in action.
📦 Buy on Amazon
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Ultralearning: Master Hard Skills, Outsmart the Competition, and Accelerate Your Career

Scott Young

2019 • HarperBusiness

Young, famous for completing MIT's 4-year computer science curriculum in one year, presents his research on intensive self-directed learning projects. Nine principles for learning anything faster and more effectively.

Relevance to UBLearner2: Supports Dimensions 3, 4, 5, and 9—all related to strategic skill acquisition and mastery.
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Curiosity & Motivation

Research on what drives us to learn and explore:

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Curious: The Desire to Know and Why Your Future Depends On It

Ian Leslie

2014 • Basic Books

Investigates the science of curiosity—why we're born curious, why it fades for many, and how to rekindle it. Leslie argues curiosity is the key capability for thriving in the 21st century economy.

Relevance to UBLearner2: Primary source for Dimension 2 (Curiosity & Wonder) and supports all modules related to exploration and questioning.
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7

Drive: The Surprising Truth About What Motivates Us

Daniel H. Pink

2009 • Riverhead Books

Pink synthesizes 50 years of behavioral science to reveal that the secret to high performance isn't rewards and punishments, but the deeply human need for autonomy, mastery, and purpose.

Relevance to UBLearner2: Supports understanding of intrinsic motivation for learning across all dimensions.
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Range: Why Generalists Triumph in a Specialized World

David Epstein

2019 • Riverhead Books

Challenges the idea that early specialization is always best. Epstein shows how sampling, experimentation, and broad thinking often lead to greater success than narrow focus—especially in complex domains.

Relevance to UBLearner2: Supports Dimensions 2 (Curiosity), 7 (Adaptation & Flexibility), and the value of lifelong, diverse learning.
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Resilience & Learning from Failure

Research on how setbacks become opportunities for growth:

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Grit: The Power of Passion and Perseverance

Angela Duckworth, Ph.D.

2016 • Scribner

MacArthur "genius" Duckworth shows that the secret to outstanding achievement isn't talent but a special blend of passion and persistence she calls "grit." Essential reading for anyone who wants to persist through learning challenges.

Relevance to UBLearner2: Directly supports Dimension 10 (Learning from Failure) and the perseverance needed for mastery.
📦 Buy on Amazon
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Black Box Thinking: Why Most People Never Learn from Their Mistakes

Matthew Syed

2015 • Portfolio

Examines why some industries (aviation) learn systematically from failure while others (healthcare) don't. Reveals how individuals and organizations can build cultures that turn errors into opportunities.

Relevance to UBLearner2: Primary source for Dimension 10 (Learning from Failure) approach and modules.
📦 Buy on Amazon
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Key Academic Papers

Peer-reviewed research underlying UBLearner2's evidence-based approach:

Implicit Theories of Intelligence Predict Achievement Across an Adolescent Transition

Blackwell, L. S., Trzesniewski, K. H., & Dweck, C. S. (2007). Child Development, 78(1), 246-263.

Longitudinal study showing that students who believed intelligence was malleable showed increasing math grades over two years, while those with fixed beliefs showed flat trajectories.

A Social-Cognitive Approach to Motivation and Personality

Dweck, C. S., & Leggett, E. L. (1988). Psychological Review, 95(2), 256-273.

The foundational paper introducing implicit theories of intelligence and their relationship to goal orientation, effort beliefs, and response to challenge.

Improving Students' Learning With Effective Learning Techniques

Dunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T. (2013). Psychological Science in the Public Interest, 14(1), 4-58.

Comprehensive review of 10 learning techniques, evaluating their effectiveness based on empirical research. Found practice testing and distributed practice most effective.

The Role of Deliberate Practice in the Acquisition of Expert Performance

Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993). Psychological Review, 100(3), 363-406.

The landmark study introducing deliberate practice as the key mechanism for acquiring expert-level performance in any domain.

Mindsets That Promote Resilience: When Students Believe That Personal Characteristics Can Be Developed

Yeager, D. S., & Dweck, C. S. (2012). Educational Psychologist, 47(4), 302-314.

Review of research showing how growth mindset beliefs promote resilience in the face of academic and social challenges.

🎓 Want to Go Deeper? Use Google Scholar

Google Scholar is a free academic search engine that indexes peer-reviewed papers, theses, books, and conference proceedings from universities and research institutions worldwide.

Unlike regular Google, Scholar focuses exclusively on academic and scholarly sources—the original research that books like those above are based on.

Use Google Scholar when you want to:

  • Read the original research studies (not just summaries in popular books)
  • Find the latest academic papers on growth mindset and learning science
  • Explore citations to discover related research
  • Access free PDF versions of many papers
  • Verify claims made in popular books

Note: Some papers require institutional access or purchase, but many are freely available as PDFs.

🔍 Search Google Scholar for Growth Mindset Research
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