How People Learn II: Learners, Contexts, and Cultures

Citation

National Academies of Sciences, Engineering, and Medicine. (2018). How People Learn II: Learners, Contexts, and Cultures. National Academies Press. https://doi.org/10.17226/24783. Free official edition: https://nap.nationalacademies.org/read/24783

Chapter Summary

The report is a consensus study written by a sixteen-member committee of cognitive scientists, psychologists, sociologists, anthropologists and teacher educators. It was asked to update and extend the 2000 report How People Learn (HPL I) by reviewing research on learning from birth through old age, in school and outside it. The main text is about 220 pages in ten chapters, with a ten-page Summary, a reference list and four appendices. Each chapter ends with numbered, boxed conclusions, which makes the argument easy to follow and to cite.

Summary and Chapter 1: Introduction

The Summary restates every numbered conclusion in order and works as a short version of the report. Chapter 1 explains the committee's charge, what HPL I contributed, and the areas that have moved on since: culture, out-of-school learning and learning across adulthood. The committee gave most credence to replicated findings and meta-analyses, drew mainly on work published after 2000, and admits that laboratory findings are hard to reconcile with those from classrooms and workplaces.

Chapter 2: Context and Culture

The chapter adopts a sociocultural view in which culture is not an add-on to cognition. It presents learning as social activity within a dynamic system of people, time and context, with a debt to Vygotsky's cultural-historical tradition, and covers social, emotional and physical influences (nutrition, sleep, exercise, toxins). Its conclusion suggests that what were once called "cultural differences" may be better described as variation in learners' involvement in the common practices of particular cultural communities.

Chapter 3: Types of Learning and the Developing Brain

Three scenarios open the chapter: a student learning the Pythagorean theorem, a guitarist developing skill, and players of the protein-folding game Foldit. The chapter surveys kinds of learning that usually operate together (habit and conditioning, observation, implicit pattern learning, perceptual and motor learning, facts, inference), then turns to brain development, critical and sensitive periods, and the reuse and "tuning" of neural circuits. It stresses that brain development and learning shape each other.

Chapter 4: Processes That Support Learning

Two processes by which learners orchestrate their own learning are examined. Executive function and self-regulation include a boxed example of a curriculum for young children. Memory is treated as reconstruction rather than playback, with sections on working and long-term memory (procedural, episodic, semantic) and on memory for episodes of learning.

Chapter 5: Knowledge and Reasoning

The chapter explains how learners build and integrate a knowledge base and develop expertise, treating bias as a natural side effect of knowledge. After inferential reasoning, age-related change and cultural effects on reasoning, it reviews learning strategies: retrieval practice, spaced practice and interleaved or variable practice for retention, and summarizing, drawing and generating explanations (elaborative interrogation, self-explanation, teaching) for understanding.

Chapter 6: Motivation to Learn

Motivation is analysed through beliefs and values (self-efficacy, expectancy-value, interest), intrinsic motivation and self-determination theory, external rewards, choice, and goals, including mastery versus performance goals and teachers' influence on goal structures. The chapter then covers self-construals, social identity and stereotype threat, and closes with a short section on interventions.

Chapter 7: Implications for Learning in School

This is the chapter most directly aimed at educators. It treats culture and bias in classrooms, the shift from a "deficit" to an "asset" view of students' out-of-school practices, and, in a box, why the learning-styles idea lacks experimental support. It then looks at learning in mathematics, science and history, at engaging learners (self-regulated, problem- and project-based, collaborative learning), and at assessment, including formative feedback, learning progressions and evidence-centered design.

Chapter 8: Digital Technology

Starting from the idea of affordances, the chapter asks how technology can serve particular goals: repetition, models, collaboration, self-regulation, and active learning through games, making, embodied cognition and conversational agents. It also covers dashboards, distance learning, mobile devices, universal design and the digital divide. Its conclusions say that no technology is universally ideal and that adoption should rest on evidence from similar learners and settings.

Chapter 9: Learning Across the Life Span

The chapter considers how reasoning, knowledge and motivation change with age, then learning disabilities (reading, mathematics, adult literacy, interventions), postsecondary education and workforce training. The workplace sections discuss evaluating training, transfer, and autonomous and self-regulated learning at work.

Chapter 10: Research Agenda

After a short synthesis, the chapter sets two priorities: meeting the needs of all learners by connecting mechanisms of learning with contextual variation, and the design and impact of learning technology across the life span. The first includes calls for more diverse study populations and for longitudinal databases covering the whole life span.

Key Concepts

Chapters 1–4

• Sociocultural view of learning: learning is shaped by culture and context from the start of life, so no learner is "average".
• Integration of learning types: most real tasks combine habit, observation, implicit learning, facts and inference.
• Reciprocal brain development: brain development shapes learning, and learning shapes the brain.
• Reconstructive memory: remembering rebuilds an experience from cues rather than retrieving an exact copy.

Chapters 5–6

• Bias from prior knowledge: existing schemas help learning but can stop learners attending to new information.
• Retrieval, spacing and interleaving: practice schedules the report singles out as having good evidence for retention.
• Mastery and performance goals: orientation toward understanding versus appearing competent, shaped by classroom climate.
• Stereotype threat: awareness of a negative stereotype can depress performance in evaluative settings.

Chapters 7–8

• Asset model: students' out-of-school knowledge treated as a resource for school learning.
• Learning progressions and evidence-centered design: two frameworks for building assessments from models of how understanding develops.
• Affordances of technology: what a technology makes possible for a learner, which must be matched to goals, learners and context.

Chapters 9–10

• Divergence of reasoning and knowledge: speed of manipulating information declines with age while accumulated knowledge holds or grows.
• Transfer of training: whether workplace learning carries over to the job.

Critical Analysis

Strengths

• A usable structure for a long report. Numbered conclusions end each chapter and the Summary reproduces them, so a reader can see the claims in a few pages and then go to the chapter that supports one.
• Attention to evidence. Chapter 1 states how evidence was weighed and admits that laboratory and classroom findings are hard to combine. Chapter 7 applies this to a popular claim, stating in a box that experiments have consistently failed to support dominant learning styles.
• Culture at the centre. Culture opens the report and returns in the chapters on reasoning, motivation, school, technology and the research agenda, giving a different emphasis from a standard educational-psychology text.
• Learning beyond school and childhood. Chapters 9 and 10 cover adult learning, learning disabilities, workforce training and technology in later life, which classroom-centred textbooks often omit.

Limitations

• Not a how-to guide. The acknowledgments say the book does not offer recipes for "Monday morning". Teachers wanting classroom techniques will find more in the textbooks and practical books discussed below.
• Compressed treatment. Chapters run from roughly 10 to 35 pages, so motivation, memory or assessment receive a synthesis rather than a full survey; readers needing depth will use the reference list of about sixty pages and the related reports in Appendix B.
• Evidence limits acknowledged by the authors. The research agenda notes that findings often come from oversampled cultural and socioeconomic communities and that applying laboratory results in classrooms is often "blunt", so the conclusions are general rather than classroom prescriptions.
• Dated technology material. The report was completed in 2018 and the technology chapter reflects research up to roughly 2017.

Where It Fits in the Course

In the educational-psychology list this report sits between textbooks and handbooks. Ormrod, Anderman and Anderman's Educational Psychology: Developing Learners is a teacher-oriented textbook linking theories with classroom examples, and Schunk's Learning Theories: An Educational Perspective compares behaviorist, cognitive, social-cognitive and constructivist accounts. Either is a gentler first course; HPL II then works as a current, cross-disciplinary evidence review and a source to cite in essays and literature reviews.

The earlier How People Learn (National Research Council, 2000) is the report this volume updates, so the two are best read in sequence; Chapter 1 of HPL II summarizes what HPL I contributed and Appendix A records the history of the HPL studies. Willingham's Why Don't Students Like School? and Dweck's Mindset are readable popular accounts of parts of the same territory (memory and attention; beliefs about ability), and the Handbook of Educational Psychology is the research-level reference for going deeper into any one chapter.

How to Use This Book

HPL II is written for researchers, policy staff, teacher educators and graduate students, and the acknowledgments describe it as a tool for discussion rather than a manual. Undergraduates in educational psychology or learning-science courses can read it selectively. No technical background is required, though an introductory psychology or education course eases the cognition chapters.

A practical plan: read the Summary first, since it gives the conclusions in order, and Chapter 1 for the framing. Then choose by purpose. For core theory, read Chapter 2 (culture), Chapter 3 (types of learning and the brain) and Chapters 4–5 (self-regulation, memory, knowledge and learning strategies). For teaching, read Chapter 6 on motivation and Chapter 7, the most direct statement of implications for classrooms. Chapters 8 and 9 are optional unless the course concerns educational technology, adult education or learning disabilities, and Chapter 10 helps anyone planning research. Treat the boxed conclusions as claims to test against the preceding sections, and use the reference list to find the primary studies behind any conclusion used in an assignment.

Edition and Sources

This guide is based on the first edition (National Academies Press, 2018), read in the official free online edition at https://nap.nationalacademies.org/read/24783. It draws on the front matter and acknowledgments, the Summary, the Introduction, the section structure, opening passages, boxes and numbered conclusions of Chapters 2–9, the Research Agenda, and Appendix C.