Further Reading: Chapter 34

Annotated Bibliography for Designing Learning Experiences

On Retrieval Practice in Education

Roediger, H. L., & Karpicke, J. D. (2006). The power of testing memory: Basic research and implications for educational practice. Perspectives on Psychological Science, 1(3), 181–210.

A highly readable overview of the testing effect and its implications for educational design. Roediger and Karpicke argue persuasively that the classroom has dramatically underutilized testing as a learning tool. The paper distinguishes between testing for measurement (summative) and testing for learning (formative) and makes the case that the latter should be much more frequent.

Agarwal, P. K., & Bain, P. M. (2019). Powerful Teaching: Unleash the Science of Learning. Jossey-Bass.

The most practical book on applying retrieval science to classroom instruction, written by a learning scientist and an experienced teacher. Specific, actionable, with real classroom examples. If you're a teacher who wants a concrete implementation guide for retrieval practice, this is the book.

On Cognitive Load Theory

Sweller, J., van Merriënboer, J. J. G., & Paas, F. G. W. C. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–296.

The foundational paper on cognitive load theory as an instructional design framework. Dense but comprehensive; explains the intrinsic/extraneous/germane distinction in detail and provides design principles derived from the framework.

Mayer, R. E. (2009). Multimedia Learning (2nd ed.). Cambridge University Press.

Mayer's comprehensive synthesis of research on instructional design for multimedia environments. The "multimedia learning principles" — coherence (remove extraneous material), signaling (highlight structure), contiguity (integrate related content), etc. — are the most thoroughly researched set of design guidelines available for instructional material development. Essential for anyone designing digital learning.

On Worked Examples and Scaffolding

Atkinson, R. K., Derry, S. J., Renkl, A., & Wortham, D. (2000). Learning from examples: Instructional principles from the worked examples research literature. Review of Educational Research, 70(2), 181–214.

A comprehensive review of worked example research with practical design guidelines. Covers the self-explanation effect (worked examples + explanation prompts), the completion problem effect (partially worked examples), and the expertise reversal effect (when worked examples stop being beneficial and become counterproductive).

Vygotsky, L. S. (1978). Mind in Society: The Development of Higher Psychological Processes. Harvard University Press.

The foundational work on scaffolding (though Vygotsky himself used the ZPD concept; "scaffolding" was coined by Wood, Bruner, and Ross in 1976 as an application of Vygotsky's ideas). Understanding the theoretical basis for scaffolding — as temporary support that enables performance beyond current independent capability — provides important context for the fading principle.

On Curriculum Design

Bruner, J. (1960). The Process of Education. Harvard University Press.

Bruner's classic work on curriculum design, which introduced the spiral curriculum concept. The idea that any subject can be taught "in some intellectually honest form to any child at any stage of development" is the philosophical foundation for spiral design. Short, readable, and still relevant.

Wiggins, G., & McTighe, J. (2005). Understanding by Design (2nd ed.). ASCD.

The "backward design" framework — beginning instructional design with the desired learning outcomes, then designing assessments, then designing instruction — is one of the most influential curriculum design frameworks. Directly relevant to this chapter's emphasis on designing assessment as a learning tool, not just a measurement tool.

On Corporate Training Design

Brinkerhoff, R. O. (2006). Telling Training's Story: Evaluation Made Simple, Credible, and Effective. Berrett-Koehler.

A practical guide to evaluating training effectiveness beyond smile sheets. Brinkerhoff's "Success Case Method" for documenting what training actually produces in terms of behavior change is directly relevant to Tomas's story of measuring 30- and 90-day retention.

Thalheimer, W. (2018). Performance-Focused Smile Sheets: A Radical Rethinking of a Dangerous Art Form. Work-Learning Research.

A practitioner-focused critique and redesign of end-of-training evaluations. Thalheimer argues that even satisfaction surveys can be redesigned to provide more learning-relevant information. Useful for anyone who must use smile sheets but wants to extract more meaningful data from them.