Further Reading: Field Autopsy — Education

Tier 1: Verified Sources

Pashler, Harold, Mark McDaniel, Doug Rohrer, and Robert Bjork. "Learning Styles: Concepts and Evidence." Psychological Science in the Public Interest 9, no. 3 (2008): 105–119. The definitive review of the learning styles hypothesis. Pashler et al. established a rigorous evidential standard (the crossover interaction design) and found virtually no studies supporting the meshing hypothesis. Published in one of psychology's most prestigious review journals.

Willingham, Daniel T. When Can You Trust the Experts? How to Tell Good Science from Bad in Education. Jossey-Bass, 2012. A practical guide for educators on evaluating educational claims. Willingham provides clear, accessible criteria for distinguishing evidence-based practice from pedagogical folklore. Essential reading for anyone navigating education's evidence-practice gap.

Hattie, John. Visible Learning: A Synthesis of Over 800 Meta-Analyses Relating to Achievement. Routledge, 2009. The most ambitious attempt to synthesize education research, analyzing over 800 meta-analyses covering millions of students. Hattie's effect-size rankings provide a data-driven framework for evaluating which educational interventions actually work. Controversial in some details but invaluable as a reference.

Coffield, Frank, David Moseley, Elaine Hall, and Kathryn Ecclestone. Learning Styles and Pedagogy in Post-16 Learning: A Systematic and Critical Review. Learning and Skills Research Centre, 2004. The most comprehensive review of learning style models, examining 71 different frameworks. Found that most popular models lacked basic psychometric validity.

OECD. Students, Computers and Learning: Making the Connection. OECD Publishing, 2015. The most comprehensive international analysis of educational technology effectiveness. Its finding — that heavy computer use was associated with worse outcomes — challenged the dominant EdTech narrative.

Rosenshine, Barak. "Principles of Instruction: Research-Based Strategies That All Teachers Should Know." American Educator 36, no. 1 (2012): 12–19. A concise synthesis of what education research has established with reasonable confidence about effective instruction. Rosenshine's ten principles represent the evidence-based alternative to pedagogical folklore.

Tier 2: Attributed Claims

Research by Rogowsky et al. (2015) testing the VARK model directly — classifying students by learning style and randomly assigning matched vs. mismatched instruction — found no benefit of matched instruction.

Research by Husmann and O'Loughlin (2019) found that students classified by VARK did not study in ways consistent with their supposed style, and that studying in one's "preferred" style did not correlate with better outcomes.

The Tennessee STAR experiment (Student/Teacher Achievement Ratio), conducted in the 1980s, is widely cited as the most rigorous study of class size effects. Its findings of modest effects primarily in early grades, with larger effects for disadvantaged students, are consistently reported in education research literature.

Survey data on teacher beliefs about learning styles (64% of U.S. higher education faculty, 80-95% of international K-12 teachers) has been documented in multiple studies published in education and psychology journals from 2012 to 2020.

California's Class Size Reduction program (1996) and its effects on teacher quality have been documented by multiple researchers, including Christopher Jepsen and Steven Rivkin.

  1. Start with Willingham (When Can You Trust the Experts?) — for the framework for evaluating education claims
  2. Then Pashler et al. (2008) — for the definitive learning styles debunking
  3. Then Hattie (Visible Learning) — for the comprehensive evidence synthesis
  4. Then Rosenshine (2012) — for what the evidence actually supports
  5. Then OECD (2015) — for the EdTech evidence
  6. Then Coffield et al. (2004) — for the comprehensive learning styles model review