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Updated: Jan 19, 2026

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Note-taking format and difficulty impact learning from instructor-provided lecture notes.

David B Bellinger1, Marci S DeCaro1

  • 1Department of Psychological and Brain Sciences, University of Louisville, Louisville, KY, USA.

Quarterly Journal of Experimental Psychology (2006)
|September 15, 2019
PubMed
Summary
This summary is machine-generated.

Note-taking guides impact learning. More difficult outline notes, which require deeper processing, improved student recall and inference compared to easier cloze notes.

Keywords:
Learningcognitive loaddesirable difficultymaterial-appropriate difficultymemorymetacognitionnote-taking

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Area of Science:

  • Cognitive Psychology
  • Educational Psychology
  • Learning Sciences

Background:

  • Student note-taking methods significantly influence information processing and learning outcomes.
  • Instructor-provided note-taking guides can vary in format and content, potentially affecting student engagement and comprehension.

Purpose of the Study:

  • To investigate how the format (outline vs. cloze) and difficulty of instructor-provided note-taking guides impact undergraduate students' learning from a science lecture.
  • To determine the effect of note-taking difficulty on cognitive load and subsequent performance on different types of questions.

Main Methods:

  • Undergraduate students listened to a science lecture and used one of four note-taking guides: less-difficult outline, more-difficult outline, less-difficult cloze, or more-difficult cloze.
  • Metacognitive ratings and a cognitive load measure assessed the difficulty and processing demands of each note-taking method.
  • Student performance was evaluated using free recall, inference, and verbatim questions.

Main Results:

  • Outline note-taking was rated as more difficult and imposed a higher cognitive load compared to cloze note-taking.
  • Students using outline notes outperformed those using cloze notes on free recall and inference questions.
  • Performance on verbatim questions was similar across both outline and cloze note-taking conditions.

Conclusions:

  • Increasing the difficulty of note-taking guides, particularly outline notes with less content, enhances learning by promoting deeper semantic processing.
  • The material-appropriate difficulty framework supports the finding that appropriately challenging learning activities lead to better outcomes.
  • Note-taking difficulty should be tailored to elicit processing that complements the learning material for optimal educational benefit.