Tag Archives: recall

Laptop Note-Taking leads to “Shallower Cognitive Processing” than Manual Notes

Pam Mueller

Pam Mueller

Taking notes by hand was associated with better factual and conceptual understanding and recall than capturing content on a laptop computer, reported Princeton’s Pam Mueller and Daniel Oppenheimer of UCLA.

Mueller and Oppenheimer differentiated two types of note-taking:

  • G Michael Pressley

    G Michael Pressley

    Nongenerative Note-taking, identified by verbatim copying from dictated content.
    This strategy is associated with “shallow cognitive processing, explained Penn State University’s Peggy Van Meter, Linda Yokoi of University of Maryland, and G Michael Pressley, then of Michigan State University.

Virpi Slotte

Virpi Slotte

More “superficial” information processing is linked to less accurate text comprehension, found University of Helsinki’s Virpi Slotte and Kirsti Lonka.
Shallow processing also is associated with less integrative and conceptual understanding, reported Clemson University’s Brent Igo, Roger Bruning of University of Nebraska, and Victoria University’s Matthew McCrudden.

Kirsti Lonka

Kirsti Lonka

Participants viewed 15-minute TED Talks or recorded lectures.
Meanwhile, volunteers recorded notes on a laptop computer or in handwriting.
Volunteers then completed two 5-minute distracter tasks and a reading span task to assess working memory.

Roger Bruning

Roger Bruning

Thirty minutes after the lecture, participants answered questions about the content:

  • Factual-recall, such as “Approximately how many years ago did the Indus civilization exist?”
  • Conceptual-application, like “How do Japan and Sweden differ in their approaches to equality within their societies?”

Mueller-Oppenheim Question TypesVolunteers who took notes on a laptop were more likely to record verbatim notes and showed poorer performance on factual-recall questions and conceptual-application questions.

Even when participants were told to “take notes in your own words and don’t just write down word-for-word what the speaker is saying,” laptop users recorded more verbatim notes than manual note-takers, and their comprehension performance did not improve.

Matthew McCrudden

Matthew McCrudden


Daniel Oppenheimer

Daniel Oppenheimer

Findings in a similar study confirmed that people who paraphrase content demonstrate greater content comprehension, enabled by  slower processing with manual note-taking.

Taking notes on a laptop computer enables users to transcribe information at higher speeds, and drawbacks include:

  • Shallower information processing,
  • Decreased conceptual understanding,
  • Reduced factual recall,
  • Distraction in multi-tasking on email or social media.

-*How do you maintain increase comprehension and retention when taking notes using a laptop computer?

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©Kathryn Welds

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Want to Remember Something You Read? Skip the Underlining – Exploding Learning Technique Myths

-*Were you always told to underline key points in textbooks to reinforce recall for future examinations?

If so, you may have adopted a low-value practice.

John Dunlosky

John Dunlosky

Kent State University’s John Dunlosky and Katherine Rawson collaborated with Duke’s Elizabeth J. Marsh to investigate the validity of frequently recommended learning and recall strategies.

Katherine Rawson

Katherine Rawson

They were joined in the evaluation by University of Wisconsin’s Mitchell Nathan and Daniel Willingham of University of Virginia. 

The team evaluated ten learning techniques:

  • Practice testing
  • Distributed practice
  • Elaborative interrogation
  • Self-explanation
  • Interleaved practice
  • Summarization
  • Highlighting or underlining text
  • Keyword mnemonic
  • Imagery for text learning
  • Rereading 

Elizabeth J. Marsh

Elizabeth J. Marsh

Dunlosky’s team assessed the effectiveness of each approach according to their impact across four domains:

      • Learning conditions, such as solo or group efforts
      • Learner characteristics, including age, ability, and level of prior knowledge
      • Learning materials, ranging from simple to complex
      • Criterion tasks for outcome measures of memory, problem solving, and comprehension and related skills.

Mitchell Nathan

Mitchell Nathan

The team debunked the value of many frequently-recommended practice, but validated several of the more challenging and least enjoyable approaches:

  • Practice testing.  All testing, whether practice testing or high-stakes performance testing, can increase performance and recall, sometimes up to 100% improvement in free recall.
    The most effective practice tests go beyond multiple-choice recognition question to require more detailed, process-oriented inquiries created by the learner.
    Besides its effectiveness, practice testing is also the less time-consuming than other approaches, even the less effective techniques.

Daniel Willingham

Daniel Willingham

Open Source, no-cost Anki software provides flash-card reviews and Walter Pauk of Cornell’s note-taking system enable users to list questions in the column next to notes to speed development of practice tests.

The most powerful learning approach combines both strategies in self-tests over time.

->Moderately helpful learning and retention techniques:

  • Self-explanation documents how to solve problems while providing rationales for choices during learning.
    This approach is nearly twice as time consuming as its similarly-rated peer technique, elaborative interrogation explanation, so has a less effective “Return on Investment” of time and attention.
  • Interleaved practice involves shifting study from one related topic to another, and appears to enhance motor learning and mastering cognitive tasks like mathematical problems up to 43% and augment longer-term skill retention.

->Lowest utility practices:

  • Summarization requires succinctly describing content of every text.
    Like note-taking, it was helpful in preparing for written exams but less useful for recognition tasks like multiple choice tests.
    This method was more useful than the most common techniques of highlighting, underlining and rereading, but still had low efficacy for performance enhancement.
     
  • Highlighting or underlining is the most frequently-used practice but has low value as a performance, learning, and recall practice because it requires little critical thinking beyond reading.
  • Keyword mnemonic advocates linking words to meanings by word sounds and imagery.
    This approach is helpful to trigger short-term recall for people’s names and occupations, scientific terms and foreign words but not English word definitions.
    Keyword practice appears effective in limited instances when the material includes easily memorized keywords, but is less effective than rote learning for long-term recall.
  • Imagery for text learning requires imagining visual images while reading texts.
    This approach is somewhat effective for short texts and when the text is heard rather than read, but much less useful for longer text learning.
  • Rereading was much less effective than other techniques.
    Massed rereading immediately after reading was more effective than outlining and summarizing but spaced rereading was more beneficial than massed rereading, echoing the consistent finding that spaced practice enhances performance and retention.

Dunlosky’s team provided a critical evaluation of frequent learning practices and advocates adopting only those that have proven impact on learning, performance, and retention.
Their analysis suggests that leading practices are:

  • Scheduling practice spaced over time to increase retention and to reinforce skill acquisition
  • Creating practice why questions while reading
  • Writing detailed explanations of the why, how, and what of the topic.

-*How do you enhance your ability to learn, retain information, and perform new skills?

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