The magical number seven, plus or minus two: Not relevant for design

April 20, 2003  |  Edward Tufte
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Now and then the narrow bandwidth of lists presented on computer screens and bullet points on PowerPoint slides is said to be a virtue, a claim justified by loose reference to George Miller’s classic 1956 paper “The Magical Number Seven, Plus or Minus Two.” That essay reviews psychological experiments that discovered people had a hard time remembering more than about 7 unrelated pieces of really dull data all at once. These studies on memorizing nonsense then led some interface designers to conclude that only 7 items belong on a list or a slide, a conclusion which can be sustained only by not reading the paper. In fact Miller’s paper neither states nor implies rules for the amount of information to be shown in a presentation (except possibly for slides that consist of nonsense syllables that the audience must memorize and repeat back to a psychologist). Indeed, the deep point of Miller’s paper is to suggest strategies, such as placing information within a context, that extend the reach of memory beyond tiny clumps of data. George A. Miller, “The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information,” Psychological Review, 63 (1956), 81-97 (here).

At Williams College in September 2000, I saw George Miller give a presentation that used an optimal number of bullet points on an optimal number of slides—zero. Just a nice straightforward talk with a long narrative structure. (George and I were there to pick up honorary degrees during the dedication of a new science building at Williams College. In addition, Donald Knuth’s talk as well as my own deployed no bullet lists.)

Williams College to Honor Eight Renowned Scientists,” September 23, 2000.

Topics: 3-Star Threads, E.T., Science