Skip to content
APDD
See my library

Method

Affinity diagram

Writing each research observation on a note and grouping the notes by affinity, bottom-up, until the themes that connect them emerge.

In Spanish
Diagrama de afinidad
Origin
The KJ method of anthropologist Jiro Kawakita (1967); in design, Beyer and Holtzblatt (1998)
Output
Observations grouped into themes

What it’s for

It helps you organize lots of scattered, varied data without imposing categories on it in advance.

Key elements

  • One idea per note

    Short, concrete and true to what was observed.

  • Bottom-up

    Groups come from the data, not from a prior list.

  • Name each group

    With a sentence that says what they have in common.

How it’s done

  1. Write one observation on each note.

  2. Group the notes that are alike, without prior categories.

  3. Give a title to each group and arrange the groups.

Applications in design

  • When to use it

    Right after fieldwork, as a team and with the notes in view.

  • Avoid

    Starting with categories already decided: that way you only confirm what you believed.

  • Don’t fall for it

    Keep track of where each note comes from so you can go back to the source.

Authors and works

  1. 1967

    Jiro Kawakita

    Created it to organize fieldwork data that was very different from one item to the next.

  2. 1998

    Hugh Beyer and Karen Holtzblatt

    Made it part of their design process to synthesize what was learned during visits.

Sources

Original sources

  • Kawakita, J. (1967). Hassōhō [Método para generar ideas]. Chūōkōronsha.
  • Beyer, H., & Holtzblatt, K. (1998). Contextual design: Defining customer-centered systems. Morgan Kaufmann.

Last reviewed: