Research and evidence

Free Qualitative Codebook Generator.

Initial codes, definitions and inclusion rules.

Draft a codebook from supplied research excerpts with operational definitions that another reviewer can apply and discuss.

Chrome extension + account required.
25 free automation tasks/month across tools. Browser-provider limits apply.

WHAT TO HAVE READY

Anonymized interview excerpts and research objective.

YOUR STARTING POINT

A task you can make yours.

Copy it here. Paste it into WebAct when you are ready.

This page prepares your prompt. The task runs in WebAct.

01

Make the task yours.

Review the prompt above. Add your goal and any requirements that matter.

02

Bring it to WebAct.

Open the source page, activate WebAct and select the relevant readable content. Paste the task and provide any additional source material it requests.

03

Check the useful part.

The result covers the readable content you provide or select. Expand the relevant page sections first and check that the output includes the records you intended.

A PRACTICAL GUIDE

How to use the Qualitative Codebook Generator.

A codebook should define when a label applies and when it does not. Use sample excerpts to make coding decisions more consistent.

Make the workflow fit your task.

Build codes from the research question and sample excerpts, giving each a definition, inclusion rule, exclusion rule and example. Preserve overlapping or uncertain cases for discussion. Pilot the codebook on fresh excerpts and revise ambiguous boundaries before full coding.

What you provide
Anonymized interview excerpts and research objective.
What you get
Initial codes, definitions and inclusion rules.

See the input and the result.

Illustrative input and output · a teaching example, not a live WebAct run

Example input

Research question: what blocks first-time setup? Excerpts: P1 "I did not know what workspace meant." P2 "The guide never said where to upload the file."

Completed example

Code: terminology confusion
Include: uncertainty about a term's meaning.
Exclude: knowing the term but not finding a control.
Example: P1, "I did not know what workspace meant."

Code: missing instruction
Include: an absent procedural step.
Exclude: a supplied step that the participant misunderstood.
Example: P2, "The guide never said where to upload the file."
Pilot these boundaries on further excerpts before full coding.
Download this example

Load this input into the prompt, then copy it to WebAct to try the task. Your result may differ from the illustration.

Decisions and troubleshooting.

Should one excerpt receive only one qualitative code?

That depends on the coding approach. Allow multiple codes when distinct meanings coexist and document the rule consistently.

Why do reviewers apply the same code to different kinds of evidence?

The definition or boundary may be too broad. Compare disputed excerpts and add explicit inclusion and exclusion examples.

Try it with your own source.

Replace the example with your material in the task prompt. Keep the requirements you need, then copy the task into WebAct.

Customize and copy the task ↑
BEFORE YOU BEGIN

Using WebAct.

The prompt and example are available here. Run your task in the WebAct Chrome extension.

Is this tool free?

You can copy and edit the prompt here for free. To use it with WebAct, install the Chrome extension, create and verify your account, and connect an available browser ChatGPT session. The Free plan includes 25 user-started automation tasks per calendar month, shared across tools. Ordinary browser Chat is separate; provider limits apply.

Learn about shared context in our privacy policy and choosing Chat or Task.

FROM A PROMPT TO YOUR OWN WORK

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