Concept testing projects are particularly challenging for AI tools as they often struggle to disambiguate similar concepts. CoLoop features a specialised concept testing mode that can be enabled during project setup.

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What does concept testing mode do?

Concept testing mode enables you to enter a list of concepts, brand names or any other key phrase during the project setup. The AI will automatically label text segments where they appear and even track when the conversation changes from discussing one to another.
  • These will appear in the transcripts and evidence panel
  • Concepts entered here will be passed into the Key Phrases section when transcribing any audio or video files

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Study Design

If you want to use CoLoop to analyse research material containing stimulus it’s important to plan ahead. Choose concept names that will stand out
  • Use concept names that will stand out:
    • Good: Alpha, Beta, Gamma
    • Bad: Concept I, 1, A
  • Generic sounding terms are difficult to discern and will not be well picked up
Reference the concepts clearly in your interviews
  • Be consistent with terminology when referring to concepts
  • Introduce concepts clearly in the interview and make sure these come through in the transcript

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Enabling Concept Testing Mode

You should add in all concepts before uploading your research material.
  1. Click “enable concept testing” when creating a new project
  2. Enter a list of concept or brand names that you would like to distinguish between
  3. Click save and upload your research material

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Editing Concepts

As mentioned above concepts will only apply to files uploaded after the concept was applied
  • Concepts can be edited from the transcript view
  • Click on the edit button and choose a concept from the list or create one
  • Concept labels do not have to be perfectly accurate as they are considered along with the context

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What if my concepts aren’t labelled correctly?

  • In some cases you may notice the AI doesn’t do a perfect job of labelling concepts
  • This can occur where concepts in the transcript don’t match up with the labels e.g. “C three” instead of “C3”
  • This can be improved by applying corrections to transcripts before labelling the speakers:
  1. Select a mention of a concept in the transcript and click correct transcript
  2. Click show all instances
  3. Replace all mentions with the correct spelling

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How do I use concept filters?

Concept testing mode replaced the older tags & annotations
  • Concept filters can be applied in the AI Chat and Analysis Grid by pressing the # key
  • Concept filters improve accuracy by actively filtering sections of your research material to focus on specific labelled sections:
In the AI Chat