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Independent researchF1000Research, 23 Oct 2025

Interactive Instagram content did the most to build brand trust

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Reader Note:
The effect size comes from path analysis on survey responses, not from an A/B test of content.
Evidence:
Self-reported behaviour
Vendor interest:
None
Sample:
Purposive sample of 205 adult respondents in India, recruited via an online Google Forms questionnaire and targeted at consumers who use Instagram for luxury product purchases.

Good for

A rough sense of size and direction, and deciding what to look at first.

Not for

  • Exact numbers, or saying that one thing caused another.
  • The two groups were not split at random — they picked their own side. The difference may have been there before anything was measured.
  • The source never says when this data was collected. It could be considerably older than the publication date suggests.
  • This was measured in one market. It may not hold where you are.
  • The source talks about this as cause and effect — that is its reading, not a finding.

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