Our newsletterEngaged users don’t only actively consume content but also interact deeply beyond surface engagement
Engagement
- Reader Note:
- This result comes from the paper's correlation matrix for a simulated dataset of 20 Facebook posts. Engaged users correlate at 0.785259 with consumers and 0.803959 with consumptions. The paper defines consumers as users who actively consumed content and consumptions as depth of interactions beyond surface engagement. These are correlations from one simulated cross-sectional dataset, so they show co-movement, not a proven causal path from engagement to customer experience.
- Evidence:
- Observed behaviour
- Vendor interest:
- None
- Sample:
- 20 simulated Facebook post observations, modelled after open-access Kaggle-style data; each observation is a single post.
Reader Note:
Evidence:
Vendor interest:
Sample:Good for
Getting a rough orientation, and deciding what to check yourself.
Not for
- Saying that one thing caused another, or predicting what you would get.
- The source never says when this data was collected. It could be considerably older than the publication date suggests.
- The source never says how this number was measured.
- This is one case — one company, one campaign, one account. Nothing implies it happens anywhere else.
- The source talks about this as cause and effect — that is its reading, not a finding.
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