Tag: analytics
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Measuring social media ROI with experiments and modelling
Social media measurement works better when the question comes before the dashboard. Are we trying to establish whether a campaign increased purchases, whether a message changed brand perceptions, or whether the programme produced a financial return? Those questions need related but different evidence. Substantively reviewed and updated: 22 October 2026. This article replaces fixed holdout…