ARF Attention Measurement Validation Initiative: Phase 2 Report

  • ARF ORIGINAL RESEARCH

Explore the latest findings from the ARF Attention Measurement Validation Initiative. The phase two report is a comprehensive examination of various attention measurement methods used in creative testing. It concludes with reflections on the challenges of attention measurement, as well as some suggestions for advertisers on how to choose and evaluate attention measurement providers.

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How to Calculate Reach and Frequency Using Virtual IDs (VIDs)

Current existing methods used to calculate reach and frequency of a campaign or media schedule are known to have deficiencies in measuring cross-device ad exposure. Restrictions to protect digital privacy complicate cross-platform exposure measurement even further. Multiple global research organizations have turned to a concept known as “virtual people,” to overcome these limitations in order to produce aggregate reach and frequency estimates. This report by the ARF Analytics Council provides a foundational overview of VIDs for a broad audience, providing ARF members with a stronger understanding of this vital topic.

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Attention 2024

ATTENTION 2024 showcased findings from Phase 2 of the ARF’s Attention Measurement Validation Initiative – aimed at understanding various attention measurement tools’ validity, reliability, and application in advertising. From analyses of ad creative to brand building, industry leaders gathered to discuss and debate the fascinating and fast-changing field of measurement.

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Predicting Attention to Advertising Through Machine Learning

Privacy regulations have served as the impetus for a renewed interest in contextual targeting. To be effective, an ad must be related to its context but different enough to stand out. This working paper from the Marketing Science Institute (MSI) at the ARF presents a comprehensive model leveraging eye-tracking data and XGBoost algorithms to forecast the effectiveness of ad placements in real time.

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Using Shelf Interaction Analysis to Enhance Retail Efficiency and Customer Engagement

Utilizing video tracking and shelf interaction analysis provides actionable insights for retailers looking to manage shopping efforts and enhance customer engagement in retail stores. This Marketing Science Institute (MSI) at the ARF working paper illustrates the benefits of strategic shelf reorganization and targeted promotions to improve shopping efficiency and sales conversion.

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