Audience & Media Measurement

Traversing Data Silos: A Practical Framework for Identity Crosswalks in Advertising

  • ARF | Cross-Platform Council
  • ARF ORIGINAL RESEARCH

Advertisers rely on identity crosswalks as a critical tool for linking identifiers across data sets and platforms without exposing personal information. This white paper from the Identity Resolution Working Group of the Cross-Platform Measurement Council provides a brief practical introduction to crosswalks and how to implement them effectively. It outlines common operational models, covers use cases for brands, agencies and publishers, and addresses accuracy, privacy and match rate considerations. The guide offers advertising researchers and data practitioners clear, actionable steps for navigating the complex identity landscape.

Member Only Access

Unpacking the Streaming Top 10: A Deep Dive into the Metrics and the Market Trends

On September 18, we pulled back the curtain on how the Streaming Top 10 is created and explored how these titles fuel streaming and many of our cultural conversations. Nielsen revealed why specific metrics are chosen for reporting, provided a deeper understanding of overall trends and observations, and discussed some interesting factoids gathered over five years of tracking.

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ATTENTION 2025

  • ARF

Industry leaders gathered at ATTENTION 2025 on June 5 to explore the evolving science of attention measurement in advertising. This event featured new research from advertisers, agencies, and academics, including preliminary findings from Phase 3 of the Attention Measurement Validation Initiative. Attendees gained actionable insights into scalable attention metrics, their role in optimizing creative and media strategies, and how brands can better identify and engage audiences to drive results.

Member Only Access

AI for Creative & Targeting: Predict, Personalize, Perform

  • ARF
  • AI SERIES

In this AI session, Laura Denton Carter, Travis Gossen, and Doug Horn unveiled a set of AI-powered tools developed by Google that streamline the creative development process and enhance targeting capabilities. Paul Donato of the ARF moderated the subsequent question-and-answer portion. The presentation focused on how these tools optimize campaign efficiency and creative performance. Real-world use cases illustrated how AI can drive personalization, audience segmentation, and dynamic content creation across platforms. The session also emphasized the importance of ethical considerations and human oversight when implementing AI in advertising.

Member Only Access

Privacy Rules, Trust Gained: How Regulations Change Consumer Data Sharing

  • ARF
  • ARF

Research in this Marketing Science Institute (MSI) working paper shows that privacy regulations can increase consumer willingness to share data. Using behavioral data from a popular U.S. shopping app and complementary evidence from the Consumer Expenditure Survey, the research finds that regulations in California and Virginia boosted both the volume and diversity of data sharing—especially among consumers who were initially more reluctant.

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Analytics & Forecasting 2025

  • ARF
  • ARF

On September 29-30, the ARF and MSI co-produced the inaugural ANALYTICS & FORECASTING conference, exploring the evolving role of modeling in market research and forecasting, with a particular focus on the opportunities and limitations of synthetic data. Attendees engaged in critical discussions about the opportunities and limitations of modeling in market research applications and heard practical strategies and solutions from leading researchers and practitioners.

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Navigating Identity Loss: Measurement and Targeting in a Privacy-First Era

  • ARF
  • ARF Analytics Council

How is the loss of digital identifiers reshaping advertising research? This guide, by the ARF Analytics Council, offers advertising researchers a deep dive into the privacy-first landscape, covering regulatory impacts, measurement challenges and practical identity solutions—from synthetic IDs to advanced modeling—to enable successful targeting and attribution in a fragmented ecosystem.

Member Only Access