Research & Data Quality

• Research & Data Quality
• Article

The ARF Member AI Workshop

The ARF Member AI workshop introduced members to the potentialities of various AI platforms and tools to boost their work productivity. The workshop covered how LLMs such as Copilot, ChatGPT, Gemini and Claude can be employed in three main areas: presentations and reports, advertising research and meetings. Issues such as privacy and security of using AI, as well as the current limitations and challenges of the technology were also discussed. The hands-on, interactive workshop was an opportunity for all those interested in best practices and guidelines for using AI to learn how to interweave such programs into their daily work processes.

• Research & Data Quality
• Article

ARF Attention Measurement Validation Initiative: Phase 2 Report (2nd Edition)

• 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.

• Research & Data Quality
• Article

AI Use in Advertising Research: Insights from the AI Handbook

Dive into the future of advertising research with this abridged version of the ARF's AI handbook. This Knowledge at Hand report and its accompanying one-page CMO brief describe best practices for utilizing AI tools for different aspects of advertising research. This short report is great for those already using AI and those thinking of interweaving it into their research function.

• Research & Data Quality
• Article

Minimizing Risk and Inspiring Innovation When Using GenAI and LLMs

Generative AI (GenAI) and Large Language Models (LLMs) have reached a point in their development where they have become tools so powerful, they will quickly become too important to ignore. Proper use can drive greater efficiency, productivity, better automation and even become new revenue drivers, according to this concise, how-to guide written by Steven Millman, ARF board member and Global Head of Research & Data Science at Dynata. It describes best practices and potential pitfalls in data privacy and security, protecting IP, oversight and more.

• Research & Data Quality
• Article

Predicting Sponsorship Retention in Marketing

• Journal of Advertising Research

This comprehensive model accurately predicts sponsorship retention in marketing. Researchers utilized a dataset of over 5,800 sponsorships to identify the key factors that influence sponsor loyalty and longevity.

• Research & Data Quality
• Article

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.

• Research & Data Quality
• Article

Cross-Platform Measurement Options from an Agency Perspective

Audience measurement is changing at an unprecedented rate. Concurrently, identifiers such as cookies are fading, and traditional models and incumbent suppliers are being questioned. In reaction to all these happenings, new measurement initiatives and a new Joint Industry Committee (JIC) have risen to establish a path toward a new video measurement framework. In 2023, the Online-Offline Metrics Working Group, within the ARF Cross-Platform Measurement Council, conducted anonymous, in-depth-interviews (IDIs) with eight key decision-makers from major agency holding companies. The IDIs focused on three major issues involving the metric situation confronting the advertising industry. This report summarizes the learnings from those interviews.

• Research & Data Quality
• Article

Future-Proofing the Analytics and Insights Function

• By Chenyu Wang
• ANALYTICS COUNCIL

On February 6, Analytics Council Organizational Working Group members Shelley Yang (Director, Insights Activation at Ipsos Creative Excellence) and John Baro (Manager, Market Research & Insights at Spectrum Reach) shared a summary of their learnings from a set of 21 in-depth interviews (IDIs) conducted with ARF members to understand what insights and analytics departments should do to future-proof themselves. Then, a panel of senior researchers -- Helen Katz (EVP, Research at Publicis Media), Michelle Gibb (Vice President, Global Insights & Analytics at Mondelez International), and Jed Meyer (SVP, Media Solutions Leader of Kantar) -- and an industry observer, Simon Chadwick (Managing Partner at Cambiar LLC) joined Shelley to share their perspectives on the topic.  Their conversation was moderated by Steven Millman, Global Head of Research & Data Science at Dynata.  The presentations and panel touched on AI, outsourcing, skill sets, and mindsets.