effectiveness & ROI

Multiple Attention Measures

A new report shows that “Attention measurement” can mean very different things – in terms of what is being measured and how it is measured. Read more »

How Do You Stimulate Great Creative and Measure It?

  • CREATIVE EFFECTIVENESS 2023

At our second annual Creative Effectiveness event, industry visionaries discussed the perspectives, theories, and resources they employ to develop and measure great creative. Attendees joined us in New York City or via livestream to hear fresh insights on the advertising landscape: from using AI as a stimulus for creative to extracting behavioral data and using that to try and inspire creative. Immediately after, we honored the teams behind insights-driven advertising with the ARF David Ogilvy Awards ceremony and dinner. The Gold, Silver and Bronze winners were announced, as well as the reveal of this year’s prestigious Grand Ogilvy Award recipient.

Member Only Access

Finding Mountain Dew’s Sweet Spot

LoopMe’s Carlos Cruz and IRI’s Joe Conte review a case study for Pepsi’s Mt Dew using IRI’s real-time deterministic sales data and LoopMe’s in-flight optimization. Highlighting the precision of IRI’s retailer loyalty card data from 117M households (HH), Joe provided background on and execution of the campaign that increased dollars per HH sales lift by 40%. Aligning the right ads at the right time by leveraging IRI’s actual purchase data, Carlos outlined the attributes that drove brand lift and Pepsi’s sales goals to attract new buyers.

Collaborating on Research and Solutions for Private Measurement

Dennis Buchheim has a unique perspective from “two sides” of the ad industry. He leads Facebook’s Ads Ecosystem team after serving as CEO of IAB Tech Lab. Dennis shared a view on how the industry is grappling with the shifting regulatory, platform, and technology landscape. Only together can the industry understand these changes and create paths forward. As opportunities are evaluated to evolve how data is used, research will be critical in refining the industry’s foundational knowledge and providing tactical guidance.

An Economic Analysis of TV Advertising Profitability

Professor Anna Tuchman of Northwestern’s Kellogg School of Management presented an economic analysis of the effectiveness of a major portion of the U.S. linear television advertising spend, worth $66B in 2019. The study, conducted with Bradley Shapiro and Günter Hitsch of the University of Chicago’s Booth School of Business, investigated the elasticity of actual sales for 288 distinct CPG brands on the basis of brand-specific ad spend as captured by Nielsen store and household panels along with Nielsen Ad Intel data. They used log-log regression and flexible machine learning algorithms. Their goal is to help firms evaluate ad campaign effectiveness with the hope their measurement will help make better ad spend decisions.

MODERATED TRACK DISCUSSIONS: Attention Measures

An impressive body of work is building in attention measurement. The three winning-papers sessions preceding this panel revealed a work in progress with shared goals as well as differences in approaches. Moderator Earl Taylor of the ARF’s MSI division asked the speakers about their views on barriers to the process, and opportunities for further improving attention measures.

Attentive Reach: The Case for Human Attention in Brand Advertising

Realeyes uses software solutions for measuring human attentional and emotional response to advertising. Max Kalehoff explained the importance of attention measurement as a gauge of brand performance. He urged companies, particularly those with latent sales, to incorporate it into their business models.

Cookieless Audience Targeting and Attribution: A Pharma Case Study

While attribution has been around two decades, a great breakthrough for digital, the deprecation of third party cookies is likely to have a significant impact. Options to MTA include: walled gardens, focused on one channel only, and data clean rooms such as those operated by the identity companies. Cleanrooms are data intensive but much better than single channel walled gardens.

Understanding the True Cost of Attention Across Media

Lumen Research and TVision came together with Ebiquity to study differences in the way advertising generates visual attention across varied media and how much it costs to buy that attention. By combining their individual datasets – Lumen’s visual attention to digital advertising on desktop and smartphones, TVision’s TV attention data, and Ebiquity’s cost data – the researchers devised a new currency, the aCPM, a proxy metric representing the cost per thousand seconds of attention.

MODERATED TRACK DISCUSSIONS: Attribution & Approaches

In this discussion for the track, Attribution & Approaches, session chair, Paul Donato (ARF) asked the speakers for their key insights on the drivers of short-term and long-term sales, the role of match control, and whether testing control should be part of attribution and ROI.