Professor Explored Risks of Personalized Marketing

A new book examines how advertisers use consumer data to influence behavior in the age of artificial intelligence.

Updated on Sept. 22, 2026 in Cybersecurity

Isometric editorial illustration showing a complex network of interconnected fiber optic strands and metallic lattice structures. — Professor Joseph Turow’s new research examines how personalized marketing and AI-driven data collection systems systematically influence consumer behavior and privacy. AI Illustration. Upload story photo >

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Do you feel you have meaningful control over how companies use your personal data?

In his 2026 book, Professor Joseph Turow of the Annenberg School for Communication analyzed the evolution of personalized marketing. He argues that companies systematically cultivate digital resignation to facilitate data collection.

Why it matters

The research highlights a growing tension between the increasing sophistication of AI-driven marketing and public concern over digital privacy. Despite widespread calls for legislative action, consumer awareness regarding actual data security remains low.

A 2023 study of over 2,000 participants found that only 23% could pass a data security survey. Meanwhile, 80% of those surveyed expressed a desire for Congress to pass formal data privacy legislation.

The players

Joseph Turow

He is a professor emeritus at the Annenberg School for Communication at the University of Pennsylvania.

University of Pennsylvania

This Philadelphia-based institution houses the Annenberg School for Communication and the Wharton School.

The details

Companies utilize hundreds of data points to create seductive environments that influence user behavior. As AI tools further accelerate these practices, the gap between consumer knowledge and corporate data exploitation continues to widen.

In 2015, 58% of Americans reported feelings of data resignation.
A major Annenberg School data study was conducted in 2023.
The University of Pennsylvania announced a pilot for the PennChat secure portal in July 2026.
Wharton School students gained access to Claude Enterprise in late August 2026.
Access to Claude Enterprise expanded University-wide on September 7, 2026.

The Tech Race

This work follows the framework established by the 2023 Annenberg School study on consumer data awareness. The findings underscore a major shift in how academic research monitors the intersection of emerging AI capabilities and long-standing corporate data extraction models.

Readers may find that their personal data is being used by AI-driven marketing systems to influence daily purchasing habits. Awareness of these corporate tactics can help users better navigate the digital landscape and advocate for stronger privacy protections.

The takeaway

Consumers should remain skeptical of the convenience offered by personalized services that require extensive data collection. Implementing proactive privacy measures can help mitigate the influence of AI tools designed to shape human behavior.