EPISODE · Nov 23, 2025 · 13 MIN
Unraveling the Personalization Paradox
from Ashwin Papers · host Ashwin Malshe
The academic article, "Unraveling the Personalization Paradox," explores the contradictory effects of personalized online advertising that arises when increased relevance clashes with consumer discomfort over data collection. Researchers, using both field studies on platforms like Facebook and controlled experiments, found that while personalization can boost click-through rates, the positive effect is significantly undermined when firms engage in covert information collection without consumer consent, causing an affective response termed perceived vulnerability. The study proposes that this negative reaction can be mitigated by firms adopting overt data collection strategies—either by providing upfront transparency or by incorporating trust-building cues (like informational icons) directly into advertisements, particularly on less trustworthy websites. Ultimately, the work suggests that consumer awareness and implied consent are crucial determinants of personalized advertising effectiveness in the digital retail environment.
What this episode covers
The academic article, "Unraveling the Personalization Paradox," explores the contradictory effects of personalized online advertising that arises when increased relevance clashes with consumer discomfort over data collection. Researchers, using both field studies on platforms like Facebook and controlled experiments, found that while personalization can boost click-through rates, the positive effect is significantly undermined when firms engage in covert information collection without consumer consent, causing an affective response termed perceived vulnerability. The study proposes that this negative reaction can be mitigated by firms adopting overt data collection strategies—either by providing upfront transparency or by incorporating trust-building cues (like informational icons) directly into advertisements, particularly on less trustworthy websites. Ultimately, the work suggests that consumer awareness and implied consent are crucial determinants of personalized advertising effectiveness in the digital retail environment.
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Unraveling the Personalization Paradox
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