Warning people that they are being microtargeted fails to eliminate persuasive advantage

Abstract The practice of microtargeting in politics, involving tailoring persuasive messages to individuals based on personal vulnerabilities, has raised manipulation concerns. As microtargeting’s persuasive benefits are well-established and its use facilitated by AI tools and personality-inference...

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Main Authors: Fabio Carrella, Almog Simchon, Matthew Edwards, Stephan Lewandowsky
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Communications Psychology
Online Access:https://doi.org/10.1038/s44271-025-00188-8
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author Fabio Carrella
Almog Simchon
Matthew Edwards
Stephan Lewandowsky
author_facet Fabio Carrella
Almog Simchon
Matthew Edwards
Stephan Lewandowsky
author_sort Fabio Carrella
collection DOAJ
description Abstract The practice of microtargeting in politics, involving tailoring persuasive messages to individuals based on personal vulnerabilities, has raised manipulation concerns. As microtargeting’s persuasive benefits are well-established and its use facilitated by AI tools and personality-inference models, ethical and regulatory concerns are magnified. Here, we explore countering microtargeting effects by creating a warning signal deployed when users encounter personality-tailored political ads. Three studies evaluated the effectiveness of warning “popups” against potential microtargeting by comparing persuasiveness of targeted vs. non-targeted messages with and without popups. Using within subject-designs, Studies 1 (N = 666), 2a (N = 432), and 2b (N = 669) reveal a targeting effect, with targeted ads deemed more persuasive than non-targeted ones. More important, the presence of a warning popup had no meaningful impact on persuasiveness. Overall, across the three studies, personality-targeted ads were significantly more persuasive than non-targeted ones, and this advantage persisted despite warnings. Given the focus on transparency in initiatives like the EU’s AI Act, our finding that warnings have little effect has potential policy implications.
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spelling doaj-art-250850221e824da0bc720a8bc5a389c62025-02-02T12:41:24ZengNature PortfolioCommunications Psychology2731-91212025-01-01311910.1038/s44271-025-00188-8Warning people that they are being microtargeted fails to eliminate persuasive advantageFabio Carrella0Almog Simchon1Matthew Edwards2Stephan Lewandowsky3School of Psychological Science, University of BristolDepartment of Psychology, Ben-Gurion University of the NegevSchool of Computer Science, University of BristolSchool of Psychological Science, University of BristolAbstract The practice of microtargeting in politics, involving tailoring persuasive messages to individuals based on personal vulnerabilities, has raised manipulation concerns. As microtargeting’s persuasive benefits are well-established and its use facilitated by AI tools and personality-inference models, ethical and regulatory concerns are magnified. Here, we explore countering microtargeting effects by creating a warning signal deployed when users encounter personality-tailored political ads. Three studies evaluated the effectiveness of warning “popups” against potential microtargeting by comparing persuasiveness of targeted vs. non-targeted messages with and without popups. Using within subject-designs, Studies 1 (N = 666), 2a (N = 432), and 2b (N = 669) reveal a targeting effect, with targeted ads deemed more persuasive than non-targeted ones. More important, the presence of a warning popup had no meaningful impact on persuasiveness. Overall, across the three studies, personality-targeted ads were significantly more persuasive than non-targeted ones, and this advantage persisted despite warnings. Given the focus on transparency in initiatives like the EU’s AI Act, our finding that warnings have little effect has potential policy implications.https://doi.org/10.1038/s44271-025-00188-8
spellingShingle Fabio Carrella
Almog Simchon
Matthew Edwards
Stephan Lewandowsky
Warning people that they are being microtargeted fails to eliminate persuasive advantage
Communications Psychology
title Warning people that they are being microtargeted fails to eliminate persuasive advantage
title_full Warning people that they are being microtargeted fails to eliminate persuasive advantage
title_fullStr Warning people that they are being microtargeted fails to eliminate persuasive advantage
title_full_unstemmed Warning people that they are being microtargeted fails to eliminate persuasive advantage
title_short Warning people that they are being microtargeted fails to eliminate persuasive advantage
title_sort warning people that they are being microtargeted fails to eliminate persuasive advantage
url https://doi.org/10.1038/s44271-025-00188-8
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