Be personal, but not too personal: necessary condition analysis of young consumers’ reactions to personalized Instagram ads

Purpose Nowadays, personalization is key to connecting with consumers. However, it comes with a caveat: privacy concerns, which lead to a personalization-privacy paradox. This study aims to examine how young consumers respond to personalized digital advertising, considering both the benefits and potential downsides. It investigates how these perceptions shape affective ad involvement and how that, in turn, influences key online behaviours. Design/methodology/approach Data from an online survey of Instagram consumers were analysed using necessary condition analysis. Findings Results show that achieving high affective involvement requires communication to be perceived as highly personalized, highly useful and minimally intrusive. Affective involvement is a necessary but not sufficient condition for purchase intention. Similarly, positive eWOM is necessary to drive purchase intention, while negative eWOM does not significantly deter it. Originality/value The research examines both bright and dark sides of personalized advertising from the perspective of young consumers, offering a balanced view. By applying a necessary conditions analysis approach, it identifies the minimum levels of perceived benefits and concerns that must be met/avoided to trigger young consumers’ emotional engagement, sharing behaviour and purchase intentions. This approach provides more actionable and precise insights for designing digital marketing strategies that resonate with today’s privacy-aware, tech-savvy youth.

Authors

Institutions

Publication Details

Journal
Young Consumers Insight and Ideas for Responsible Marketers
Published
2025-12-31
DOI
https://doi.org/10.1108/yc-06-2025-2590
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Be personal, but not too personal: necessary condition analysis of young consumers’ reactions to personalized Instagram ads

Ana Lisboa, Raquel Meneses, Susana Silva, Carolina Freire Santos
Young Consumers Insight and Ideas for Responsible Marketers
Digital Marketing and Social Media
article

Be personal, but not too personal: necessary condition analysis of young consumers’ reactions to personalized Instagram ads

Ana Lisboa, Raquel Meneses, Susana Silva, Carolina Freire Santos
article en

Abstract

Purpose Nowadays, personalization is key to connecting with consumers. However, it comes with a caveat: privacy concerns, which lead to a personalization-privacy paradox. This study aims to examine how young consumers respond to personalized digital advertising, considering both the benefits and potential downsides. It investigates how these perceptions shape affective ad involvement and how that, in turn, influences key online behaviours. Design/methodology/approach Data from an online survey of Instagram consumers were analysed using necessary condition analysis. Findings Results show that achieving high affective involvement requires communication to be perceived as highly personalized, highly useful and minimally intrusive. Affective involvement is a necessary but not sufficient condition for purchase intention. Similarly, positive eWOM is necessary to drive purchase intention, while negative eWOM does not significantly deter it. Originality/value The research examines both bright and dark sides of personalized advertising from the perspective of young consumers, offering a balanced view. By applying a necessary conditions analysis approach, it identifies the minimum levels of perceived benefits and concerns that must be met/avoided to trigger young consumers’ emotional engagement, sharing behaviour and purchase intentions. This approach provides more actionable and precise insights for designing digital marketing strategies that resonate with today’s privacy-aware, tech-savvy youth.

Young Consumers Insight and Ideas for Responsible Marketers
Instituto Politécnico de Leiria (PT), Universidade do Porto (PT), Universidade Católica Portuguesa (PT), INESC TEC (PT)
Openalex Percentile: Top 21%
Digital Marketing and Social Media
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.