The role of personalization and emotional attachment on privacy calculus: an empirical study of intelligent voice assistant

Purpose Based on privacy calculus theory (PCT), this paper aims to investigate personalization-privacy paradox (PPP) in the context of intelligent voice assistant (IVA). Besides, the moderating role of emotional attachment on privacy calculus is also considered. Design/methodology/approach A total of 247 valid online questionnaires were gathered in China, and the results were analysed using partial least squares-structural equation modeling (PLS-SEM). Findings The results show that personalization increases consumers’ perceived benefit of information disclosure (PBID) and decreases their privacy concern. Emotional attachment negatively moderates the effect of privacy concern on perceived value of information disclosure (PVID). Originality/value With the consideration of moderating role of emotional attachment on privacy calculus, this paper is the limited investigation about PPP within the context of IVA. The results challenge the traditional view about PPP, as well as offer fresh insight into consumers’ privacy calculus process.

Authors

Institutions

Publication Details

Journal
Asia Pacific Journal of Marketing and Logistics
Published
2025-03-20
DOI
https://doi.org/10.1108/apjml-10-2024-1578
Citations
2
Primary Topic
Privacy, Security, and Data Protection
Type
article
Field-Weighted Citation Impact
8.40
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The role of personalization and emotional attachment on privacy calculus: an empirical study of intelligent voice assistant

Sharizal Hashim, Hafizah Omar Zaki, Nor Asiah Omar, Le Zhang
2 citations
Asia Pacific Journal of Marketing and Logistics
Privacy, Security, and Data Protection
8.40
article

The role of personalization and emotional attachment on privacy calculus: an empirical study of intelligent voice assistant

Sharizal Hashim, Hafizah Omar Zaki, Nor Asiah Omar, Le Zhang
article en
2 citations

Abstract

Purpose Based on privacy calculus theory (PCT), this paper aims to investigate personalization-privacy paradox (PPP) in the context of intelligent voice assistant (IVA). Besides, the moderating role of emotional attachment on privacy calculus is also considered. Design/methodology/approach A total of 247 valid online questionnaires were gathered in China, and the results were analysed using partial least squares-structural equation modeling (PLS-SEM). Findings The results show that personalization increases consumers’ perceived benefit of information disclosure (PBID) and decreases their privacy concern. Emotional attachment negatively moderates the effect of privacy concern on perceived value of information disclosure (PVID). Originality/value With the consideration of moderating role of emotional attachment on privacy calculus, this paper is the limited investigation about PPP within the context of IVA. The results challenge the traditional view about PPP, as well as offer fresh insight into consumers’ privacy calculus process.

Asia Pacific Journal of Marketing and LogisticsVol. 37(11)
Taishan University (CN), National University of Malaysia (MY)
Openalex Percentile: Top 4%
Privacy, Security, and Data Protection
8.40
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.

The role of personalization and emotional attachment on privacy calculus: an empirical study of intelligent voice assistant — Sharizal Hashim, Hafizah Omar Zaki, et al. · Asia Pacific Journal of Marketing and Logistics (2025) | TGRS Research Map | TGRS