The impact of algorithm awareness on the acceptance of personalized social media content recommendation based on the technology acceptance model

Algorithm awareness enhances perceived utility but also intensifies skepticism, underscoring the need for transparent, user-controllable recommendation systems to sustain engagement while preserving trust. Altogether, these insights offer useful direction for making recommendation systems more transparent and better tuned to user needs.

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Institutions

Publication Details

Journal
Acta Psychologica
Published
2025-08-08
DOI
https://doi.org/10.1016/j.actpsy.2025.105383
Citations
8
Primary Topic
Impact of Technology on Adolescents
Type
article
Field-Weighted Citation Impact
33.61
Controls
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article

The impact of algorithm awareness on the acceptance of personalized social media content recommendation based on the technology acceptance model

Lin Liu, Yangkun Huang
8 citations
Acta Psychologica
Impact of Technology on Adolescents
33.61
article

The impact of algorithm awareness on the acceptance of personalized social media content recommendation based on the technology acceptance model

Lin Liu, Yangkun Huang
article en
8 citations

Abstract

Algorithm awareness enhances perceived utility but also intensifies skepticism, underscoring the need for transparent, user-controllable recommendation systems to sustain engagement while preserving trust. Altogether, these insights offer useful direction for making recommendation systems more transparent and better tuned to user needs.

Acta PsychologicaVol. 259
Wenzhou University (CN), Jingchu University of Technology (CN)
Quality Education
Openalex Percentile: Top 0%
Impact of Technology on Adolescents
33.61
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