On the role of personality in attitudes toward AI: Do AI’s freedom of choice and social proof matter?

Abstract Personal factors have been examined in recent literature for their impact on attitudes toward AI, often treating AI as a single, uniform concept and using samples from one cultural group. To address this, we differentiate between two modalities of AI operation: freedom of choice, referring to users’ ability or inability to choose alternatives to AI, and social proof, reflecting whether AI has been widely used and accepted by others. We also include samples from two distinct populations, Arab and UK. This study investigates the influence of the Big Five personality traits, Need for Cognition (NFC), and Locus of Control (LOC) on attitudes toward AI across four combinations of these modalities. A total of 639 participants (316 UK, 323 Arab) completed a survey containing scenarios, validated scales and bespoke, face-validated questions. Using hierarchical multivariate multiple regression (MMR), we analyzed how these personal factors predict two key dimensions of AI attitudes: acceptance (perceived personal and social benefits) and fear (ethical concerns and risks). Agreeableness consistently predicted more favorable attitudes across both cultures, while neuroticism was linked to greater fear. Internal LOC and higher NFC were associated with greater acceptance, highlighting the role of perceived control and cognitive engagement. Cultural differences emerged, with conscientiousness being more influential in the Arab sample and openness in the UK. Overall, personality traits had a weaker impact than expected, aligning with previous research treating AI as a single concept. The modality of operation showed limited effect. This study adds to AI acceptance literature by emphasizing psychological and cultural variability in public attitudes.

Authors

Institutions

Publication Details

Journal
World Wide Web
Published
2025-10-21
DOI
https://doi.org/10.1007/s11280-025-01372-w
Citations
2
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
4.73

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On the role of personality in attitudes toward AI: Do AI’s freedom of choice and social proof matter?

Mohammad Mominur Rahman, Sameha Ahmed Ali Alshakhsi, Ala Yankouskaya, Areej Babiker et al.
2 citations
World Wide Web
Ethics and Social Impacts of AI
4.73
article

On the role of personality in attitudes toward AI: Do AI’s freedom of choice and social proof matter?

Mohammad Mominur Rahman, Sameha Ahmed Ali Alshakhsi, Ala Yankouskaya, Areej Babiker, Raian Ali
article en
2 citations

Abstract

Abstract Personal factors have been examined in recent literature for their impact on attitudes toward AI, often treating AI as a single, uniform concept and using samples from one cultural group. To address this, we differentiate between two modalities of AI operation: freedom of choice, referring to users’ ability or inability to choose alternatives to AI, and social proof, reflecting whether AI has been widely used and accepted by others. We also include samples from two distinct populations, Arab and UK. This study investigates the influence of the Big Five personality traits, Need for Cognition (NFC), and Locus of Control (LOC) on attitudes toward AI across four combinations of these modalities. A total of 639 participants (316 UK, 323 Arab) completed a survey containing scenarios, validated scales and bespoke, face-validated questions. Using hierarchical multivariate multiple regression (MMR), we analyzed how these personal factors predict two key dimensions of AI attitudes: acceptance (perceived personal and social benefits) and fear (ethical concerns and risks). Agreeableness consistently predicted more favorable attitudes across both cultures, while neuroticism was linked to greater fear. Internal LOC and higher NFC were associated with greater acceptance, highlighting the role of perceived control and cognitive engagement. Cultural differences emerged, with conscientiousness being more influential in the Arab sample and openness in the UK. Overall, personality traits had a weaker impact than expected, aligning with previous research treating AI as a single concept. The modality of operation showed limited effect. This study adds to AI acceptance literature by emphasizing psychological and cultural variability in public attitudes.

World Wide WebVol. 28(6)
Hamad bin Khalifa University (QA), Bournemouth University (GB)
Qatar Foundation, Fonds National de la Recherche Luxembourg, Qatar National Research Fund, Qatar National Library
Openalex Percentile: Top 5%
Ethics and Social Impacts of AI
4.73
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.