Artificial Intelligence across Europe: A Study on Awareness, Attitude and Trust
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Abstract (arXiv)
This paper presents the results of an extensive study investigating the opinions on Artificial Intelligence (AI) of a sample of 4,006 European citizens from eight distinct countries (France, Germany, Italy, Netherlands, Poland, Romania, Spain, and Sweden). The aim of the study is to gain a better understanding of people's views and perceptions within the European context, which is already marked by important policy actions and regulatory processes. To survey the perceptions of the citizens of Europe we design and validate a new questionnaire (PAICE) structured around three dimensions: people's awareness, attitude, and trust. We observe that while awareness is characterized by a low level of self-assessed competency, the attitude toward AI is very positive for more than half of the population. Reflecting upon the collected results, we highlight implicit contradictions and identify trends that may interfere with the creation of an ecosystem of trust and the development of inclusive AI policies. The introduction of rules that ensure legal and ethical standards, along with the activity of high-level educational entities, and the promotion of AI literacy are identified as key factors in supporting a trustworthy AI ecosystem. We make some recommendations for AI governance focused on the European context and conclude with suggestions for future work.
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). Builds on 8 of its 85 references that are in the map. First posted on arXiv 19 Aug 2023.
Builds on
8 of 85 references.
References · 8
- 2020Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AIcited by 167
- 2019The Ethics of AI Ethics -- An Evaluation of Guidelinescited by 129
- 2022How Different Groups Prioritize Ethical Values for Responsible AIcited by 49
- 2016Long-Term Trends in the Public Perception of Artificial Intelligencecited by 22
- 2019Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countriescited by 20
- 2019U.S. Public Opinion on the Governance of Artificial Intelligencecited by 11
- 2021AI-Ethics by Design. Evaluating Public Perception on the Importance of Ethical Design Principles of AIcited by 6
- 2019On Social Machines for Algorithmic Regulationcited by 2
Built on by
Citing papers per year: 2023: 1; 2024: 0; 2025: 5; 2026: 3.
9 papers.
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- 2025Enabling Group Fairness in Graph Unlearning via Bi-level Debiasingcited by 3
- 2025The Hall of AI Fears and Hopes: Comparing the Views of AI Influencers and those of Members of the U.S. Public Through an Interactive Platformcited by 2
- 2025Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Contextcited by 2
- 2025Tailored Behavior-Change Messaging for Physical Activity: Integrating Contextual Bandits and Large Language Modelscited by 1
- 2026AI Literacy, Safety Awareness, and STEM Career Aspirations of Australian Secondary Students: Evaluating the Impact of Workshop Interventionscited by 1
- 2023Key Factors Affecting European Reactions to AI in European Full and Flawed Democraciescited by 0
- 2026Heterogeneous Ordinal Structure Learning with Bayesian Nonparametric Complexity Discoverycited by 0
- 2026Puzzled By ChatGPT? No more! A Jigsaw Puzzle to Promote AI Literacy and Awarenesscited by 0
- 2026Puzzled By ChatGPT? No more! A Jigsaw Puzzle to Promote AI Literacy and Awareness19 May 2026
- 2026Heterogeneous Ordinal Structure Learning with Bayesian Nonparametric Complexity Discovery5 May 2026
- 2026AI Literacy, Safety Awareness, and STEM Career Aspirations of Australian Secondary Students: Evaluating the Impact of Workshop Interventions30 Jan 2026
- 2025Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context3 Dec 2025
- 2025Tailored Behavior-Change Messaging for Physical Activity: Integrating Contextual Bandits and Large Language Models8 Jun 2025
- 2025The AI Gap: How Socioeconomic Status Affects Language Technology Interactions17 May 2025
- 2025Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing14 May 2025
- 2025The Hall of AI Fears and Hopes: Comparing the Views of AI Influencers and those of Members of the U.S. Public Through an Interactive Platform8 Apr 2025
- 2023Key Factors Affecting European Reactions to AI in European Full and Flawed Democracies4 Oct 2023