Descriptive Statistics and Exploratory Orientation Profile Analysis of Student Perceptions of Artificial Intelligence Ethics and Governance

DOI

This dataset contains the descriptive statistical analyses and exploratory orientation profile analyses derived from a cross-sectional survey of 69 university students examining perceptions of artificial intelligence (AI), AI ethics, autonomy, trust, transparency, fairness, governance, societal impacts, and AI ethics education.

The dataset summarizes response distributions for all closed-ended survey items and presents exploratory analyses, including correlation analyses of AI ethics learning sources, descriptive subgroup profiles, and comparative orientation profiles related to trust in AI, transparency, regulation, privacy, and decision-making. Profile analyses compare students with differing perspectives on AI objectivity, human oversight, data collection, and high-stakes AI decision-making to contextualize qualitative findings.

The analyses were conducted for exploratory and descriptive purposes only and are not intended for hypothesis testing or statistical generalization. The dataset serves as supplementary material supporting the interpretation of the qualitative findings reported in the associated study on students' AI literacy and ethical coexistence with artificial intelligence (NECoAI).

Identifier
DOI https://doi.org/10.25592/uhhfdm.18809
Related Identifier IsPartOf https://doi.org/10.25592/uhhfdm.18808
Metadata Access https://www.fdr.uni-hamburg.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:fdr.uni-hamburg.de:18809
Provenance
Creator Tas, Eylem ORCID logo
Publisher Universität Hamburg
Publication Year 2026
Rights Creative Commons Attribution 4.0 International; Open Access; https://creativecommons.org/licenses/by/4.0/legalcode; info:eu-repo/semantics/openAccess
OpenAccess true
Representation
Language English
Resource Type Dataset
Version V1
Discipline Other