Real-World AI Ethics Preparation: A Debate and Case-Study Platform

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Title: Real-World AI Ethics Preparation: A Debate and Case-Study Platform
Language: English
Authors: Nesma Bara
Source: Informatics in Education. 2025 24(4):737-760.
Availability: Vilnius University Institute of Mathematics and Informatics, Lithuanian Academy of Sciences. Akademjos str. 4, Vilnius LT 08663 Lithuania. Tel: +37-5-21-09300; Fax: +37-5-27-29209; e-mail: info@mii.vu.lt; Web site: https://infedu.vu.lt/journal/INFEDU
Peer Reviewed: Y
Page Count: 24
Publication Date: 2025
Document Type: Journal Articles
Reports - Research
Tests/Questionnaires
Education Level: Higher Education
Postsecondary Education
Descriptors: Foreign Countries, Undergraduate Students, Artificial Intelligence, Ethics, Thinking Skills, Intervention, Computer Science Education, Student Satisfaction, Career Readiness, Pretests Posttests
Geographic Terms: Algeria
ISSN: 1648-5831
2335-8971
Abstract: The rapid integration of Artificial Intelligence (AI) into society demands a new generation of professionals skilled in navigating its complex ethical dimensions. This design-based research study investigates the effectiveness of 'EthicsDebateAI,' a bespoke online platform developed to address this need. Implemented through a multi-session workshop with third-year computer science undergraduates in Algeria, the intervention uses a Structured Controversy debate framework and authentic case studies to cultivate critical ethical reasoning. The intervention's impact was assessed using a mixed-methods approach. A custom pre/post-assessment revealed a significant improvement in ethical reasoning (t(49) = 45.50, p < 0.001, d = 2.28), while high student satisfaction (M = 4.48) and perceived career preparedness (M = 4.44) were confirmed via survey data. Thematic analysis of student reflections further illuminated the development of nuanced analytical skills. Findings demonstrate that targeted, interactive interventions can effectively bridge the gap between theoretical knowledge and the practical ethical competencies required of future AI professionals.
Abstractor: As Provided
Entry Date: 2026
Accession Number: EJ1494368
Database: ERIC
FullText Links:
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  Data: Real-World AI Ethics Preparation: A Debate and Case-Study Platform
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  Data: Vilnius University Institute of Mathematics and Informatics, Lithuanian Academy of Sciences. Akademjos str. 4, Vilnius LT 08663 Lithuania. Tel: +37-5-21-09300; Fax: +37-5-27-29209; e-mail: info@mii.vu.lt; Web site: https://infedu.vu.lt/journal/INFEDU
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  Data: The rapid integration of Artificial Intelligence (AI) into society demands a new generation of professionals skilled in navigating its complex ethical dimensions. This design-based research study investigates the effectiveness of &#39;EthicsDebateAI,&#39; a bespoke online platform developed to address this need. Implemented through a multi-session workshop with third-year computer science undergraduates in Algeria, the intervention uses a Structured Controversy debate framework and authentic case studies to cultivate critical ethical reasoning. The intervention&#39;s impact was assessed using a mixed-methods approach. A custom pre/post-assessment revealed a significant improvement in ethical reasoning (t(49) = 45.50, p &lt; 0.001, d = 2.28), while high student satisfaction (M = 4.48) and perceived career preparedness (M = 4.44) were confirmed via survey data. Thematic analysis of student reflections further illuminated the development of nuanced analytical skills. Findings demonstrate that targeted, interactive interventions can effectively bridge the gap between theoretical knowledge and the practical ethical competencies required of future AI professionals.
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  Data: 2026
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  Data: EJ1494368
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RecordInfo BibRecord:
  BibEntity:
    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 24
        StartPage: 737
    Subjects:
      – SubjectFull: Foreign Countries
        Type: general
      – SubjectFull: Undergraduate Students
        Type: general
      – SubjectFull: Artificial Intelligence
        Type: general
      – SubjectFull: Ethics
        Type: general
      – SubjectFull: Thinking Skills
        Type: general
      – SubjectFull: Intervention
        Type: general
      – SubjectFull: Computer Science Education
        Type: general
      – SubjectFull: Student Satisfaction
        Type: general
      – SubjectFull: Career Readiness
        Type: general
      – SubjectFull: Pretests Posttests
        Type: general
      – SubjectFull: Algeria
        Type: general
    Titles:
      – TitleFull: Real-World AI Ethics Preparation: A Debate and Case-Study Platform
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            NameFull: Nesma Bara
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              Type: published
              Y: 2025
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