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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">INFEDU</journal-id>
      <journal-title-group>
        <journal-title>Informatics in Education</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2335-8971</issn>
      <issn pub-type="ppub">1648-5831</issn>
      <publisher>
        <publisher-name>VU</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">INFEDU.2025.29</article-id>
      <article-id pub-id-type="doi">10.15388/infedu.2025.29</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Ethical Thinking: Integration and Measurement in an AI Curriculum for Middle-High School Students</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Stump</surname>
            <given-names>Glenda S.</given-names>
          </name>
          <email xlink:href="mailto:gsstump1016@gmail.com">gsstump1016@gmail.com</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_000"/>
        </contrib>
        <aff id="j_INFEDU_aff_000">StumpWorks LLC, Melrose, Massachusetts, USA</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Kang</surname>
            <given-names>Shinyi</given-names>
          </name>
          <email xlink:href="mailto:s.kang@ikmz.uzh.ch">s.kang@ikmz.uzh.ch</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_001"/>
        </contrib>
        <aff id="j_INFEDU_aff_001">Department of Communication and Media Research, University of Zurich, Switzerland</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Masla</surname>
            <given-names>John</given-names>
          </name>
          <email xlink:href="mailto:j_masla@education.mit.edu">j_masla@education.mit.edu</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_002"/>
        </contrib>
        <aff id="j_INFEDU_aff_002">Scheller Teacher Education Program, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Bosch</surname>
            <given-names>Christina A.</given-names>
          </name>
          <email xlink:href="mailto:cabosch@education.mit.edu">cabosch@education.mit.edu</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_003"/>
        </contrib>
        <aff id="j_INFEDU_aff_003">Scheller Teacher Education Program, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Abelson</surname>
            <given-names>Hal</given-names>
          </name>
          <email xlink:href="mailto:hal@mit.edu">hal@mit.edu</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_004"/>
        </contrib>
        <aff id="j_INFEDU_aff_004">Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Klopfer</surname>
            <given-names>Eric</given-names>
          </name>
          <email xlink:href="mailto:klopfer@mit.edu">klopfer@mit.edu</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_005"/>
        </contrib>
        <aff id="j_INFEDU_aff_005">Department of Comparative Media Studies/Writing, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Breazeal</surname>
            <given-names>Cynthia</given-names>
          </name>
          <email xlink:href="mailto:cynthiab@media.mit.edu">cynthiab@media.mit.edu</email>
          <xref ref-type="aff" rid="j_INFEDU_aff_006"/>
        </contrib>
        <aff id="j_INFEDU_aff_006">Office of the Provost, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA</aff>
      </contrib-group>
      <volume>24</volume>
      <issue>4</issue>
      <fpage>815</fpage>
      <lpage>844</lpage>
      <pub-date pub-type="epub">
        <day>19</day>
        <month>12</month>
        <year>2025</year>
      </pub-date>
      <permissions>
        <copyright-year>2025</copyright-year>
        <copyright-holder>Vilnius University</copyright-holder>
        <license license-type="open-access">
          <license-p>Open access article under the CC BY license.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Ethical thinking and reasoning is considered a core component of artificial intelligence (AI) literacy. However, there is a lack of strategies and assessments to promote and measure students’ ethical thinking in AI, particularly in K-12 education. In this paper, we discuss how RAICA, a project-based AI literacy curriculum integrates ethics into its framework and instructional resources. We employ a mixed-methods convergent design to obtain different yet complementary data on ethical thinking as an outcome mediated by diverse RAICA materials. Data analysis revealed that teachers utilized a variety of instructional strategies to foster students’ ethical thinking and that students actively engaged in ethical thinking activities, resulting in a developing understanding of stakeholders and potential benefits/harms of AI. Our work makes a key contribution to AI education by providing empirical evidence to support mechanisms for integration and assessment of ethical thinking within AI literacy curricula.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>ethical thinking</kwd>
        <kwd>AI curriculum</kwd>
        <kwd>responsible design</kwd>
        <kwd>middle school</kwd>
        <kwd>high school</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
