Teaching postsecondary students about the ethics of artificial intelligence: A scoping review protocol
The field of AI carries inherent risks such as algorithmic biases, security vulnerabilities, and ethical concerns related to privacy and data protection. Despite these risks, AI holds significant promise for social good, with applications ranging from improved healthcare diagnostics to enhanced educ...
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| Published in | PloS one Vol. 20; no. 7; p. e0329020 |
|---|---|
| Main Authors | , , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
Public Library of Science
28.07.2025
Public Library of Science (PLoS) |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1932-6203 1932-6203 |
| DOI | 10.1371/journal.pone.0329020 |
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| Abstract | The field of AI carries inherent risks such as algorithmic biases, security vulnerabilities, and ethical concerns related to privacy and data protection. Despite these risks, AI holds significant promise for social good, with applications ranging from improved healthcare diagnostics to enhanced education strategies. Teaching AI ethics in postsecondary settings has emerged as one of the strategies to mitigate AI-related harms. The objectives of this review are to (1) synthesize existing research related to teaching postsecondary students about the principles and practice of ethics and AI, and (2) identify how educators are evaluating changes in student knowledge, skills, attitudes, and behaviors. This scoping review will follow the first five steps articulated by Arksey and O’Malley. A structured search strategy developed by an academic librarian incorporates three primary concept groups related to education, AI, and ethics. Database search strategies emphasize sensitivity rather than precision, given that a supervised machine learning tool will be used to assist in the identification of relevant abstracts. Searches will be conducted in the following academic databases: PubMed, Embase, Scopus, ERIC, LISTA, IEEE Xplore, APA PsycInfo, and ProQuest Dissertations and Theses. Results will include an up-to-date synthesis of the current state of AI ethics education in postsecondary curricula, evaluated teaching strategies, and potential outcomes associated with AI ethics education. Search results will be reported according to the PRISMA-ScR checklist. Data charting will focus on AI ethics pedagogy. This review will inform future research, policy development, and teaching practices, offering valuable insights for educators, policymakers, and researchers working towards responsible AI integration. Findings will contribute to enhanced understandings of the complexities of AI ethics education and have the potential to shape the ways trainees in multiple disciplines learn about the ethical dimensions of AI in practice. |
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| AbstractList | The field of AI carries inherent risks such as algorithmic biases, security vulnerabilities, and ethical concerns related to privacy and data protection. Despite these risks, AI holds significant promise for social good, with applications ranging from improved healthcare diagnostics to enhanced education strategies. Teaching AI ethics in postsecondary settings has emerged as one of the strategies to mitigate AI-related harms. The objectives of this review are to (1) synthesize existing research related to teaching postsecondary students about the principles and practice of ethics and AI, and (2) identify how educators are evaluating changes in student knowledge, skills, attitudes, and behaviors. This scoping review will follow the first five steps articulated by Arksey and O'Malley. A structured search strategy developed by an academic librarian incorporates three primary concept groups related to education, AI, and ethics. Database search strategies emphasize sensitivity rather than precision, given that a supervised machine learning tool will be used to assist in the identification of relevant abstracts. Searches will be conducted in the following academic databases: PubMed, Embase, Scopus, ERIC, LISTA, IEEE Xplore, APA PsycInfo, and ProQuest Dissertations and Theses. Results will include an up-to-date synthesis of the current state of AI ethics education in postsecondary curricula, evaluated teaching strategies, and potential outcomes associated with AI ethics education. Search results will be reported according to the PRISMA-ScR checklist. Data charting will focus on AI ethics pedagogy. This review will inform future research, policy development, and teaching practices, offering valuable insights for educators, policymakers, and researchers working towards responsible AI integration. Findings will contribute to enhanced understandings of the complexities of AI ethics education and have the potential to shape the ways trainees in multiple disciplines learn about the ethical dimensions of AI in practice. The field of AI carries inherent risks such as algorithmic biases, security vulnerabilities, and ethical concerns related to privacy and data protection. Despite these risks, AI holds significant promise for social good, with applications ranging from improved healthcare diagnostics to enhanced education strategies. Teaching AI ethics in postsecondary settings has emerged as one of the strategies to mitigate AI-related harms. The objectives of this review are to (1) synthesize existing research related to teaching postsecondary students about the principles and practice of ethics and AI, and (2) identify how educators are evaluating changes in student knowledge, skills, attitudes, and behaviors. This scoping review will follow the first five steps articulated by Arksey and O'Malley. A structured search strategy developed by an academic librarian incorporates three primary concept groups related to education, AI, and ethics. Database search strategies emphasize sensitivity rather than precision, given that a supervised machine learning tool will be used to assist in the identification of relevant abstracts. Searches will be conducted in the following academic databases: PubMed, Embase, Scopus, ERIC, LISTA, IEEE Xplore, APA PsycInfo, and ProQuest Dissertations and Theses. Results will include an up-to-date synthesis of the current state of AI ethics education in postsecondary curricula, evaluated teaching strategies, and potential outcomes associated with AI ethics education. Search results will be reported according to the PRISMA-ScR checklist. Data charting will focus on AI ethics pedagogy. This review will inform future research, policy development, and teaching practices, offering valuable insights for educators, policymakers, and researchers working towards responsible AI integration. Findings will contribute to enhanced understandings of the complexities of AI ethics education and have the potential to shape the ways trainees in multiple disciplines learn about the ethical dimensions of AI in practice.The field of AI carries inherent risks such as algorithmic biases, security vulnerabilities, and ethical concerns related to privacy and data protection. Despite these risks, AI holds significant promise for social good, with applications ranging from improved healthcare diagnostics to enhanced education strategies. Teaching AI ethics in postsecondary settings has emerged as one of the strategies to mitigate AI-related harms. The objectives of this review are to (1) synthesize existing research related to teaching postsecondary students about the principles and practice of ethics and AI, and (2) identify how educators are evaluating changes in student knowledge, skills, attitudes, and behaviors. This scoping review will follow the first five steps articulated by Arksey and O'Malley. A structured search strategy developed by an academic librarian incorporates three primary concept groups related to education, AI, and ethics. Database search strategies emphasize sensitivity rather than precision, given that a supervised machine learning tool will be used to assist in the identification of relevant abstracts. Searches will be conducted in the following academic databases: PubMed, Embase, Scopus, ERIC, LISTA, IEEE Xplore, APA PsycInfo, and ProQuest Dissertations and Theses. Results will include an up-to-date synthesis of the current state of AI ethics education in postsecondary curricula, evaluated teaching strategies, and potential outcomes associated with AI ethics education. Search results will be reported according to the PRISMA-ScR checklist. Data charting will focus on AI ethics pedagogy. This review will inform future research, policy development, and teaching practices, offering valuable insights for educators, policymakers, and researchers working towards responsible AI integration. Findings will contribute to enhanced understandings of the complexities of AI ethics education and have the potential to shape the ways trainees in multiple disciplines learn about the ethical dimensions of AI in practice. |
| Audience | Academic |
| Author | Swab, Michelle Hui, Marcus Bhattacharjee, Maushumi Ono, Sara Cormack, Gordon V. Pham, Ba Bagheri, Ebrahim Marshall, Zack Eltanahy, Tarik AlMousawi, Batool Hillis, Calvin Grossman, Maura R. |
| AuthorAffiliation | 2 Faculty of Law, McGill University, Montreal, Quebec, Canada 7 David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada 5 Toronto Health Economics and Technology Assessment Collaborative, University of Toronto, Toronto, Ontario, Canada 4 Department of Biology, Queens University, Kingston, Ontario, Canada 8 Faculty of Information, University of Toronto, Toronto, Ontario, Canada University of Saskatchewan, CANADA 3 Dalla Lana School of Public Health, University of Toronto, Ontario, Canada 6 Health Sciences Library, Memorial University, St. John’s, Newfoundland and Labrador, Canada 9 Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada 1 The Creative School, Toronto Metropolitan University, Toronto, Ontario, Canada 10 School of Social Work, McGill University, Montreal, Quebec, Canada |
| AuthorAffiliation_xml | – name: 3 Dalla Lana School of Public Health, University of Toronto, Ontario, Canada – name: 7 David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada – name: University of Saskatchewan, CANADA – name: 1 The Creative School, Toronto Metropolitan University, Toronto, Ontario, Canada – name: 9 Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada – name: 2 Faculty of Law, McGill University, Montreal, Quebec, Canada – name: 10 School of Social Work, McGill University, Montreal, Quebec, Canada – name: 4 Department of Biology, Queens University, Kingston, Ontario, Canada – name: 6 Health Sciences Library, Memorial University, St. John’s, Newfoundland and Labrador, Canada – name: 8 Faculty of Information, University of Toronto, Toronto, Ontario, Canada – name: 5 Toronto Health Economics and Technology Assessment Collaborative, University of Toronto, Toronto, Ontario, Canada |
| Author_xml | – sequence: 1 givenname: Calvin surname: Hillis fullname: Hillis, Calvin – sequence: 2 givenname: Maushumi orcidid: 0000-0003-1702-7640 surname: Bhattacharjee fullname: Bhattacharjee, Maushumi – sequence: 3 givenname: Batool surname: AlMousawi fullname: AlMousawi, Batool – sequence: 4 givenname: Tarik surname: Eltanahy fullname: Eltanahy, Tarik – sequence: 5 givenname: Sara surname: Ono fullname: Ono, Sara – sequence: 6 givenname: Marcus surname: Hui fullname: Hui, Marcus – sequence: 7 givenname: Ba’ surname: Pham fullname: Pham, Ba’ – sequence: 8 givenname: Michelle surname: Swab fullname: Swab, Michelle – sequence: 9 givenname: Gordon V. surname: Cormack fullname: Cormack, Gordon V. – sequence: 10 givenname: Maura R. surname: Grossman fullname: Grossman, Maura R. – sequence: 11 givenname: Ebrahim orcidid: 0000-0002-5148-6237 surname: Bagheri fullname: Bagheri, Ebrahim – sequence: 12 givenname: Zack orcidid: 0000-0003-2315-3512 surname: Marshall fullname: Marshall, Zack |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/40720419$$D View this record in MEDLINE/PubMed |
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| Title | Teaching postsecondary students about the ethics of artificial intelligence: A scoping review protocol |
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