Could the Use of AI in Higher Education Hinder Students With Disabilities? A Scoping Review

被引:0
|
作者
Pierres, Oriane [1 ,2 ]
Christen, Markus [2 ]
Schmitt-Koopmann, Felix M. [1 ]
Darvishy, Alireza [1 ]
机构
[1] Zurich Univ Appl Sci Sch Engn, Inst Comp Sci, CH-8400 Winterthur, Switzerland
[2] Univ Zurich, Inst Biomed Ethics & Hist Med IBME, CH-8006 Zurich, Switzerland
关键词
Artificial intelligence; disabilities; higher education; educational technologies (EdTech); ethics; risk assessment; DECISION-MAKING; NEURAL-NETWORKS; CHALLENGES;
D O I
10.1109/ACCESS.2024.3365368
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Literature reviews on artificial intelligence (AI) have focused on the different applications of AI in higher education, the AI techniques used, and the benefits/risks of the use of AI. One of the greatest potentials of AI is to personalize higher education to the needs of students and offer timely feedback. This could benefit students with disabilities tremendously if their needs are also considered in the development of new AI educational technologies (EdTech). However, current reviews have failed to address the perspective of students with disabilities, which prompts ethical concerns. For instance, AI could treat people with disabilities as outliers in the data and end up discriminating against them. For that reason, this systematic literature review raises the following two questions: To what extent are ethical concerns considered in articles presenting AI applications assessing students (with disabilities) in higher education? What are the potential risks of using AI that assess students with disabilities in higher education? This scoping review highlights the lack of ethical reflection on AI technologies and an absence of discussion and inclusion of people with disabilities. Moreover, it identifies eight risks associated with the use of AI EdTech for students with disabilities. The review concludes with suggestions on how to mitigate these potential risks. Specifically, it advocates for increased attention to ethics within the field, the involvement of people with disabilities in research and development, as well as careful adoption of AI EdTech in higher education.
引用
收藏
页码:27810 / 27828
页数:19
相关论文
共 50 条
  • [31] Participation in higher education: Voices of students with disabilities
    Majoko, Tawanda
    [J]. COGENT EDUCATION, 2018, 5 (01): : 1 - 17
  • [32] HIGHER EDUCATION PROVISION FOR STUDENTS WITH DISABILITIES IN CYPRUS
    Hadjikakou, Kika
    Hartas, Dimitra
    [J]. INTERNATIONAL JOURNAL OF SPECIAL EDUCATION, 2009, 24 (02) : 55 - 65
  • [33] Navigating Higher Education Challenges: A Review of Strategies among Students with Disabilities in Indonesia
    Rahajeng, Unita Werdi
    Hendriani, Wiwin
    Paramita, Pramesti Pradna
    [J]. DISABILITIES, 2024, 4 (03): : 678 - 695
  • [34] Intellectual disabilities teaching for medical students: a scoping review
    Towson, Georgia
    Daley, Stephanie
    Banerjee, Sube
    [J]. BMC MEDICAL EDUCATION, 2023, 23 (01)
  • [35] Intellectual disabilities teaching for medical students: a scoping review
    Georgia Towson
    Stephanie Daley
    Sube Banerjee
    [J]. BMC Medical Education, 23
  • [36] Career Development of College Students With Disabilities: A Scoping Review
    Liu, Yangyang
    Chiu, Yung-Chen Jen
    Guennouni, Nadia
    Conyers, Liza M.
    [J]. JOURNAL OF CAREER DEVELOPMENT, 2024, 51 (02) : 254 - 298
  • [37] Supporting Students with Invisible Disabilities: A Scoping Review of Postsecondary Education for Students with Mental Illness or an Acquired Brain Injury
    Venville, Annie
    Mealings, Margaret
    Ennals, Priscilla
    Oates, Jennifer
    Fossey, Ellie
    Douglas, Jacinta
    Bigby, Christine
    [J]. INTERNATIONAL JOURNAL OF DISABILITY DEVELOPMENT AND EDUCATION, 2016, 63 (06) : 571 - 592
  • [38] Belonging to higher education: inclusive education for students with intellectual disabilities
    Bjornsdottir, Kristin
    [J]. EUROPEAN JOURNAL OF SPECIAL NEEDS EDUCATION, 2017, 32 (01) : 125 - 136
  • [39] The role of counseling for non-traditional students in formal higher education: a scoping review
    Stamou, Panagiota
    Tsoli, Konstantina
    Babalis, Thomas
    [J]. FRONTIERS IN EDUCATION, 2024, 9
  • [40] Measurement of higher education students' and teachers' experiences in learning management systems: a scoping review
    Simon, Patricia
    Jiang, Juming
    Fryer, Luke K.
    [J]. ASSESSMENT & EVALUATION IN HIGHER EDUCATION, 2024, 49 (04) : 441 - 452