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

被引:2
|
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] Higher education provision for students with disabilities in Cyprus
    Kika Hadjikakou
    Dimitra Hartas
    Higher Education, 2008, 55 : 103 - 119
  • [32] Higher education provision for students with disabilities in Cyprus
    Hadjikakou, Kika
    Hartas, Dimitra
    HIGHER EDUCATION, 2008, 55 (01) : 103 - 119
  • [33] Participation in higher education: Voices of students with disabilities
    Majoko, Tawanda
    COGENT EDUCATION, 2018, 5 (01): : 1 - 17
  • [34] HIGHER EDUCATION PROVISION FOR STUDENTS WITH DISABILITIES IN CYPRUS
    Hadjikakou, Kika
    Hartas, Dimitra
    INTERNATIONAL JOURNAL OF SPECIAL EDUCATION, 2009, 24 (02) : 55 - 65
  • [35] OPPORTUNITIES IN HIGHER EDUCATION FOR STUDENTS WITH INTELLECTUAL DISABILITIES
    Plaute, W.
    JOURNAL OF INTELLECTUAL DISABILITY RESEARCH, 2024, 68 (07) : 794 - 794
  • [36] Inclusion of students with disabilities in the European Higher Education Area (EHEA): a systematic review
    Solis-Garcia, P.
    Barreiro-Collazo, A.
    Rodriguez-Correa, M.
    Delgado-Rico, E.
    Real-Castelao, S.
    COGENT EDUCATION, 2025, 12 (01):
  • [37] Technological Tools and Inclusive Pedagogy for Students with Disabilities in Higher Education: A Systematic Review
    Rueda, Ruth Zarate
    Peralta, Juan Camilo Lesmes
    Villamizar, Yolima Ivonne Beltran
    RIE-REVISTA DE INVESTIGACION EDUCATIVA, 2025, 43
  • [38] Assistive Technology Classification for Students With Disabilities in Higher Education: A Systematic Literature Review
    Putri, Nuril Kusumawardani Soeprapto
    Yuhana, Umi Laili
    Siahaan, Daniel Oranova
    Rahayu, Wenny
    Pardede, Eric
    IEEE ACCESS, 2025, 13 : 28135 - 28149
  • [39] Navigating Higher Education Challenges: A Review of Strategies among Students with Disabilities in Indonesia
    Rahajeng, Unita Werdi
    Hendriani, Wiwin
    Paramita, Pramesti Pradna
    DISABILITIES, 2024, 4 (03): : 678 - 695
  • [40] Intellectual disabilities teaching for medical students: a scoping review
    Towson, Georgia
    Daley, Stephanie
    Banerjee, Sube
    BMC MEDICAL EDUCATION, 2023, 23 (01)