Artificial Intelligence in Mathematics Education of Students with Special Educational Needs
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| Title: | Artificial Intelligence in Mathematics Education of Students with Special Educational Needs |
|---|---|
| Language: | English |
| Authors: | Mary-Jane Lessing (ORCID |
| Source: | Problems of Education in the 21st Century. 2025 83(6):786-806. |
| Availability: | Scientia Socialis Ltd. 29 K. Donelaicio Street, LT-78115 Siauliai, Republic of Lithuania. e-mail: scientia@scientiasocialis.lt; e-mail: problemsofeducation@gmail.com; Web site: http://www.scientiasocialis.lt/pec/ |
| Peer Reviewed: | Y |
| Page Count: | 21 |
| Publication Date: | 2025 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Artificial Intelligence, Technology Uses in Education, Mathematics Education, Special Needs Students, Students with Disabilities, Learning Disabilities, Educational Benefits, Educational Games, Computer Mediated Communication, Individualized Instruction, Intelligent Tutoring Systems, Mathematics Achievement, Mathematics Instruction, Mathematics Anxiety, Instructional Effectiveness, Special Education |
| ISSN: | 1822-7864 2538-7111 |
| Abstract: | This study examined the role of artificial intelligence (AI) in supporting the mathematics education of students with special educational needs (SEN). Thirty peer-reviewed articles were analysed to examine (i) the types of AI technologies implemented in mathematics education, (ii) evidence on the effectiveness of AI interventions in improving learning, (iii) the benefits and limitations of AI in special education, (iv) comparisons of AI applications with traditional methods in terms of personalisation, engagement, and accessibility, and (v) applications of AI in supporting specific disabilities. The findings indicated that intelligent games, chatbots, personalised learning systems, and intelligent tutoring systems were the most frequently utilised AI-powered tools. All studies assessing effectiveness reported positive impacts on mathematical achievement, as well as benefits such as reduced mathematics anxiety, increased motivation, and enhanced independence among learners. Reported challenges included high costs, ethical concerns, teacher preparedness, and a digital divide limiting equitable access. Compared to traditional methods, AI offers more accurate diagnosis of learning difficulties, greater opportunities for personalised learning, and increased accessibility. AI showed promise in addressing specific disabilities such as dyscalculia and autism through adaptive and diagnostic tools. The review concluded that AI should be viewed as a complementary tool that extends teachers' capacity to individualise mathematics instruction for students with SEN. |
| Abstractor: | As Provided |
| Entry Date: | 2026 |
| Accession Number: | EJ1492366 |
| Database: | ERIC |
| FullText | Text: Availability: 0 CustomLinks: – Url: https://eric.ed.gov/contentdelivery/servlet/ERICServlet?accno=EJ1492366 Name: ERIC Full Text Category: fullText Text: Full Text from ERIC |
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| Header | DbId: eric DbLabel: ERIC An: EJ1492366 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Artificial Intelligence in Mathematics Education of Students with Special Educational Needs – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Mary-Jane+Lessing%22">Mary-Jane Lessing</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0002-2866-1885">0000-0002-2866-1885</externalLink>)<br /><searchLink fieldCode="AR" term="%22Ugorji+Iheanachor+Ogbonnaya%22">Ugorji Iheanachor Ogbonnaya</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0002-6243-5953">0000-0002-6243-5953</externalLink>) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22Problems+of+Education+in+the+21st+Century%22"><i>Problems of Education in the 21st Century</i></searchLink>. 2025 83(6):786-806. – Name: Avail Label: Availability Group: Avail Data: Scientia Socialis Ltd. 29 K. Donelaicio Street, LT-78115 Siauliai, Republic of Lithuania. e-mail: scientia@scientiasocialis.lt; e-mail: problemsofeducation@gmail.com; Web site: http://www.scientiasocialis.lt/pec/ – Name: PeerReviewed Label: Peer Reviewed Group: SrcInfo Data: Y – Name: Pages Label: Page Count Group: Src Data: 21 – Name: DatePubCY Label: Publication Date Group: Date Data: 2025 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Reports - Research – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Artificial+Intelligence%22">Artificial Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Uses+in+Education%22">Technology Uses in Education</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Education%22">Mathematics Education</searchLink><br /><searchLink fieldCode="DE" term="%22Special+Needs+Students%22">Special Needs Students</searchLink><br /><searchLink fieldCode="DE" term="%22Students+with+Disabilities%22">Students with Disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Learning+Disabilities%22">Learning Disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Educational+Benefits%22">Educational Benefits</searchLink><br /><searchLink fieldCode="DE" term="%22Educational+Games%22">Educational Games</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+Mediated+Communication%22">Computer Mediated Communication</searchLink><br /><searchLink fieldCode="DE" term="%22Individualized+Instruction%22">Individualized Instruction</searchLink><br /><searchLink fieldCode="DE" term="%22Intelligent+Tutoring+Systems%22">Intelligent Tutoring Systems</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Achievement%22">Mathematics Achievement</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Instruction%22">Mathematics Instruction</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematics+Anxiety%22">Mathematics Anxiety</searchLink><br /><searchLink fieldCode="DE" term="%22Instructional+Effectiveness%22">Instructional Effectiveness</searchLink><br /><searchLink fieldCode="DE" term="%22Special+Education%22">Special Education</searchLink> – Name: ISSN Label: ISSN Group: ISSN Data: 1822-7864<br />2538-7111 – Name: Abstract Label: Abstract Group: Ab Data: This study examined the role of artificial intelligence (AI) in supporting the mathematics education of students with special educational needs (SEN). Thirty peer-reviewed articles were analysed to examine (i) the types of AI technologies implemented in mathematics education, (ii) evidence on the effectiveness of AI interventions in improving learning, (iii) the benefits and limitations of AI in special education, (iv) comparisons of AI applications with traditional methods in terms of personalisation, engagement, and accessibility, and (v) applications of AI in supporting specific disabilities. The findings indicated that intelligent games, chatbots, personalised learning systems, and intelligent tutoring systems were the most frequently utilised AI-powered tools. All studies assessing effectiveness reported positive impacts on mathematical achievement, as well as benefits such as reduced mathematics anxiety, increased motivation, and enhanced independence among learners. Reported challenges included high costs, ethical concerns, teacher preparedness, and a digital divide limiting equitable access. Compared to traditional methods, AI offers more accurate diagnosis of learning difficulties, greater opportunities for personalised learning, and increased accessibility. AI showed promise in addressing specific disabilities such as dyscalculia and autism through adaptive and diagnostic tools. The review concluded that AI should be viewed as a complementary tool that extends teachers' capacity to individualise mathematics instruction for students with SEN. – Name: AbstractInfo Label: Abstractor Group: Ab Data: As Provided – Name: DateEntry Label: Entry Date Group: Date Data: 2026 – Name: AN Label: Accession Number Group: ID Data: EJ1492366 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=EJ1492366 |
| RecordInfo | BibRecord: BibEntity: Languages: – Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 786 Subjects: – SubjectFull: Artificial Intelligence Type: general – SubjectFull: Technology Uses in Education Type: general – SubjectFull: Mathematics Education Type: general – SubjectFull: Special Needs Students Type: general – SubjectFull: Students with Disabilities Type: general – SubjectFull: Learning Disabilities Type: general – SubjectFull: Educational Benefits Type: general – SubjectFull: Educational Games Type: general – SubjectFull: Computer Mediated Communication Type: general – SubjectFull: Individualized Instruction Type: general – SubjectFull: Intelligent Tutoring Systems Type: general – SubjectFull: Mathematics Achievement Type: general – SubjectFull: Mathematics Instruction Type: general – SubjectFull: Mathematics Anxiety Type: general – SubjectFull: Instructional Effectiveness Type: general – SubjectFull: Special Education Type: general Titles: – TitleFull: Artificial Intelligence in Mathematics Education of Students with Special Educational Needs Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mary-Jane Lessing – PersonEntity: Name: NameFull: Ugorji Iheanachor Ogbonnaya IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 1822-7864 – Type: issn-electronic Value: 2538-7111 Numbering: – Type: volume Value: 83 – Type: issue Value: 6 Titles: – TitleFull: Problems of Education in the 21st Century Type: main |
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