IEPs in the Age of AI: Examining IEP Goals Written with and without ChatGPT
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| Title: | IEPs in the Age of AI: Examining IEP Goals Written with and without ChatGPT |
|---|---|
| Language: | English |
| Authors: | Danielle A. Waterfield (ORCID |
| Source: | Journal of Special Education Technology. 2026 41(1):57-71. |
| Availability: | SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com |
| Peer Reviewed: | Y |
| Page Count: | 15 |
| Publication Date: | 2026 |
| Sponsoring Agency: | Office of Special Education Programs (OSEP) (ED/OSERS) |
| Contract Number: | H325D210027 |
| Document Type: | Journal Articles Reports - Research |
| Education Level: | Elementary Secondary Education |
| Descriptors: | Individualized Education Programs, Students with Disabilities, Special Education, Educational Objectives, Special Education Teachers, Teacher Attitudes, Artificial Intelligence, Technology Uses in Education, Faculty Workload, Elementary Secondary Education |
| DOI: | 10.1177/01626434251324592 |
| ISSN: | 0162-6434 2381-3121 |
| Abstract: | Individualized Education Programs (IEPs) are a core element of special education in the United States. Within IEPs, IEP goals drive the implementation of IEPs and guide measurement of progress for students with disabilities. Yet research indicates that many IEP goals lack sufficient detail, indicating overall low-quality goals. Additionally, special education teachers can feel unsupported in their jobs and struggle with managing their workloads. This convergent mixed methods study explores the integration of artificial intelligence (AI) in special education to address these issues. Specifically, we explored how experienced teachers perceive AI's role in their practice and compared the quality of AI-generated IEP goals to those written by special education teachers. Quantitative findings show no statistically significant difference (p = 0.67) in quality ratings of IEP goals written only by teachers versus AI-generated goals. Qualitative findings depict overall positive perceptions on using AI to facilitate workload. Implications and opportunities for future research and the field centering on continued exploration and training of using generative AI to assist special education teachers are discussed. |
| Abstractor: | As Provided |
| Entry Date: | 2026 |
| Accession Number: | EJ1496954 |
| Database: | ERIC |
| FullText | Text: Availability: 0 |
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| Header | DbId: eric DbLabel: ERIC An: EJ1496954 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: IEPs in the Age of AI: Examining IEP Goals Written with and without ChatGPT – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Danielle+A%2E+Waterfield%22">Danielle A. Waterfield</searchLink> (ORCID <externalLink term="https://orcid.org/0009-0008-1677-3135">0009-0008-1677-3135</externalLink>)<br /><searchLink fieldCode="AR" term="%22Olivia+F%2E+Coleman%22">Olivia F. Coleman</searchLink><br /><searchLink fieldCode="AR" term="%22Nathan+P%2E+Welker%22">Nathan P. Welker</searchLink> (ORCID <externalLink term="https://orcid.org/0009-0001-9387-9565">0009-0001-9387-9565</externalLink>)<br /><searchLink fieldCode="AR" term="%22Michael+J%2E+Kennedy%22">Michael J. Kennedy</searchLink><br /><searchLink fieldCode="AR" term="%22Sean+D%2E+McDonald%22">Sean D. McDonald</searchLink><br /><searchLink fieldCode="AR" term="%22Bryan+G%2E+Cook%22">Bryan G. Cook</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22Journal+of+Special+Education+Technology%22"><i>Journal of Special Education Technology</i></searchLink>. 2026 41(1):57-71. – Name: Avail Label: Availability Group: Avail Data: SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com – Name: PeerReviewed Label: Peer Reviewed Group: SrcInfo Data: Y – Name: Pages Label: Page Count Group: Src Data: 15 – Name: DatePubCY Label: Publication Date Group: Date Data: 2026 – Name: SourceSuprt Label: Sponsoring Agency Group: SrcSuprt Data: Office of Special Education Programs (OSEP) (ED/OSERS) – Name: NumberContract Label: Contract Number Group: NumCntrct Data: H325D210027 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Reports - Research – Name: Audience Label: Education Level Group: Audnce Data: <searchLink fieldCode="EL" term="%22Elementary+Secondary+Education%22">Elementary Secondary Education</searchLink> – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Individualized+Education+Programs%22">Individualized Education Programs</searchLink><br /><searchLink fieldCode="DE" term="%22Students+with+Disabilities%22">Students with Disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Special+Education%22">Special Education</searchLink><br /><searchLink fieldCode="DE" term="%22Educational+Objectives%22">Educational Objectives</searchLink><br /><searchLink fieldCode="DE" term="%22Special+Education+Teachers%22">Special Education Teachers</searchLink><br /><searchLink fieldCode="DE" term="%22Teacher+Attitudes%22">Teacher Attitudes</searchLink><br /><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="%22Faculty+Workload%22">Faculty Workload</searchLink><br /><searchLink fieldCode="DE" term="%22Elementary+Secondary+Education%22">Elementary Secondary Education</searchLink> – Name: DOI Label: DOI Group: ID Data: 10.1177/01626434251324592 – Name: ISSN Label: ISSN Group: ISSN Data: 0162-6434<br />2381-3121 – Name: Abstract Label: Abstract Group: Ab Data: Individualized Education Programs (IEPs) are a core element of special education in the United States. Within IEPs, IEP goals drive the implementation of IEPs and guide measurement of progress for students with disabilities. Yet research indicates that many IEP goals lack sufficient detail, indicating overall low-quality goals. Additionally, special education teachers can feel unsupported in their jobs and struggle with managing their workloads. This convergent mixed methods study explores the integration of artificial intelligence (AI) in special education to address these issues. Specifically, we explored how experienced teachers perceive AI's role in their practice and compared the quality of AI-generated IEP goals to those written by special education teachers. Quantitative findings show no statistically significant difference (p = 0.67) in quality ratings of IEP goals written only by teachers versus AI-generated goals. Qualitative findings depict overall positive perceptions on using AI to facilitate workload. Implications and opportunities for future research and the field centering on continued exploration and training of using generative AI to assist special education teachers are discussed. – 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: EJ1496954 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=EJ1496954 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/01626434251324592 Languages: – Text: English PhysicalDescription: Pagination: PageCount: 15 StartPage: 57 Subjects: – SubjectFull: Individualized Education Programs Type: general – SubjectFull: Students with Disabilities Type: general – SubjectFull: Special Education Type: general – SubjectFull: Educational Objectives Type: general – SubjectFull: Special Education Teachers Type: general – SubjectFull: Teacher Attitudes Type: general – SubjectFull: Artificial Intelligence Type: general – SubjectFull: Technology Uses in Education Type: general – SubjectFull: Faculty Workload Type: general – SubjectFull: Elementary Secondary Education Type: general Titles: – TitleFull: IEPs in the Age of AI: Examining IEP Goals Written with and without ChatGPT Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Danielle A. Waterfield – PersonEntity: Name: NameFull: Olivia F. Coleman – PersonEntity: Name: NameFull: Nathan P. Welker – PersonEntity: Name: NameFull: Michael J. Kennedy – PersonEntity: Name: NameFull: Sean D. McDonald – PersonEntity: Name: NameFull: Bryan G. Cook IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 0162-6434 – Type: issn-electronic Value: 2381-3121 Numbering: – Type: volume Value: 41 – Type: issue Value: 1 Titles: – TitleFull: Journal of Special Education Technology Type: main |
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