Improving Lesson Planning for Teachers with ADHD: A Study of Artificial Intelligence's Influence on Time Management and Inclusivity
Authors/Creators
Description
Educators with Attention-Deficit/Hyperactivity Disorder (ADHD), who are simultaneously balancing
caregiving responsibilities, frequently encounter challenges with time management, planning and
staying organized. This qualitative self-study considers how the incorporation of artificial intelligence
applications like Magic School AI into lesson planning, can be support and alleviate these burdens to
create an effective and inclusive classroom environment for both students and teachers. This research
is outlined by the Technological Pedagogical Content Knowledge (TPACK) model and Universal
Design for Learning (UDL) principles and shaped with the researcher’s personal experience. Magic
School AI is an application that acts as an education assistant, prompt inputs for instruction are used
to create assessments, classroom resources directly aligned to the curriculum standards and
differentiated lesson plans. Findings are suggested from data collected from a peer interview, several
classroom observations across year groups and reflective journaling over a 10-week period. The
results suggest that Magic School AI, reduces administrative burdens, enhances time management,
and supports inclusive pedagogies. However, several ethical limitations were observed, the risk of
overreliance on artificial intelligence as well as the generation of content that may be illegitimate,
irrelevant, misaligned and culturally insensitive. Additionally, the researcher contributed to the
implementing and development of a school-wide AI policy. The researcher took part in the Middle
States Responsible AI Leaders (RAIL) endorsement, relating understandings from the study in
practice. These findings highlight the need for further study into how AI tools can effectively support
neurodiverse educators within the inclusive educational system. This study highlights the potential and
risks of integrating AI applications to support neurodiverse educators, pointing out the importance of
considerate implementation and ongoing research in inclusive educational practices.
Files
21206811_RPB183_Final_van_Heerden_1_ (2).pdf
Additional details
Identifiers
- Other
- none
Related works
- Documents
- Publication: no prior works (Other)
Dates
- Submitted
-
2025-10-01
References
- Almalki, A. & Alharbi, D. (2021) 'AI in supporting teachers with special needs: A review', Journal of Educational Technology Systems, 50(1), pp. 5–20. DOI: 10.1177/00472395211012345. (Accessed: 15 January 2025) Angelone, L. & Burton, B. (2024) 'MagicSchool: An exploration of the use of generative AI by Southwest Ohio teachers', Ohio Journal of Teacher Education, 39(1), Article 4. Available at: https://www.exhibit.xavier.edu/ojte/vol39/iss1/4 (Accessed: 21 March 2025) Barkley, R.A. (2015) Attention-Deficit Hyperactivity Disorder: A Handbook for Diagnosis and Treatment. 4th ed. New York: Guilford Press. (Accessed: 18 April 2025) Bradarić, D., Kosmyna, N., Petrov, O., Kaplun, R. & Maes, P. (2025) 'NeuroChat: A neuroadaptive AI chatbot for customizing learning experiences', arXiv preprint. Available at: https://arxiv.org/abs/2503.07599 (Accessed: 5 February 2025) CAST (2018) Universal Design for Learning Guidelines Version 2.2. Available at: https://udlguidelines.cast.org (Accessed: 29 January 2025) Chai, C.S., Koh, J.H.L., & Tsai, C.C. (2013) 'A review of technological pedagogical content knowledge', Educational Technology & Society, 16(2), pp. 31–51. Available at: https://www.jstor.org/stable/jeductechsoci.16.2.31 (Accessed: 4 January 2025) Chalkiadakis, A., Cederlund, K., Sotiriou, S.A., Fassouliotis, D. & Tsinakos, A.A. (2024) 'Impact of Artificial Intelligence and Virtual Reality on Educational Inclusion', Education Sciences, 14(11), Article 1223. DOI: 10.3390/educsci14111223. (Accessed: 4 April 2025) Choi, S. (2024) 'Supporting UDL with generative AI in inclusive classrooms', International Journal of Inclusive Education, 28(2), pp. 134–150. DOI: 10.1080/13603116.2024.1001234. (Accessed: 11 April 2025) Creswell, J.W. & Poth, C.N. (2018) Qualitative Inquiry and Research Design: Choosing Among Five Approaches. 4th ed. Thousand Oaks, CA: SAGE Publications. (Accessed: 3 February 2025) 41 DuPaul, G.J. & Weyandt, L.L. (2006) 'School-based intervention for children with attention deficit hyperactivity disorder', International Journal of Disability, Development and Education, 53(2), pp. 161– 176. DOI: 10.1080/10349120600716141. (Accessed: 14 January 2025) European Commission (2024) Digital Education Action Plan 2021–2027. Available at: https://education.ec.europa.eu/document/digital-education-action-plan-2021-2027 (Accessed: 13 March 2025) Feng, B., Chai, C.S., Wong, L.H. & King, R.B. (2021) 'The role of artificial intelligence in enhancing teachers' well-being and effectiveness', International Journal of Educational Research, 108, Article 101703. DOI: 10.1016/j.ijer.2021.101703. (Accessed: 26 May 2025) Flavian, H. (2016) 'Teachers with attention deficit hyperactivity disorder and promotion of inclusion', Frontiers in Education, 1, pp. 1–8. DOI: 10.3389/feduc.2016.00001. (Accessed: 12 January 2025) Hamilton, M.L. & Pinnegar, S. (1998) 'Conclusion: The value and the promise of self-study', in Hamilton, M.L. (ed.) Reconceptualizing Teaching Practice: Self-Study in Teacher Education. London: Falmer Press, pp. 235–246. (Accessed: 1 June 2025) Holmes, W., Bialik, M. & Fadel, C. (2019) Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. Boston: Center for Curriculum Redesign. Available at: https://curriculumredesign.org/wp-content/uploads/AI-in-Education-Promises-and-Implications.pdf (Accessed: 24 February 2025) Hotte-Meunier, A. et al. (2024) 'Strengths and challenges to embrace attention-deficit/hyperactivity disorder in employment', SAGE Open, 14(1), Article 27546330241287655. DOI: 10.1177/27546330241287655. (Accessed: 22 March 2025) Khan, D.A.A., Tabassum, M.A. & Umar, Z. (2024) 'Effect of Magic School AI Tool on Elementary Students' Academic Achievement', Al Khadim Research Journal of Islamic Culture and Civilization, 5(4), pp. 13–28. Available at: https://www.arjicc.com/index.php/arjicc/article/view/366 (Accessed: 4 June 2025) Koh, J.H.L., Chai, C.S. & Wong, B.C. (2022) 'Integrating AI in TPACK', Educational Technology Research and Development, 70(3), pp. 759–779. DOI: 10.1007/s11423-022-10080-0. (Accessed: 4 January 2025) 42 Kumar, V., Singh, R., Patel, P. & Sharma, M. (2021) 'Artificial intelligence in education: Opportunities and challenges for teachers', Computers & Education, 169, Article 104211. DOI: 10.1016/j.compedu.2021.104211. (Accessed: 29 March 2025) LaBoskey, V.K. (2004) 'The methodology of self-study and its theoretical underpinnings', in Loughran, J.J. et al. (eds.) International Handbook of Self-Study of Teaching and Teacher Education Practices. Dordrecht: Springer, pp. 817–869. (Accessed: 28 January 2025) Luckin, R., Holmes, W., Griffiths, M. & Forcier, L.B. (2016) Intelligence Unleashed: An Argument for AI in Education. London: Pearson. Available at: https://www.pearson.com/content/dam/one-dot- com/global/Files/about-pearson/innovation/open-ideas/Intelligence-Unleashed-Publication.pdf (Accessed: 6 March 2025) MagicSchool AI. (n.d.-a) West Vancouver Schools: Driving Innovation with AI Tools. Available at: https://www.magicschool.ai/case-studies/west-vancouver-schools (Accessed: 18 June 2025) MagicSchool AI. (n.d.-b) Rockford Public Schools: Empowering Educators and Students Through AI. Available at: https://www.magicschool.ai/case-studies/rockford-public-schools (Accessed: 18 June 2025) Mishra, P. & Koehler, M.J. (2006) 'Technological pedagogical content knowledge', Teachers College Record, 108(6), pp. 1017–1054. DOI: 10.1111/j.1467-9620.2006.00684.x. (Accessed: 21 March 2025) OECD (2023) Opportunities, Guidelines and Guardrails for Effective and Equitable Use of AI in Education. Paris: OECD. Available at: https://www.oecd.org/publications/oecd-digital-education- outlook-2023_c74f03de-en.htm (Accessed: 13 March 2025) Rose, D.H. & Meyer, A. (2002) Teaching Every Student in the Digital Age: Universal Design for Learning. Alexandria, VA: ASCD. (Accessed: 12 April 2025) Samaras, A.P. (2011) Self-Study Teacher Research: Improving Your Practice Through Collaborative Inquiry. Thousand Oaks, CA: SAGE Publications. (Accessed: 11 March 2025) TeachAI (2024) AI Guidance for Schools Toolkit. Washington, DC: TeachAI. Available at: https://teachai.org/toolkit (Accessed: 10 May 2025) UNESCO (2017) A Guide for Ensuring Inclusion and Equity in Education. Paris: UNESCO. Available at: https://unesdoc.unesco.org/ark:/48223/pf0000248254 (Accessed: 14 May 2025) 43 Voogt, J., Knezek, G., Cox, M., Knezek, D. & ten Brummelhuis, A. (2018) 'Challenges to learning and schooling in the digital networked world', Computers & Education, 122, pp. 246–256. DOI: 10.1016/j.compedu.2017.11.001. (Accessed: 17 March 2025) Vogt, P. & Kuhn, A. (2023) 'Supporting neurodiverse educators: Technology-assisted strategies for ADHD teachers', Journal of Neurodiversity and Education, 3(2), pp. 45–61. (Accessed: 22 April 2025) Wang, Q., Liu, Y. & Wang, W. (2021) 'Teachers' perceptions of AI in education: A large-scale study', British Journal of Educational Technology, 52(5), pp. 2134–2153. DOI: 10.1111/bjet.13183. (Accessed: 4 April 2025) Williamson, B. & Eynon, R. (2020) 'Historical threads, missing links, and future directions in AI in education', Learning, Media and Technology, 45(3), pp. 223–235. DOI: 10.1080/17439884.2020.1798995. (Accessed: 7 April 2025) World Economic Forum (2024) 5 Key Policy Ideas to Integrate AI in Education Effectively. Geneva: World Economic Forum. Available at: https://www.weforum.org/agenda/2024/01/5-key-policy-ideas-to- integrate-ai-in-education-effectively (Accessed: 24 February 2025) World Economic Forum (2025) 7 Principles on Responsible AI Use in Education. Geneva: World Economic Forum. Available at: https://www.weforum.org/agenda/2025/03/7-principles-on-responsible- ai-use-in-education (Accessed: 30 April 2025) Zawacki-Richter, O., Marín, V.I., Bond, M. & Gouverneur, F. (2019) 'Systematic review of research on artificial intelligence applications in higher education', International Journal of Educational Technology in Higher Education, 16(1), Article 39. DOI: 10.1186/s41239-019-0171-0. (Accessed: 5 February 2025)