Volume 4, 2026 – Issue 2 
Adaptive Functional Learning Strategies for Improved Achievement of Learners with Autism in Inclusive Classrooms
Bolanle Titilayo Segilola
1 * and Philias Olatunde Yara
2
1 Arts and Social Science Education/Faculty of Education, Lead City University, Ibadan, Oyo State, Nigeria
2 Science Education, Faculty of Education/ Lead City University, Ibadan, Oyo State, Nigeria
* Corresponding author: segilola.bolanle@lcu.edu.ng
DOI: 10.5281/zenodo.20290541
Abstract
The globalisation of knowledge and information has increased the demand for improved technical and operational approaches across all sectors, including education. As technology advances rapidly, the education sector is expected to lead this transformation, particularly in its pedagogical practices. Pedagogy remains central to achieving the goals of teaching-learning, being embedded in the curriculum. This paper examined Adaptive Functional Learning (AFL), a teaching-learning strategy designed to enhance STEM activities in inclusive classrooms, with a focus on improving the academic achievement of learners with Autism Spectrum Disorder (ASD). The study was anchored on Social Cognitive and Situated Learning theories, guided by the Academic Functional Learning Aptitude Test (AFLAT), which aligns with the principles of AFL. A quasi-experimental design was adopted, involving 60 learners with ASD, sampled from inclusive classrooms across four regions and five states in Nigeria. Data were collected using AFLAT (PPMC r = 0.87, p < 0.001), and (Cronbach’s α = 0.88) were analysed with Analysis of Covariance (ANCOVA) with two hypotheses were tested at the 0.05 significance level. Findings revealed no significant interaction effect between AFL and gender on learners with ASD’s academic achievement (F (1,57) = 0.249, p>0.05, η2 = 0.005), and no significant interaction effect between AFL and location of residence (F (1,55) = 0.824, p > 0.05, η2 = 0.015). Despite these, AFL strategy in STEM activities were shown to aid in improving the academic achievement of learners with ASD. The study concluded that AFL enhances learning outcomes and recommended its integration into STEM pedagogy, curriculum design, and assessment practices to foster inclusivity and better academic performance among learners with ASD.
Keywords: adaptive functional learning, STEM education, inclusive classroom, autism spectrum disorder learners
Published
2026/06/01
—
Section
Research Papers
How to Cite (APA)
Download Citation: EndNote/Zotero/Mendeley (RIS)
References
Bernard, R. M., Borokhovski, E., Schmid, R. M., Waddington, D. I., & Pickup, D. I. (2019). Twenty-first century adaptive teaching and individualized learning operationalized as specific blend of student-centered instructional events: A systematic review and meta-analysis. Campbell Systematic Review 15(1-2). Pages 35. https://doi.org/10.1002/cl2.1017
Bölte, S., Girdler, S. & Marschik, P.B. (2019) The contribution of environmental exposure to the etiology of autism spectrum disorder. Cellular and Molecular Life Sciences, 76(7), 1275–1297. https://doi.org/10.1007/s00018-018-2988-4
Durkin, M. S., Maenner, M. J., Meaney, F. J., Levy, S. E., DiGuiseppi, C., Nicholas, J. S., Kirby, R. S., Pinto-Martin, J. A., & Schieve, L. A. (2014). Socioeconomic inequality in the prevalence of autism spectrum disorder: Evidence from a U.S. cross-sectional study. American Journal of Public Health. 104(12), e32–e38. https://doi.org/10.2105/AJPH.2014.302225
Emerson, E., Hatton, C., Robertson, J., Roberts, H., Baines, S., & Evison, F. (2020). The association between neighborhood characteristics and the outcomes of children with intellectual and developmental disabilities. Journal of Neurodevelopmental Disorders, 12(1), 1–12. https://doi.org/10.1186/s11689-020-09338-x
Getty Image (2026). iStock Images/Photo at Ferris Wheel in Pripyat Stock. https://www.istockphot.com/photo/ferris-wheel-in-pripyat-gm917272882-252358299?searchscope=image%2Cfilm
Head, A. M., McGillivray, J. A., & Stokes, M. A. (2014). Gender differences in emotionality and sociability in children with autism spectrum disorders. Molecular Autism, 5(19), 1–9. https://doi.org/10.1186/2040-2392-5-19
Hehir, Thomas; Grindal, Todd; Freeman, Brian; Lamoreau, Renee; Borquaye, Yolanda & Burke, Samantha. (2020). Summary of the Evidence on Inclusive Education. For Instituto Alana. Policy and Legal Advocacy Centre. The Discrimination against Persons with Disabilities (Prohibition Acts 2016). Retrieved: www.placng.org
Kahveci, G., Aydın, A., & Özdemir, S. (2024). The impact of sensory characteristics of home environments on children with autism spectrum disorder. Research in Autism Spectrum Disorders, 109, 102277. https://doi.org/10.1016/j.rasd.2023.102277
Lai, M.-C., Lombardo, M. V., & Baron-Cohen, S. (2014). Autism. The Lancet, 383(9920), 896–910. https://dx.doi.org/10.1016/s0140-6736(13)61539-1
Microsoft Office, (2021). Word-insert-shapes. Microsoft Word Inc. Northern Illinois University Center for Innovative Teaching and Learning (2012). Situated Learning. In Instructional Guide for University Faculty and Teaching Assistance. https://www.niu.edu/cit/resources/guides/instructional-guide
Ntara, Caroline & Bouchillon, Esther. (2025). STEM Education: Classes Career and Purposes. https://study.com/academy/lesson/what-is-stem-education-definition-importance-standards.html
Olufosoye, O, Olayemi, O & Oladimeji, O.D. (2023). Inclusive Education in Public Schools in Oyo State of Nigeria. https://www.academia.edu/resources/work/24027732
Rylaarsdam, Lauren E.& Guemez-Gamboa, Alicia. (2019). Genetic Causes and Modifiers of Autism Spectrum Disorder. Frontiers in Cellular Neuroscience, 13:385. http://dx.doi.org/10.3389/fncel.2019.00385
Scheeren, A. M., Koot, H. M., & Begeer, S. (2022). Stability and change in social interaction and related factors in autism spectrum disorder: The role of residential satisfaction and well-being. Autism Research, 15(2), 345–356. https://doi.org/10.1002/aur.2654
Segilola, Bolanle T.& Adeyemi, B.A. (2022). Innovative School Assessment: A Path to Functional Learning Outcome for Inclusive Practices. The Proceedings of 5th International Conference on Pragmatic Human Captial for Sustainable Development Held on 6th – 8th June 2022 in Lead City University, Conference Centre Ibadan, Nigeria. College Press publishing. Pp 367-375.
Shulman, C., Gerdts, J., Shic, F., & Kasari, C. (2026). Cognitive empathy and adaptive functioning in autistic males and females. Medical Research Archives, 14(1), 1–15.
Taylor Kitty (2024). Experiential Learning in STEM Education. KidSpark Education, https://kidsparkeducation,org/blog/experientia-learning -in-stem-education
The Carmen B. Pingree Centre. (2020). Why is Autism called Autism Spectrum Disorder? https://carmenbpingree.com/blog/what-is-autism-spectrum-disorder/
United Nations. (2024). Transforming our world: The 2030 Agenda for Sustainable Development (A/RES/70/1). https://sustainabledevelopment.un.org
Wrigley-Asante, CAkach, C.G. & Frimpong, L.K. (2023). Gender differences in academic performance of students studying Science Technology Engineering and Mathematics (STEM) subjects at the University of Ghana. Journal of Social Science, Jan9. Vol. 3(1): page 12. https://doi.org/10.1007/s43545-023-00608-8
Yang, Yz., Zhong, Y., & Wozniak, M. (2021). Improvement of Adaptive Learning Service Recommendation Algorithm Based on Big Data. Mobile Network Application. Vol. 26, 2176–2187. https://doi.org/10.1007/s11036-021-01772-y
About the authors
- Bolanle Titilayo Segilola holds a B.Ed. in Chemistry (Lagos State University), M.Ed. in Test, Measurement & Evaluation (University of Lagos), and Ph.D. in Education (Measurement and Evaluation, Lead City University, Ibadan). With over two decades in education practices—from preschool to post-tertiary—she has served as teacher, lecturer, vice principal, and administrator, using the Nigerian and British curricula. She prepares students for Checkpoint and IGCSE exams, and she is a British Council SchoolNow Partner leader. She specialises in education test, measurement & evaluation, with her experience in a neurodivergent classroom, she developed the academic aptitude assessments tool AFLAT for neurodivergent learners (ASD, ADHD) in neuro-inclusive settings. The tool is used for academic aptitude diagnosis, tailored learning strategies and predictive latent metrics of the neurodivergent learners. Her expertise spans human capacity building, character education, special education (neurodivergent disorders), research, and curriculum development. She served as examiner for examination conducting institutes, co-authored study packs, and organised conferences, workshops, and career events. Currently Director of Education Services Research and Development at MOTEB Educational Services. She leads neuro-education projects in higher institutions. Enjoys team sports, writing, cooking, and movies. Open to collaborations advancing neuro-inclusivity.
segilola.bolanle@lcu.edu.ng
↩︎ - Philias Olatunde Yara was born in January 1954, he is a dedicated family man, married with four children. His academic journey includes NCE (Mathematics/Physics) from FCE Pankshin (1981), B.Ed. (Mathematics) from ABU Zaria (1984), M.Ed. (Mathematics) from University of Ibadan (1989), PGD (Computer) from OAU Ile-Ife (1995), and PhD (Mathematics Education) from UI Ibadan (2008). Joining Lead City University in 2013 as an Adjunct Lecturer and promoted to Senior Lecturer in 2014, he previously served as Principal Education Officer at the Federal Ministry of Education and Principal System Programmer at University of Ibadan’s Computer Science Department. He completed a sabbatical at Kampala International University as Senior Lecturer and Director of Academic Affairs. An expert in Mathematics Education, Prof. Yara teaches undergraduate/postgraduate courses, supervises projects (graduating 12 PhDs, 25+ Masters), and leads research on Math-phobia, attitudes, class size, and resources. His prolific output includes 28 authored books, 51 journal articles, and key administrative roles like HOD Science Education (2018–present).
yara.po@lcu.edu.ng
↩︎


