Strategic Implementation of AI in Inclusive Education: A Comparative Analysis of a Special Educators Perspectives

Abstract

The integration of Artificial Intelligence (AI) in education has become an important strategy for promoting inclusive educational practices and supporting learners with diverse needs. This study examined the implementation of AI in inclusive education in Pakistan through a comparative analysis of mainstream and special educators’ perspectives. The study aimed to explore educators’ perceptions, technological readiness, institutional support, and challenges related to AI integration in inclusive classrooms. A quantitative comparative research design was employed, and data were collected from 200 educators, including 100 mainstream teachers and 100 special educators from public and private educational institutions in Pakistan. Data were analyzed using the Statistical Package for Social Sciences (SPSS) through descriptive and inferential statistical techniques, including independent sample t-tests, correlation analysis, and regression analysis. The findings revealed that educators generally hold positive perceptions regarding the use of AI in inclusive education. Participants believed that AI-assisted technologies can improve accessibility, personalized learning, and participation of students with special educational needs. Significant differences were identified between mainstream and special educators in terms of perceptions, technological readiness, and attitudes toward AI integration. Special educators demonstrated greater confidence and more positive attitudes toward AI implementation than mainstream educators. The study further found that technological competence, institutional support, and professional training significantly influence AI adoption in inclusive educational settings. However, major barriers included inadequate infrastructure, lack of training, limited technological resources, and insufficient institutional support. The findings suggest that successful AI integration requires strategic policies, teacher training, infrastructural development, and equitable access to educational technologies to promote inclusive and technology-supported education in Pakistan.