This study presents a comprehensive bibliometric and content analysis of research on autism and mathematics learning from 2010 to 2024. A total of 131 peer-reviewed articles were retrieved from the Web of Science (WoS) database using keywords such as autism, mathematics, learning, and intervention. Bibliometric analysis was conducted to quantitatively examine publication trends, leading authors, contributing countries, and co-authorship networks, offering a macroscopic overview of the field’s evolution. Visualisations generated using VOSviewer further illustrated keyword co-occurrence and thematic clustering. Complementing this, content analysis provided a qualitative synthesis of research themes and conceptual progressions across the literature. The findings revealed a clear thematic evolution. Early research (2010–2015) predominantly focused on behavioural interventions, structured instructional approaches, and basic numeracy development. Mid-phase studies (2016–2020) introduced inclusive pedagogies, social-emotional considerations, and differentiated instruction. Recent research (2021–2024) has shifted towards personalised, technology-enhanced instruction, Universal Design for Learning (UDL), and the integration of digital tools in mathematics education. Despite this growth, several gaps remain. Research remains limited in addressing cross-cultural diversity, long-term evaluations of digital interventions, and the adaptation of pedagogies in underrepresented regions. This study emphasises the need for future research to explore culturally responsive frameworks, the sustainability of technology uses, and equity in mathematics education for autistic learners.

Children today encounter English in various contexts, with cartoons serving as a particularly influential medium. Beyond their entertainment value, cartoons also promote incidental foreign language acquisition. This article presents the findings of a study involving 240 sixth-grade pupils from Slovenian primary schools. Employing a quantitative approach, the study utilised both a questionnaire and a knowledge test to explore the relationship between English cartoon viewing and incidental vocabulary acquisition. It examined the frequency of cartoon viewing, pupils’ attitudes towards English-language cartoons, and the impact of subtitles on vocabulary test performance. The results indicate that a higher frequency of cartoon viewing, positive attitudes towards English cartoons, and the use of English subtitles are significantly associated with enhanced English vocabulary knowledge. The findings underscore the educational value of English cartoons in supporting vocabulary development and highlight the potential of engaging multimedia content in fostering incidental vocabulary acquisition in both classroom settings and out-of-school contexts. Consequently, educators should incorporate cartoon-based materials to enhance vocabulary learning, introduce authentic language exposure, and provide multi-sensory experiences tailored to varying learner preferences and proficiency levels.