In the evolving landscape of education, students with special needs frequently face significant challenges, particularly in grasping critical mathematics concepts such as data processing, statistics, and probability. These areas are essential not only for academic success but also for real-world problem-solving and decision-making. Recent research focusing on Finland’s lower secondary education provides illuminating insights into what special education teachers are teaching, their preparedness, and the consistency with which they deploy evidence-based instructional strategies. This study offers a comprehensive analysis that challenges long-held assumptions about teacher readiness and instructional practice in a country often regarded as a global gold standard in education.
Finland’s educational system has long been celebrated for its high performance and innovative approaches, especially in mathematics education. Despite this reputation, the new study published in the Scandinavian Journal of Educational Research critically examines the instructional approaches of special needs and special class teachers within Finnish lower secondary schools. These educators serve students in grades seven through nine who require additional support, working in both inclusive classrooms and specialized settings. By surveying these teachers, the study uncovers not only their teaching content but also their levels of confidence and the pedagogical methods they employ.
At the core of the research is an exploration of teacher self-efficacy across various domains of mathematics. While the majority of Finnish special educators expressed high confidence in teaching conventional areas such as algebra, geometry, and general problem solving, a pronounced gap was evident when it came to data processing, statistics, and probability. This gap is particularly striking given the increasing relevance of data literacy in modern education and societal contexts. Such findings resonate with similar trends documented in the United States, underscoring a cross-national challenge in special education mathematics instruction.
One remarkable element of the Finnish system is the dedication to preparing highly educated teachers. All Finnish educators are required to achieve a master’s degree, with the admission criteria for these programs being notably stringent. Furthermore, special needs teachers and special class instructors play multi-faceted roles, often acting as co-teachers, consultants, or specialized instructors. Despite this well-established high-caliber foundation, many teachers reported feeling insufficiently prepared to address certain specialized content areas like statistics, which implicates a disconnect between formal education, ongoing professional development, and practical classroom demands.
The study also sheds light on the variable application of evidence-based teaching practices among Finnish educators. Certain pedagogical strategies, such as explicit instruction involving guided practice, independent work, and feedback, are frequently and consistently integrated into classroom routines. However, other high-impact techniques—mastery learning models, scaffolding methods, peer tutoring, graduated instructional sequences, and systematic problem representation—remain inconsistently or seldom used. This variance is troubling given the robust empirical support for these methodologies in improving outcomes for students struggling with learning difficulties.
This nuanced portrait of Finnish special education underscores a critical insight: exemplary teacher qualifications and systemic supports, although foundational, are insufficient on their own to guarantee equitable and effective math instruction for students with special needs. The reported under-preparation in domains vital for contemporary mathematical literacy calls attention to necessary evolutions in teacher education curricula and professional support systems. It suggests a persistent need for targeted training that extends beyond initial degree programs to encompass ongoing development in emerging and complex mathematical areas.
Given Finland’s status as a leading exemplar in education—characterized by rigorous teacher preparation, professional autonomy, and comprehensive support systems for students—the identified instructional gaps are stark reminders of the universal challenges in special education mathematics. The country’s students consistently achieve high rankings on the Programme for International Student Assessment (PISA), yet this success does not fully translate into uniform instructional quality in special needs contexts. The study’s findings serve as a valuable benchmark for international educators and policymakers aiming to refine their approaches to meet diverse learner needs.
Another compelling dimension of this research is the implication that effective teaching extends far beyond academic credentialing. Teacher confidence emerges as a critical component in instructional delivery, especially when teaching complex or less intuitively accessible areas such as statistics and probability. This aligns with broader educational research underscoring the impact of teacher self-efficacy on student engagement and achievement, particularly in special education environments where learners may require adaptive and scaffolded instruction.
The research further advocates for a strategic focus on consistent application of evidence-based instructional elements. Scaffolding techniques, peer-assisted learning, and graduated sequences of instruction are established practices that foster deeper conceptual understanding among students with learning difficulties. Their underutilization suggests a missed opportunity to enhance student learning trajectories. Addressing this through focused professional development and classroom support could substantially elevate the effectiveness of mathematics instruction.
Considering the broader educational ecosystem, the Finnish case study highlights the crucial interplay between teacher preparation programs, practical instructional realities, and systemic support mechanisms. While initial teacher education provides the foundation, continuous professional learning tailored to address evolving content knowledge gaps is imperative. Moreover, institutional support structures must prioritize enabling educators to confidently adopt and sustain proven teaching methods, thereby optimizing educational outcomes for students with special needs.
Looking forward, the study emphasizes the importance of further investigation into the decision-making processes of teachers regarding instructional practice choices. Understanding why certain high-impact teaching strategies remain underused, despite their proven effectiveness, is vital. Moreover, identifying supports that bolster both content mastery and pedagogical execution promises to bridge existing divides between teacher preparation and classroom realities, ultimately aiming for inclusivity and excellence in mathematics education.
This research sends a resonant message to educational stakeholders worldwide: high educational standards and teacher qualifications, while essential, are not panaceas. The dynamic, specialized nature of teaching mathematics to students with learning difficulties demands continuous refinement of teacher knowledge, confidence, and pedagogical repertoire. Addressing these complex needs is essential to equip students with the full spectrum of mathematical competencies required not only academically but also in navigating the increasingly data-driven world.
In conclusion, the Finnish experience offers profound lessons for global education systems, particularly in special education mathematics pedagogy. While lauded for its rigor and teacher quality, Finland’s challenges in specific math content areas reveal enduring gaps that must be confronted through integrative approaches combining robust preparation, confidence-building, and consistent evidence-based practice. For educators, policymakers, and researchers alike, these insights underscore a pivotal frontier in advancing equitable and effective education for all learners.
Subject of Research: People
Article Title: Finnish lower secondary special needs and special class teachers’ approaches to mathematics instruction
News Publication Date: 12-Mar-2026
Web References: https://www.tandfonline.com/doi/full/10.1080/00313831.2026.2642593
References: Scandinavian Journal of Educational Research, DOI: 10.1080/00313831.2026.2642593
Image Credits: Florida Atlantic University
Keywords: Education, Students, Teacher Training, Middle School, High School Education, Mathematics, Statistics, Statistical Analysis, Pure Mathematics, Algebra, Geometry
