Structured Humanistic Mathematics Learning Framework Demonstrates High Validity in Junior High School Education

Tim Editor Rabu, Oktober 07, 2026
Ilustration by AI 
FORMOSA NEWS

In September 2026, researchers Surya Putra Raharja, Usman Mulbar, and Hamzah Upu from Universitas Negeri Makassar published a comprehensive educational design study evaluating a newly developed humanistic mathematics learning framework for junior high school students. Published in Jurnal Multidisplin Madani (MUDIMA), the study validates an instructional model designed to address both cognitive achievements and affective growth, such as student engagement, confidence, and anxiety reduction. The findings demonstrate that integrating humanistic principles into a structured four-phase classroom sequence achieves exceptionally high pedagogical validity, earning an overall expert agreement index of 0.96. This research offers a practical, student-centered alternative to rigid, procedural mathematics instruction.

Bridging Affective Needs and Mathematics Instruction

Mathematics education plays a crucial role in fostering logical reasoning, critical thinking, and problem-solving skills. However, traditional mathematics classrooms frequently emphasize abstract procedures and rote memorization, leading many secondary students to view the subject as intimidating and overly difficult. Global meta-analyses and regional studies confirm a strong negative relationship between mathematics anxiety and academic performance. When emotional stress and frustration dominate learning experiences, student motivation, engagement, and conceptual understanding plummet.

While humanistic educational philosophy advocates treating learners as active, autonomous individuals within supportive environments, a major gap persists in translating these principles into concrete, daily lesson plans. Teachers require structured frameworks that balance core mathematical competencies with positive teacher-student relationships, collaborative problem-solving, and reflective practice. Developing and validating a systematic humanistic learning design directly bridges this gap for secondary educators.

Educational Design Methodology

The research team adopted an Educational Design Research (EDR) framework based on the Plomp development model, comprising preliminary analysis, prototyping, and systematic assessment.

  • Prototype Development: The researchers constructed a comprehensive instructional package containing a humanistic learning design guide, lesson plans, student worksheets (LKPD), textbooks, teaching modules, observation sheets, student and teacher response questionnaires, attitude assessment scales, and achievement tests.
  • Expert Validation: Two senior experts in mathematics education from Universitas Negeri Makassar evaluated the prototype across eight pedagogical dimensions: supporting theories, design procedures, learning outcomes, content mapping, humanistic activities, activity design, assessment strategies, and format.
  • Quantitative Analysis: Ratings were calculated on 5-point validity scales following established educational evaluation criteria, while inter-rater agreement was measured using Borich’s Percentage of Agreement ($R \ge 0.75$). Qualitative feedback from validators guided targeted iterative refinements.

Key Validation Findings and Expert Agreement

Expert evaluations confirmed that the humanistic mathematics learning design and its supporting instruments reached exceptionally high levels of theoretical and structural validity:

  • Design Guide Validity: The core learning guide achieved an overall mean score of 4.30 out of 5.00 ("Very Valid"). Formulation of learning outcomes and design format scored highest at 4.50, followed by assessment strategies at 4.38 and humanistic learning activities at 4.33.
  • Instrument and Material Quality: The learning implementation observation sheet registered a mean of 4.70 ("Very Valid"). Student response questionnaires scored 4.80 ("Very Valid"). Teaching modules, textbooks, and student worksheets all achieved "Very Valid" ratings across content, construct, language, and illustration aspects.
  • Assessment Robustness: The learning achievement test yielded an overall mean score of 3.80 ("Very Valid"), with item content and language rated "Very Valid" and construct validity rated "Valid" (3.60).
  • High Inter-Rater Consistency: The overall expert agreement index reached 0.96 across all instruments, confirming outstanding consistency between validators.
  •  Four-Phase Operational Sequence: The validated model successfully organizes instruction into four distinct, operational phases: contextual problem introduction, peer collaboration, active classroom interaction, and structured reflection.

Real-World Impact and Educational Applications

The validation of this humanistic mathematics learning framework provides substantial benefits for school administrators, curriculum developers, and classroom teachers:

  • Operational Guidance for Teachers: Educators gain an actionable, step-by-step roadmap for shifting from traditional lecture-based instruction to a facilitator role that encourages student autonomy, constructive feedback, and mistake-based learning opportunities.
  • Reduction of Mathematics Anxiety: By prioritizing a safe, collaborative classroom climate alongside real-world contextual tasks, the model helps reduce emotional distress, encouraging positive attitudes such as enjoyment, self-confidence, and perseverance.
  • Holistic Curriculum Integration: School systems can adopt the framework to align mathematics education with broader character-building and social-emotional learning goals without sacrificing academic rigor.

Academic Insight

Highlighting the significance of integrating humanistic principles into structured mathematics instruction, the research team from Universitas Negeri Makassar stated:

"Meaningful mathematics learning requires more than delivering abstract content; it demands a coherent environment where cognitive, affective, social, and reflective growth occur together. By structuring instruction into clear phases of problem introduction, collaboration, interaction, and reflection, teachers can effectively empower students as active, confident learners while serving as supportive facilitators."

Primary Author Profile

  • Full Name: Surya Putra Raharja, S.Pd., M.Pd.
  • Co-Authors: Prof. Dr. Usman Mulbar, M.Si. and Prof. Dr. Hamzah Upu, M.Ed.
  • Academic Credentials: Master of Education (M.Pd.) / Professors in Mathematics Education
  • University Affiliation: Universitas Negeri Makassar, Makassar, South Sulawesi, Indonesia
  • Field of Expertise: Mathematics Education, Educational Design Research, Instructional Design, and Humanistic Pedagogy

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