Advanced Assessment Engineering for Secondary Education: A Three-Manual Series for Scenario-Based Learning and Exam Matrix Design (IAT Model)

The series offers a robust Pedagogical framework for secondary school teachers to transition towars data-driven instructional Leadership. Based on Integrated AI Triad(IAT) model, the package provides a comprehensive methodology for aligning AI capabities with higher-opder thinking skills(HOTS). The series consistd of three comprehensive manuals: Manual1: (Content Architecture): Guides educators in transforming complex textbook content into stuctured concept maps to design analytival and comparative assignments that prioritize underasting over memorization. Manual 2 (Assessment Rubrics for HOTS): Details the engineering of standardized assessment rubrics to evaluate complex, multi-layered tasks with transparency and objectivity. Manual 3 (Exam Engineering & Strategic Analysis): Provides a precise workflow for constructing Exam Matrices (Table of Specifications), designing multi-level smart exams, and automating the analysis of student performance data to inform evidence-based instructional redesign. This series was successfully piloted and evaluated at the Behan Educational Complex (Tehran, 2026).