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ISSN Number:
2582-8568


Journal DOI No:
03.2021-11278686

Title:
The Four Quadrant Approach to Curriculum Development Integrating Quantum Learning and AI

Authors:
Dibyendu Bhattacharyya

Cite this Article:
Dibyendu Bhattacharyya ,
The Four Quadrant Approach to Curriculum Development Integrating Quantum Learning and AI,
International Research Journal of Humanities and Interdisciplinary Studies (www.irjhis.com), ISSN : 2582-8568, Volume: 07, Issue: 05, Year: May 2026, Page No : 86-104,
Available at : http://irjhis.com/paper/IRJHIS2605010.pdf

Abstract:

Abstract This research paper presents a comprehensive investigation of the Four Quadrant Approach (4QA) as a structured, integrative, and self-correcting framework for curriculum development that brings together Quantum Learning and Artificial Intelligence (AI) within a unified macro-structural design. The 4QA organises the entire curriculum development process across four interrelated quadrants: (I) Knowledge Base of Curriculum — establishing epistemic and philosophical foundations with proportional knowledge-base construction encompassing Quantum Learning and AI; (II) Identifying Content Area and Activities — undertaking knowledge architecture and needs analysis through scope, sequence, interdisciplinary links, assessment alignment, and resource audit; (III) Stage-Wise Approach and Pedagogical Implementation — encompassing macro and micro pedagogical design, stage-wise sequencing, active learning strategies, technology and collaborative learning, and pilot testing; and (IV) Validation and Development of Study Material — ensuring quality assurance, curriculum validation, stakeholder review, study material design, and continuous improvement. Grounded in epistemic constructivism, proportional knowledge architecture, quantum pedagogy, and complexity-informed systems thinking, the model integrates quantum pedagogical principles — superposition, entanglement, and non-linearity — alongside AI-enhanced teaching strategies and an iterative quality culture. Employing Qualitative Document Analysis (QDA), the study interprets and validates the framework through systematic examination of all framework documents, nine analytical tables, and the four-axis diagrammatic model. The findings establish that the 4QA constitutes a knowledge-anchored, learner-centred, pedagogically sound, and quality-driven system capable of continuous improvement — a living, responsive curriculum architecture for the quantum-AI era.



Keywords:

Keywords: Four Quadrant Approach (4QA), Quantum Learning, Artificial Intelligence, Curriculum Development, Proportional Knowledge Streams, Pedagogical Implementation, Study Material Validation, Transdisciplinary Education, Iterative Curriculum Design, Self-Correcting Framework



Publication Details:
Published Paper ID: IRJHIS2605010
Registration ID: 22388
Published In: Volume: 07, Issue: 05, Year: May 2026
Page No: 86-104
ISSN Number: 2582-8568

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ISSN Number

ISSN 2582-8568

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5.828 (2022)

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03.2021-11278686