Bloom’s Taxonomy – NBA alignment

The D Y Patil Education Society Deemed to be University is committed to outcomes based education for all its programs with the intent to create a manpower that is industry-ready, contextual and equipped to adapt to a world of imminent disruptions and massive change. Guiding all teaching learning and assessment is the underlying principles of the Bloom’s Taxonomy. The following summary serves as a starting point to the process of all academic activities aligned with the NBA standards which are key for all future program accreditations for technical programs.

Outcome-Based Education: Aligning Bloom’s Taxonomy with NBA Standards

This framework maps Bloom’s Taxonomy directly to the National Board of Accreditation (NBA) standards. It integrates Course Outcomes (COs) and Program Outcomes (POs) into curriculum delivery and evaluations.

This guide supports Outcome-Based Education (OBE) implementation across undergraduate (UG) and postgraduate (PG) programs in Engineering, Health Sciences, Allied Health, Hospitality, and Management.

1. Remember (Cognitive Level: K1)

Students retrieve, recall, and recognize foundational terms, facts, and basic concepts.

NBA Alignment

• Target POs: Contributes to foundational technical knowledge (e.g., PO1: Engineering Knowledge, PO1: Medical Knowledge).
• CO Formulation: Uses low-level action verbs like Define, List, State, Identify, or Label.

Teaching & Assessment Methods

• Teaching Methods: Interactive lectures, visual anatomy/component identification slides, flashcards for formulas, and glossary building.
• Assessment Methods: Formative multiple-choice questions (MCQs), fill-in-the-blanks, definition tests, and labeling exercises of equipment or biological systems.

2. Understand (Cognitive Level: K2)

Students construct meaning from instructional materials and explain ideas, main principles, or relationships.

NBA Alignment

• Target POs: Establishes the prerequisite understanding for complex problem analysis.
• CO Formulation: Uses action verbs like Explain, Classify, Summarize, Illustrate, or Discuss.

Teaching & Assessment Methods

• Teaching Methods: Concept mapping, group discussions on industry principles, and step-by-step walkthroughs of corporate case studies or clinical case histories.
• Assessment Methods: Short-answer questions, open-ended explanations of working mechanisms (e.g., thermodynamic cycles, physiological pathways), and classification matrices for business risks or material defects.

3. Apply (Cognitive Level: K3)

Students execute procedures or apply abstract rules, formulas, and theories to solve concrete, familiar problems.

NBA Alignment

• Target POs: Core to solving structured computational, operational, or clinical problems (e.g., PO2: Problem Analysis, PO5: Tool Usage).
• CO Formulation: Uses action verbs like Calculate, Solve, Compute, Apply, Show, or Demonstrate.

Teaching & Assessment Methods

• Teaching Methods: Problem-Based Learning (PBL) tutorials, software simulation labs (CAD, SPSS, MATLAB), and clinical/hospitality role-play simulations.
• Assessment Methods: Numerical problem-solving exams, structured practical exams (such as OSCEs), laboratory executions, and applying specific regulatory laws to standard case scenarios.

4. Analyze (Cognitive Level: K4)

Students break down complex systems or data sets into constituent parts to examine relationships, organizational structures, and root causes.

NBA Alignment

• Target POs: Crucial for Complex Problem Solving and investigative criteria (e.g., PO2: Problem Analysis, PO4: Conduct Investigations).
• CO Formulation: Uses action verbs like Analyze, Differentiate, Deconstruct, Compare, Troubleshoot, or Distinguish.

Teaching & Assessment Methods

• Teaching Methods: Root Cause Analysis (RCA) workshops on engineering or system failures, data analytics labs using R/Python, and journal clubs critically reviewing academic literature.
• Assessment Methods: Troubleshooting examinations diagnosing specific technical or service bottlenecks, comparative analytical essays, and diagnostic case studies.

5. Evaluate (Cognitive Level: K5)

Students make evidence-based judgments, appraisals, and critiques based on established criteria, constraints, and international standards.

NBA Alignment

• Target POs: Directly addresses safety, ethics, and sustainability considerations (e.g., PO3: Design/Development of Solutions, PO6: The Engineer and Society, PO7: Environment and Sustainability, PO8: Ethics).
• CO Formulation: Uses action verbs like Evaluate, Critique, Justify, Appraise, Validate, or Defend.

Teaching & Assessment Methods

• Teaching Methods: Peer-review seminars, structured debates on modern industrial ethics (e.g., AI in healthcare, green hospitality), and auditing actual industry compliance manuals.
• Assessment Methods: Feasibility reports balancing financial and safety constraints, formal critiques of designs or marketing strategies, and oral thesis defenses before expert panels.

6. Create (Cognitive Level: K6) [44]

Students combine individual components to generate a novel, coherent, and fully functional solution, design, prototype, or process pattern.

NBA Alignment

• Target POs: Represents the highest level of mastery in system design and teamwork (e.g., PO3: Design/Development of Solutions, PO9: Individual and Team Work, PO11: Project Management and Finance).
• CO Formulation: Uses action verbs like Design, Formulate, Construct, Develop, Compose, or Devise.

Teaching & Assessment Methods

• Teaching Methods: Major capstone projects, multi-disciplinary incubation hackathons, action research, and designing brand-new operational business frameworks or clinical treatment protocols. [55]
• Assessment Methods: Continuous evaluation of undergraduate major projects, postgraduate dissertations, design portfolio defenses, and the validation of functional physical or software prototypes.

NBA-Compliant Attainment Matrix