Bloom’s Taxonomy Guideline for Electrical and Electronic Engineering

Bloom’s Taxonomy Guideline for Electrical and Electronic Engineering

Department of EEE • OBE Academic Resource

Bloom’s Taxonomy Guideline for Electrical and Electronic Engineering

A faculty guide for writing measurable Course Outcomes and performance indicators across three EEE learning domains: cognitive learning for knowledge, reasoning, analysis, modelling, and design; affective learning for ethics, safety culture, teamwork, professional responsibility, sustainability, and communication; and psychomotor learning for instrumentation, laboratory execution, prototyping, calibration, debugging, and hardware–software integration.

Measurable Course OutcomesFrame outcomes so that attainment can be observed, scored, reviewed, and improved.
Cognitive, Affective & Psychomotor VerbsSelect verbs that fit EEE theory, lab, design, project, simulation, and thesis work.
Assessment and Rubric AlignmentMatch learning intent with assessment tasks, observable evidence, rubrics, and CQI use.
Scope and use

This page synthesizes revised Bloom’s Taxonomy, affective-domain taxonomy, psychomotor-domain taxonomy, Outcome Based Education practice, BAETE/Washington Accord style expectations, and engineering laboratory/project assessment literature. It is a public-facing academic guide for faculty, students, course-file preparation, assessment design, and accreditation review.

Important: This page does not define new EEE, BUET policy. Where the guide gives course-design advice, it should be read as a recommendation.

Why Bloom’s Taxonomy Matters in OBE

In Outcome Based Education, a Course Outcome should describe what students will be able to demonstrate by the end of a course. Bloom’s taxonomy helps faculty make that demonstration visible by linking the verb, course content, learning activity, assessment task, rubric evidence, CO–PO mapping, and CQI action. In EEE, this means that the wording should match actual evidence: solving a circuit problem, interpreting a Bode plot, simulating a converter, wiring and debugging an embedded system, reporting experimental uncertainty honestly, participating in a design review, or defending a thesis methodology.

Measurable CO writing

Replace vague intentions such as “know,” “learn,” and “be familiar with” by observable actions such as calculate, interpret, verify, operate, calibrate, justify, document, or design.

Teaching-learning alignment

A CO expecting analysis, evaluation, or design should be supported by tutorial, laboratory, simulation, review, or project activities that prepare students for that level.

Assessment validity

The evidence should fit the domain. Psychomotor skill cannot be fully assessed by a written report alone; affective conduct usually needs observation, reflection, peer feedback, or rubric evidence.

CO–PO mapping clarity

Explicit verbs make PO mapping more defensible. “Design and validate a converter” maps differently from “state converter types.”

Higher-order learning

Senior laboratories, design courses, and thesis work normally require analysis, evaluation, creation, professionalism, and hands-on competence.

CQI evidence

Clear outcome wording produces clearer attainment evidence and supports meaningful improvement actions.

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Three Learning Domains in EEE OBE

Bloom-related learning domains help faculty distinguish three different kinds of student performance. A theory examination may mainly assess cognitive learning. A laboratory course may simultaneously assess cognitive understanding, affective professional conduct, and psychomotor instrument-handling skill. A thesis or capstone project may require all three domains at an advanced level.

Cognitive Domain

Knowledge and intellectual skill

What students know, explain, calculate, analyze, evaluate, design, and defend.

EEE examples: circuit analysis, electronic design, power-system fault study, control-system modelling, communication-system simulation, signal-processing implementation, VLSI verification.

Affective Domain

Attitude, value, and conduct

What students value, follow, accept, participate in, prioritize, and internalize as responsible engineers.

EEE examples: lab safety, data integrity, teamwork, sustainability, ethical judgment, respect for standards, professional communication, accepting feedback.

Psychomotor Domain

Hands-on technical execution

What students physically and technically perform with tools, instruments, hardware, experimental setups, fabrication methods, and prototypes.

EEE examples: wiring, probing, soldering, calibrating, measuring, debugging, flashing embedded hardware, operating machine/power equipment, demonstrating prototypes.

DomainWhat it measuresEEE examplesTypical evidenceSuitable assessment methods
CognitiveKnowledge, explanation, calculation, modelling, analysis, evaluation, design.Derive network equations; interpret waveform; analyze stability; design amplifier; validate simulation model.Exam script, derivation, numerical solution, simulation output, design report, thesis chapter.MCQ, short question, numerical problem, simulation assignment, design problem, project report, thesis defense.
AffectiveProfessional attitude, ethics, safety culture, teamwork, communication, responsibility, integrity.Follow safety rules; report data honestly; accept feedback; justify sustainable choices; resolve team conflict professionally.Observation checklist, peer evaluation, reflection, meeting log, lab notebook, professionalism rubric.Lab observation, team review, reflective log, presentation rubric, peer evaluation, supervisor assessment.
PsychomotorHands-on performance with instruments, tools, hardware, circuits, software-hardware interfaces, and prototypes.Use oscilloscope; wire circuit; solder PCB; calibrate sensor; debug embedded interface; operate power/machine lab equipment safely.Practical demonstration, measured accuracy, setup quality, prototype function, troubleshooting log, repeatability record.Practical test, lab experiment, instrument task, hardware demonstration, prototype demo, live troubleshooting exercise.
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Domain Levels and Practical Use

Cognitive Domain: Knowledge and Intellectual Skill

The revised cognitive taxonomy uses six levels: Remember, Understand, Apply, Analyze, Evaluate, and Create. In EEE course design, each level should be interpreted through the actual engineering task and assessment evidence.

Remember

Capability: Recall laws, definitions, symbols, device regions, circuit notation, block names, safety steps, and terminology.

Verbs: define, identify, state, list, label, name, recall.

Example CO: Identify circuit laws, symbols, sign conventions, and basic device terminal characteristics used in EEE analysis.

Understand

Capability: Explain principles, compare alternatives, interpret plots and waveforms, classify behavior, and summarize relationships.

Verbs: explain, compare, interpret, classify, summarize, discuss.

Example CO: Explain how feedback affects gain, bandwidth, and stability in operational-amplifier circuits.

Apply

Capability: Carry out calculations, programming tasks, simulations, or laboratory procedures for structured problems.

Verbs: calculate, solve, implement, simulate, configure, program, measure, calibrate, bias.

Example CO: Calculate currents, voltages, power, and transient response for specified circuit conditions using appropriate methods.

Analyze

Capability: Decompose systems, derive relationships, diagnose faults, interpret interactions, and distinguish causes of behavior.

Verbs: analyze, derive, model, differentiate, troubleshoot, debug, characterize.

Example CO: Analyze the dynamic response of feedback systems and interpret the effect of parameter variation on stability and damping.

Evaluate

Capability: Justify choices, validate results, critique alternatives, rank options, and defend decisions using evidence.

Verbs: evaluate, justify, validate, verify, critique, optimize, assess, defend.

Example CO: Evaluate alternative modulation schemes and justify the selected approach using bandwidth, power, and error-performance criteria.

Create

Capability: Design, develop, formulate, synthesize, prototype, integrate, and communicate original or open-ended solutions.

Verbs: design, develop, formulate, synthesize, prototype, integrate, construct, fabricate.

Example CO: Design and verify an electrical or electronic system that satisfies stated technical constraints and performance targets.

Affective Domain Levels for EEE

The affective domain describes attitudes, values, motivation, and professional conduct. In EEE, it is relevant to laboratory safety, ethical engineering decisions, academic integrity in simulation/code/reporting, teamwork, sustainability, public safety, and professional communication.

Receiving

Behavior: Attend to lab briefing, identify safety notices, acknowledge equipment limits, recognize data-integrity requirements.

Verbs: attend, listen, acknowledge, identify, recognize.

Evidence: readiness checklist, lab notebook acknowledgment, pre-lab safety response.

Example: Acknowledge laboratory safety requirements and equipment-handling instructions before energizing test circuits.

Responding

Behavior: Follow SOPs, ask relevant questions, participate in team debugging, contribute during design review.

Verbs: participate, comply, follow, discuss, ask, contribute.

Evidence: observation rubric, team log, peer feedback, lab-viva conduct.

Example: Participate constructively in team-based debugging and follow prescribed laboratory SOP while conducting experiments.

Valuing

Behavior: Demonstrate commitment to safety, integrity, sustainability, public welfare, and professional quality.

Verbs: justify, support, demonstrate, accept, respect, defend.

Evidence: reflective note, report limitations, design rationale, peer feedback.

Example: Report experimental and simulation results honestly, including discrepancies, uncertainty, failed trials, and limitations.

Organization

Behavior: Reconcile cost, performance, safety, environmental impact, reliability, maintainability, and team responsibility.

Verbs: prioritize, integrate, reconcile, formulate, balance, adapt.

Evidence: trade-off matrix, design-review minutes, team charter, conflict-resolution note.

Example: Reconcile cost, efficiency, safety, and sustainability considerations when comparing alternative EEE design solutions.

Characterization

Behavior: Consistently uphold integrity, safety, inclusive teamwork, transparent documentation, and professional communication.

Verbs: internalize, consistently demonstrate, advocate, model, uphold.

Evidence: semester-long rubric, supervisor observation, peer evaluation, portfolio.

Example: Uphold professional and ethical conduct consistently by documenting methods transparently, crediting sources, and communicating limitations responsibly.

Psychomotor Domain Levels for EEE

This guide uses Dave’s five-level sequence—Imitation, Manipulation, Precision, Articulation, and Naturalization—because it is compact and practical for laboratory and project rubrics. Simpson’s taxonomy is also widely used when a more fine-grained practical-skill progression is needed.

Imitation

Skill: Copying a demonstrated action under guidance.

Verbs: observe, copy, repeat, mimic, trace.

Evidence: guided practical, setup completion, safe guided action.

Example: Follow a demonstrated procedure to wire and test a basic analog or digital circuit safely.

Manipulation

Skill: Performing a task from instructions, checklist, manual, or SOP.

Verbs: perform, assemble, wire, connect, configure, operate.

Evidence: observation checklist, instrument task, setup correctness.

Example: Operate standard laboratory instruments to acquire voltage, current, frequency, and transient-response data for a prescribed experiment.

Precision

Skill: Executing a skill accurately, consistently, and with reduced error.

Verbs: calibrate, measure, adjust, solder, tune, debug, align.

Evidence: measured accuracy, repeatable data, clean workmanship, continuity/polarity checks.

Example: Calibrate a sensor or measurement chain and obtain repeatable readings within stated accuracy limits.

Articulation

Skill: Coordinating several technical skills into an integrated workflow.

Verbs: integrate, coordinate, interface, troubleshoot, optimize setup.

Evidence: integrated prototype, end-to-end functionality, debug log.

Example: Integrate sensing, actuation, embedded programming, and test instrumentation to implement and troubleshoot an embedded control setup.

Naturalization

Skill: Performing complex technical work smoothly, independently, and adaptively.

Verbs: perform fluently, automate workflow, independently construct, adapt technique, demonstrate mastery.

Evidence: autonomous demonstration, efficient troubleshooting, adapted method, robust prototype performance.

Example: Independently construct, test, and demonstrate a prototype that meets stated functional requirements while adapting procedures to resolve implementation constraints.

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Bloom’s Taxonomy in Electrical Engineering Courses

Course typeDominant domain(s)Typical level emphasisEEE interpretation
Introductory theory coursesCognitiveRemember, Understand, ApplyFoundational laws, terminology, device behavior, basic structured problem solving.
Core analytical coursesCognitiveApply, Analyze, EvaluateModelling, derivation, diagnosis, interpretation, method selection, trade-off reasoning.
Mathematical/modelling coursesCognitiveUnderstand, Apply, Analyze, EvaluateTransforms, state-space models, numerical methods, probability, signal and system modelling.
Laboratory coursesCognitive + Affective + PsychomotorApply/Analyze; Receiving–Valuing; Imitation–PrecisionInstrument handling, safety, measurement accuracy, uncertainty, teamwork, report integrity.
Simulation/software coursesCognitive + AffectiveApply, Analyze, Evaluate, Create; Responding–ValuingModel setup, tool use, interpretation, debugging, validation, honest reporting of assumptions and limitations.
Design-oriented coursesCognitive + Affective + PsychomotorAnalyze, Evaluate, Create; Valuing–Organization; Manipulation–ArticulationOpen-ended design, constraints, standards, teamwork, design review, prototype integration.
Thesis/project coursesAll three domainsAnalyze, Evaluate, Create; Organization–Characterization; Precision–NaturalizationProblem framing, methodology, literature use, ethics, validation, prototype or experiment, defense.
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Cognitive, Affective and Psychomotor Verb Banks

Verb banks are drafting aids. A verb is appropriate only when the assessment task and rubric evidence actually measure that action.

Domain / levelGeneral verbsEEE-specific uses
Cognitive — Rememberdefine, identify, state, list, labelidentify terminals, state assumptions, list logic families, label blocks.
Cognitive — Applycalculate, solve, implement, simulate, configurebias, rectify, regulate, amplify, modulate, demodulate, sample, quantize, program.
Cognitive — Analyze/Evaluate/Createanalyze, model, derive, justify, validate, optimize, design, synthesizederive transfer function, model device behavior, verify functionality, design PCB, synthesize HDL.
Affective — Receiving/Respondingattend, acknowledge, participate, comply, follow, contributeacknowledge hazards, follow safety protocol, comply with lab SOP, contribute during design review.
Affective — Valuing/Organization/Characterizationdemonstrate, respect, defend, prioritize, reconcile, upholdreport data honestly, respect team roles, prioritize public safety, uphold academic integrity.
Psychomotor — Imitation/Manipulationobserve, copy, repeat, perform, assemble, wire, operatecopy wiring task, probe circuit, flash microcontroller, operate oscilloscope and function generator.
Psychomotor — Precision/Articulation/Naturalizationcalibrate, measure, solder, tune, debug, integrate, demonstratecalibrate sensor, solder PCB, debug hardware, interface subsystems, demonstrate prototype.
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Interactive Domain-Aware Verb Selector

Use this selector to generate a starting point for CO or performance-indicator wording. It supports cognitive, affective, and psychomotor domains.

EEE Domain-Aware Verb Selector

Recommended action verbs

Select all fields.

Example stems

  • Suggestions will appear here.

Assessment methods

  • Suggestions will appear here.

Rubric / observable evidence

  • Suggestions will appear here.
Final wording should match actual assessment evidence, scoring rubric, and course scope.
Awaiting selections.
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Assessment Evidence Across the Three Domains

Assessment taskCognitive evidenceAffective evidencePsychomotor evidenceSuggested rubric evidence
Written examRecall, explanation, calculation, analysis.Limited; ethical or sustainability reasoning if included.Usually none.Correctness, method, assumptions, interpretation.
Simulation assignmentModel setup, parameter selection, debugging, validation.Integrity in assumptions, limitations, code/data reporting.Limited tool workflow evidence.Model credibility, documentation, result interpretation.
Laboratory experimentProcedure understanding, data analysis, theory comparison.Safety, teamwork, honesty, equipment responsibility.Setup, probing, measurement, calibration, troubleshooting.Preparedness, safety, setup accuracy, data quality, uncertainty.
Instrumentation taskSelect settings and interpret readings.Respect limits, follow SOP, document carefully.Operate, calibrate, align, measure, verify.Range selection, safe probing, calibration, precision.
Embedded systems labTiming logic, interface reasoning, code explanation.Code integrity, team coordination, transparent debugging.Program, flash, wire, interface, debug.Functional correctness, interface quality, debug strategy.
Design projectRequirements analysis, trade-off evaluation, validation.Teamwork, responsibility, standards, sustainability.Prototype build, integration, test, demonstration.Requirement traceability, design rationale, contribution, prototype function.
Thesis/project defenseProblem framing, literature, method, validation, conclusion defense.Integrity, limitation awareness, professional communication.Prototype or experiment demonstration where relevant.Research quality, evidence-based conclusion, communication, demo readiness.
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Recommended Bloom Levels by Assessment Type

Assessment typeUsually suitable level(s)Usage note for EEE
MCQRemember, Understand; sometimes Apply/AnalyzeUseful for broad coverage; weak for authentic design, affective, or psychomotor evidence alone.
Numerical problemApply, Analyze, sometimes EvaluateMove beyond substitution by requiring method choice, interpretation, or validation.
Design problemAnalyze, Evaluate, CreateInclude constraints such as efficiency, stability, safety, cost, bandwidth, or device limits.
Simulation assignmentApply, Analyze, Evaluate, CreateUse model assumptions, comparison with theory/experiment, validation, and discrepancy explanation.
Laboratory experimentCognitive Apply/Analyze; Affective Responding/Valuing; Psychomotor Manipulation/PrecisionUse observation, data quality, uncertainty, safety, and execution evidence, not only the report.
Project reportAnalyze, Evaluate, Create; Affective Valuing/OrganizationGood for problem framing, design logic, limitations, verification, and communication.
Thesis defenseAnalyze, Evaluate, Create; Affective Organization/CharacterizationTests methodology, validation, literature use, professional communication, and limitation awareness.
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Weak vs Strong Outcome Examples Across the Three Domains

Weak statementImproved measurable outcome or performance indicatorDominant domain
Understand operational amplifiers.Analyze the closed-loop behavior of operational-amplifier circuits and justify the effect of feedback on gain, bandwidth, and stability using analytical or simulated evidence.Cognitive
Know Verilog.Implement and verify combinational and sequential digital circuits in Verilog using simulation results and timing-aware test cases.Cognitive
Learn power system faults.Calculate and analyze fault currents in a specified power network and assess the implications for protection settings and equipment ratings.Cognitive
Understand lab safety.Follow laboratory safety protocols while wiring and testing energized circuits, and document compliance through an observation checklist and laboratory record.Affective / Psychomotor
Appreciate teamwork.Contribute constructively to a design team by documenting assigned tasks, responding to peer feedback, and participating in design-review decisions.Affective
Know how to use an oscilloscope.Operate an oscilloscope, function generator, and multimeter to acquire voltage, frequency, and transient-response measurements within specified accuracy limits.Psychomotor
Be familiar with soldering.Assemble and solder a prescribed PCB or circuit module and verify continuity, polarity, and functional operation using standard instruments.Psychomotor
Understand data integrity.Report experimental and simulation results honestly, including discrepancies, repeated trials, uncertainty, and limitations, with traceable records.Affective
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Common Mistakes to Avoid

Frequent problems
  • Using vague verbs such as know, understand, learn, appreciate, or be familiar with without evidence.
  • Mapping all COs to low cognitive levels in advanced courses.
  • Using design/evaluate without design/evaluation assessment.
  • Writing affective outcomes without observation, feedback, reflection, or professionalism evidence.
  • Writing psychomotor outcomes but grading only the lab report instead of hands-on performance.
  • Using “design” when the task is only calculation.
  • Over-mapping one CO to too many POs.
  • Ignoring data integrity, uncertainty, failed trials, or safety behavior in laboratory assessment.
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Practical CO Writing Formula and Checklist

Action Verb + Engineering Content + Context / Condition + Expected Performance / Evidence
Is the verb measurable?Can the intended performance be observed in a script, report, notebook, presentation, observation sheet, viva, or demonstration?
Is the level appropriate?Does the cognitive, affective, or psychomotor level match the course level?
Is the assessment aligned?Do exam questions, lab tasks, design reviews, or thesis milestones measure the stated outcome?
Is CO–PO mapping defensible?Can the outcome be meaningfully related to the intended PO without over-claiming?
Can attainment be measured?Is there enough evidence to estimate attainment reliably?
Is the domain choice sensible?Safety, integrity, teamwork, and instrument handling often require affective or psychomotor evidence.
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References and Further Reading

  1. Anderson, L. W., and Krathwohl, D. R., eds. A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom’s Taxonomy of Educational Objectives.
  2. Krathwohl, D. R., Bloom, B. S., and Masia, B. B. Taxonomy of Educational Objectives: Handbook II, Affective Domain.
  3. Dave, R. H. Psychomotor Levels; Simpson, E. J. The Classification of Educational Objectives in the Psychomotor Domain.
  4. BAETE. Accreditation Criteria, Program-Specific Criteria, and Definitions and Acronyms, current versions available from BAETE.
  5. International Engineering Alliance. Graduate Attributes and Professional Competencies, Version 4, 2021; Washington Accord graduate-attribute framework.
  6. ABET. Criteria for Accrediting Engineering Programs, including definitions of student outcomes, assessment, evaluation, and continuous improvement.
  7. Feisel, L. D., and Rosa, A. J. The Role of the Laboratory in Undergraduate Engineering Education.
  8. Nikolic, S. et al. Laboratory learning objectives: ranking objectives across the cognitive, psychomotor and affective domains within engineering.
  9. Engineering education literature on capstone assessment, peer review, oral presentation assessment, professional behavior rubrics, and laboratory-skill rubrics.
Disclaimer

Guidance Notice

This page is provided as a general academic guidance resource for Outcome Based Education (OBE), Bloom’s Taxonomy, and course-outcome drafting in Electrical and Electronic Engineering. It is intended to support faculty members, students, and accreditation preparation activities, but it does not constitute an official rule, regulation, accreditation decision, legal advice, or binding departmental/university policy.

Faculty members should use professional academic judgment and consult the approved BUET curriculum, departmental templates, course-file requirements, BAETE manuals, accreditation criteria, program-specific criteria, assessment rubrics, and other authoritative sources when preparing Course Outcomes, CO–PO mappings, assessment plans, and attainment reports.

This resource was drafted with assistance from generative AI and deep-research-based synthesis of publicly available academic and accreditation-related sources. Although reasonable care has been taken to make the content accurate, relevant, and evidence-informed, generative AI outputs may contain omissions, interpretation errors, outdated references, or wording that may not fully reflect current institutional or accreditation requirements.

Users are responsible for verifying all information before official use. The Department of EEE, BUET may revise, correct, expand, or withdraw this page at any time. In case of any inconsistency between this guidance page and official BUET, BAETE, or accreditation documents, the official documents shall prevail.

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