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Kano Analysis

A method introduced by Noriaki Kano in 1984 for grouping product features by their impact on customer satisfaction: exciters/delighters, performance features (satisfiers), basic expectations that cause dissatisfaction if missing (dissatisfiers), and indifferent attributes that do not affect satisfaction.

Key Points

  • Classifies features into four groups: Exciters/Delighters, Satisfiers (performance), Dissatisfiers (must-be), and Indifferent.
  • Guides prioritization by focusing on what most increases customer satisfaction for the effort invested.
  • Customer satisfaction is non-linear: adding basics rarely increases satisfaction, while delighters can create outsized positive reactions.
  • Categories shift over time as markets mature; validate via customer research (e.g., Kano questionnaires with functional/dysfunctional pairs).

Example

In backlog refinement for a mobile app, the team runs a Kano survey. Biometric login is classified as a Delighter, faster load times as a Satisfier, GDPR compliance as a Dissatisfier (must-be), and custom color themes as Indifferent. The product owner prioritizes must-be and performance items first, then schedules the delighter for an upcoming release.

PMP Example Question

A product owner wants to prioritize features based on how each one influences customer satisfaction, recognizing that some basics prevent dissatisfaction, some improve satisfaction proportionally, and a few create unexpected delight. Which technique should the team use?

  1. MoSCoW prioritization
  2. Kano Analysis
  3. RICE scoring
  4. Pareto analysis

Correct Answer: B — Kano Analysis

Explanation: Kano Analysis classifies features as delighters, satisfiers, dissatisfiers, or indifferent to understand and prioritize by their effect on customer satisfaction.

Advanced Project Management — Measuring Project Performance

Move beyond guesswork and status reporting. This course helps you measure real progress, spot problems early, and make confident decisions using proven project performance techniques. If you manage complex projects and want clearer visibility and control, this course is built for you.

This is not abstract theory. You’ll work step by step through Earned Value Management (EVM), learning how cost, schedule, and scope come together to show true performance. You’ll build a solid foundation in EVM concepts, understand why formulas work, and learn how performance data actually supports leadership decisions.

You’ll master Work Breakdown Structures (WBS), control accounts, and budget baselines, then apply core EVM metrics like EAC, TCPI, and variance analysis. Through a detailed real-world example, you’ll forecast outcomes, analyze trends, and understand contingencies and management reserves with confidence.

Learn how experienced project managers monitor performance, communicate results clearly, and take corrective action before projects slip. With practical exercises and hands-on analysis, you’ll be ready to apply EVM immediately. Enroll now and start managing performance with clarity and control.



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