Skip to content

Chapter 6 of 6

Problem-Solving and Quality Planning

Beyond DMAIC, Six Sigma draws on a wide portfolio of quality tools for problem-solving and planning. Fishbone (Ishikawa) diagrams categorize potential root causes into the 6 Ms—Man, Machine, Material, Method, Measurement, and Mother Nature—supporting structured brainstorming during the Analyze phase. Pareto charts combine descending bar frequencies with a cumulative percentage line to apply the 80/20 principle, helping teams focus on the vital few causes. The 5 Whys technique repeatedly asks why to trace symptoms to underlying causes, especially effective for linear issues. Affinity diagrams organize large numbers of brainstormed ideas into natural groupings, while tree diagrams break broad goals into detailed sub-tasks for CTQ trees and work breakdown structures.

Matrix diagrams show the strength of relationships between two or more sets of items, with L-shaped, T-shaped, Y-shaped, and roof-shaped variants supporting different comparison needs. Force field analysis lists driving forces for and restraining forces against a change, informing change management plans. FMEA, or Failure Mode and Effects Analysis, systematically scores Severity, Occurrence, and Detection to compute a Risk Priority Number, prioritizing actions to prevent failures. Cost of poor quality (COPQ) captures the total cost of scrap, rework, warranty claims, inspection, and lost goodwill—costs that would disappear if quality were perfect and that justify improvement investments through cost-benefit analysis in the Improve phase.

Project management tools ensure DMAIC work stays on track. A project charter defines the problem, goal, scope, timeline, team, and metrics, formally authorizing the work. Stakeholder analysis identifies affected parties, their interests, and communication needs to prevent resistance. Tollgate reviews at the end of each DMAIC phase evaluate deliverables and authorize progress to the next phase. Gantt charts visualize tasks along a timeline, showing dependencies and milestones. Before full implementation, a pilot study tests proposed solutions on a small scale, verifying effectiveness and identifying unforeseen issues. Once validated, standardization updates standard operating procedures and work instructions, while a control plan documents critical inputs, monitoring methods, reaction plans, and responsible owners to sustain improvements long after the project closes.

All chapters
  1. 1Foundations of Six Sigma
  2. 2Lean Principles and Waste Identification
  3. 3Capturing the Voice of the Customer
  4. 4Statistical Tools for Analysis and Improvement
  5. 5Statistical Process Control and Capability
  6. 6Problem-Solving and Quality Planning

Drill it

Reading is not remembering. These come from the Six Sigma Basics deck:

Q

What does DMAIC stand for in Six Sigma?

Define, Measure, Analyze, Improve, Control. It is the data-driven improvement cycle used for projects aimed at improving existing processes.

Q

Which Six Sigma belt level is responsible for leading project teams?

Green Belts. They lead smaller improvement projects while working part-time on Six Sigma, typically under the guidance of a Black Belt.

Q

What is the purpose of a Fishbone diagram in the Analyze phase?

Also called an Ishikawa or cause-and-effect diagram, it helps teams brainstorm and categorize potential root causes of a problem, often grouped into the 6 Ms: M...

Q

What does a p-chart monitor?

A p-chart monitors the proportion of defective items in subgroups of varying size, tracking attribute (pass/fail) data over time.