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Module 4: Software Testing

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Write a short note on Six Sigma.

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Six Sigma - Short Note

Six Sigma is a disciplined, data-driven quality/process improvement methodology developed by Motorola (1986) and popularised by GE. The Greek letter sigma (σ) denotes standard deviation; Six Sigma means only 3.4 defects per million opportunities (DPMO), i.e. 99.99966% defect-free output.

Core Idea

  • Identify defects and variation in a process, then remove their root causes so that the process output is consistently within customer specifications.
  • Focus is on improving the process, not blaming the people.

Two Project Methodologies

DMAIC (improve existing process) DMADV / Design for Six Sigma (create new process)
Define - problem, goals, team Define - customer needs and goals
Measure - current performance Measure - CTQs (critical to quality) characteristics
Analyze - find root causes Analyze - design alternatives
Improve - implement and verify solution Design - detailed design
Control - sustain the gains Verify - validate the design with trials

Quality Levels (Sigma Levels)

Sigma Level DPMO Yield
4σ 6,210 99.38%
5σ 233 99.9767%
6σ 3.4 99.99966%

Roles (Belt System)

  • Champion - sponsors the project
  • Master Black Belt - trains and mentors
  • Black Belt - leads projects full time
  • Green Belt - assists part time
  • Yellow Belt - basic awareness

Advantages

  • Fewer defects, lower cost of poor quality and rework.
  • Higher customer satisfaction and consistency.
  • Data-driven decisions, measurable results.
  • Works for manufacturing and service/software processes.

Limitations

  • Needs strong management commitment and trained experts.
  • Over-emphasis on statistics can slow small projects.
  • Success depends on cultural change, not just tools.

Conclusion: Six Sigma, usually combined with Total Quality Management (TQM), gives a systematic, measurable way to drive defects towards zero.

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