SlideShare a Scribd company logo
1 of 5
Section & Lesson #:
Pre-Requisite Lessons:
Complex Tools + Clear Teaching = Powerful Results
Problem Resolution using DMAIC
Six Sigma-Overview – Lesson 1
A review of how the DMAIC methodology follows the typical steps we
follow when trying to resolve a problem.
Introductory #02 – Introduction to Lean and Six Sigma
Introductory #03 – Lean and Six Sigma Project Methodologies
Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means
(electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
Six Sigma is Problem Resolution
o Six Sigma is best known as a formal methodology for resolving problems.
• Practically, it’s a way we can increase confidence (lower risk) for critical business decisions.
o Six Sigma methodology is built on the 5 basic steps of problem resolution:
o Let’s review an example using the problem resolution steps.
• Scenario: Doctor diagnoses and cures Matt’s daughter Hannah.
• Based on this scenario, let’s explore the following:
 What are the various roles and how do they apply to Six Sigma?
 How does the problem resolution method apply to the Six Sigma
methodology of DMAIC?
2
Understand
the problem
Gather
reliable info
Identify
root cause
Fix
root cause
Sustain
Improvement
Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be
reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic,
photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
Applying the Problem Resolution Method
o Roles in Scenario:
• Hannah = The business or process itself
• Dad/Mom = Sponsor and/or Champion
• Doctor = Six Sigma Black Belt
o Method in Scenario:
3
Understand
the problem
Gather
reliable info
Identify
root cause
Fix
root cause
Sustain
Improvement
Ask questions = Build a problem statement clearly defining the pain.
Take swab = Collect reliable information to test root cause.
Run strep test = Apply statistical tools on collected data.
Prescribe meds = Recommend an improvement to fix root cause.
Take antibiotics = Implement improvement with Sponsor’s support.
Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be
reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic,
photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
Translating Problem Resolution to Six Sigma
o How does the problem resolution method compare to Six Sigma?
• DMAIC is an acronym representing 5 phases for problem resolution using Six Sigma tools.
o What if the root cause and improvement are unknown?
• The doctor relied on prior analysis & testing to know the right root cause & improvement.
• Six Sigma focuses on this analysis & testing when the root cause & improvement are unknown.
4
Understand
the problem
Gather
reliable info
Identify
root cause
Fix
root cause
Sustain
Improvement
Define
Measure
Analyze
Improve
Control
• These are the most critical phases for
applying Six Sigma tools.
• In our example, the doctor was
successful because she knew…
• what info to collect and how to get it
• how to test the info and interpret results
• what pre-tested improvement will work
Problem Resolution: Six Sigma DMAIC:
Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be
reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic,
photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
Practical Application
o Think of at least 3 different problems you recently resolved (either at home or work)?
• For each of those problems, try to answer the following:
 Define phase (understand the problem):
– How would you define the problem?
– What information helped you assess the size and severity of the problem?
 Measure phase (gather reliable information):
– What information did you collect in order to assess or measure the problem?
– What assumptions did you make about the information you collected?
– What if the information or your assumptions was wrong? How would that have affected the situation?
 Analyze phase (identify root cause):
– Did you determine what was the root cause?
– How did you differentiate between a possible symptom and the actual root cause?
– What information helped you confirm what was the root cause?
 Improve phase (fix root cause):
– What improvement did you make to fix the root cause?
– Did you test the improvement to ensure it would truly fix the root cause?
– What would have been the outcome if you implemented the improvement but found it didn’t fix the root cause?
 Control phase (sustain improvement):
– Has the root cause recurred? If so, why?
– What measurements or controls have you put into place to prevent that root cause from recurring?
Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be
reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic,
photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
5

More Related Content

What's hot

Change Acceleration Process (CAP) Model with Matt Hansen at StatStuff
Change Acceleration Process (CAP) Model with Matt Hansen at StatStuffChange Acceleration Process (CAP) Model with Matt Hansen at StatStuff
Change Acceleration Process (CAP) Model with Matt Hansen at StatStuffMatt Hansen
 
Setting Project Milestones with Matt Hansen at StatStuff
Setting Project Milestones with Matt Hansen at StatStuffSetting Project Milestones with Matt Hansen at StatStuff
Setting Project Milestones with Matt Hansen at StatStuffMatt Hansen
 
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)Matt Hansen
 
Poka Yoke with Matt Hansen at StatStuff
Poka Yoke with Matt Hansen at StatStuffPoka Yoke with Matt Hansen at StatStuff
Poka Yoke with Matt Hansen at StatStuffMatt Hansen
 
Prioritization Using a QFD Tool with Matt Hansen at StatStuff
Prioritization Using a QFD Tool with Matt Hansen at StatStuffPrioritization Using a QFD Tool with Matt Hansen at StatStuff
Prioritization Using a QFD Tool with Matt Hansen at StatStuffMatt Hansen
 
Compiling Operational Definitions with Matt Hansen at StatStuff
Compiling Operational Definitions with Matt Hansen at StatStuffCompiling Operational Definitions with Matt Hansen at StatStuff
Compiling Operational Definitions with Matt Hansen at StatStuffMatt Hansen
 
5S Program with Matt Hansen at StatStuff
5S Program with Matt Hansen at StatStuff5S Program with Matt Hansen at StatStuff
5S Program with Matt Hansen at StatStuffMatt Hansen
 
Corporate CTQ Drilldown by Matt Hansen at StatStuff
Corporate CTQ Drilldown by Matt Hansen at StatStuffCorporate CTQ Drilldown by Matt Hansen at StatStuff
Corporate CTQ Drilldown by Matt Hansen at StatStuffMatt Hansen
 
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuff
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuffOverview of Statistical Terms and Concepts with Matt Hansen at StatStuff
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuffMatt Hansen
 
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuff
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuffAdapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuff
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuffMatt Hansen
 
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuff
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuffLeading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuff
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuffMatt Hansen
 
Value Added with Matt Hansen at StatStuff
Value Added with Matt Hansen at StatStuffValue Added with Matt Hansen at StatStuff
Value Added with Matt Hansen at StatStuffMatt Hansen
 
Building a Process Map with Matt Hansen at StatStuff
Building a Process Map with Matt Hansen at StatStuffBuilding a Process Map with Matt Hansen at StatStuff
Building a Process Map with Matt Hansen at StatStuffMatt Hansen
 
Building a SIPOC with Matt Hansen at StatStuff
Building a SIPOC with Matt Hansen at StatStuffBuilding a SIPOC with Matt Hansen at StatStuff
Building a SIPOC with Matt Hansen at StatStuffMatt Hansen
 
Documenting a New Process with SOPs
Documenting a New Process with SOPsDocumenting a New Process with SOPs
Documenting a New Process with SOPsMatt Hansen
 
Building a Project Team with Matt Hansen at StatStuff
Building a Project Team with Matt Hansen at StatStuffBuilding a Project Team with Matt Hansen at StatStuff
Building a Project Team with Matt Hansen at StatStuffMatt Hansen
 
Transfer Function with Matt Hansen at StatStuff
Transfer Function with Matt Hansen at StatStuffTransfer Function with Matt Hansen at StatStuff
Transfer Function with Matt Hansen at StatStuffMatt Hansen
 
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuff
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuffDeveloping a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuff
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuffMatt Hansen
 
Risk Assessment with a FMEA Tool
Risk Assessment with a FMEA ToolRisk Assessment with a FMEA Tool
Risk Assessment with a FMEA ToolMatt Hansen
 
Value Stream Maps (VSM) with Matt Hansen at StatStuff
Value Stream Maps (VSM) with Matt Hansen at StatStuffValue Stream Maps (VSM) with Matt Hansen at StatStuff
Value Stream Maps (VSM) with Matt Hansen at StatStuffMatt Hansen
 

What's hot (20)

Change Acceleration Process (CAP) Model with Matt Hansen at StatStuff
Change Acceleration Process (CAP) Model with Matt Hansen at StatStuffChange Acceleration Process (CAP) Model with Matt Hansen at StatStuff
Change Acceleration Process (CAP) Model with Matt Hansen at StatStuff
 
Setting Project Milestones with Matt Hansen at StatStuff
Setting Project Milestones with Matt Hansen at StatStuffSetting Project Milestones with Matt Hansen at StatStuff
Setting Project Milestones with Matt Hansen at StatStuff
 
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)
Introduction to Lean and Six Sigma by Matt Hansen at StatStuff (S02)
 
Poka Yoke with Matt Hansen at StatStuff
Poka Yoke with Matt Hansen at StatStuffPoka Yoke with Matt Hansen at StatStuff
Poka Yoke with Matt Hansen at StatStuff
 
Prioritization Using a QFD Tool with Matt Hansen at StatStuff
Prioritization Using a QFD Tool with Matt Hansen at StatStuffPrioritization Using a QFD Tool with Matt Hansen at StatStuff
Prioritization Using a QFD Tool with Matt Hansen at StatStuff
 
Compiling Operational Definitions with Matt Hansen at StatStuff
Compiling Operational Definitions with Matt Hansen at StatStuffCompiling Operational Definitions with Matt Hansen at StatStuff
Compiling Operational Definitions with Matt Hansen at StatStuff
 
5S Program with Matt Hansen at StatStuff
5S Program with Matt Hansen at StatStuff5S Program with Matt Hansen at StatStuff
5S Program with Matt Hansen at StatStuff
 
Corporate CTQ Drilldown by Matt Hansen at StatStuff
Corporate CTQ Drilldown by Matt Hansen at StatStuffCorporate CTQ Drilldown by Matt Hansen at StatStuff
Corporate CTQ Drilldown by Matt Hansen at StatStuff
 
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuff
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuffOverview of Statistical Terms and Concepts with Matt Hansen at StatStuff
Overview of Statistical Terms and Concepts with Matt Hansen at StatStuff
 
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuff
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuffAdapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuff
Adapting Lean to Six Sigma DMAIC Flow with Matt Hansen at StatStuff
 
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuff
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuffLeading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuff
Leading a Lean Workout (Kaizen Event) with Matt Hansen at StatStuff
 
Value Added with Matt Hansen at StatStuff
Value Added with Matt Hansen at StatStuffValue Added with Matt Hansen at StatStuff
Value Added with Matt Hansen at StatStuff
 
Building a Process Map with Matt Hansen at StatStuff
Building a Process Map with Matt Hansen at StatStuffBuilding a Process Map with Matt Hansen at StatStuff
Building a Process Map with Matt Hansen at StatStuff
 
Building a SIPOC with Matt Hansen at StatStuff
Building a SIPOC with Matt Hansen at StatStuffBuilding a SIPOC with Matt Hansen at StatStuff
Building a SIPOC with Matt Hansen at StatStuff
 
Documenting a New Process with SOPs
Documenting a New Process with SOPsDocumenting a New Process with SOPs
Documenting a New Process with SOPs
 
Building a Project Team with Matt Hansen at StatStuff
Building a Project Team with Matt Hansen at StatStuffBuilding a Project Team with Matt Hansen at StatStuff
Building a Project Team with Matt Hansen at StatStuff
 
Transfer Function with Matt Hansen at StatStuff
Transfer Function with Matt Hansen at StatStuffTransfer Function with Matt Hansen at StatStuff
Transfer Function with Matt Hansen at StatStuff
 
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuff
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuffDeveloping a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuff
Developing a Project Strategy Using IPO-FAT Tool with Matt Hansen at StatStuff
 
Risk Assessment with a FMEA Tool
Risk Assessment with a FMEA ToolRisk Assessment with a FMEA Tool
Risk Assessment with a FMEA Tool
 
Value Stream Maps (VSM) with Matt Hansen at StatStuff
Value Stream Maps (VSM) with Matt Hansen at StatStuffValue Stream Maps (VSM) with Matt Hansen at StatStuff
Value Stream Maps (VSM) with Matt Hansen at StatStuff
 

Similar to Problem Resolution Using DMAIC with Matt Hansen at StatStuff

8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx
8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx
8D Problem Solving WorksheetGroup NumberGroup Member Nam.docxransayo
 
Building a Problem Statement with Matt Hansen at StatStuff
Building a Problem Statement with Matt Hansen at StatStuffBuilding a Problem Statement with Matt Hansen at StatStuff
Building a Problem Statement with Matt Hansen at StatStuffMatt Hansen
 
The Necessity of the Measure Phase with Matt Hansen at StatStuff
The Necessity of the Measure Phase with Matt Hansen at StatStuffThe Necessity of the Measure Phase with Matt Hansen at StatStuff
The Necessity of the Measure Phase with Matt Hansen at StatStuffMatt Hansen
 
Leadership Series #2 - Structured Approach to Problem Solving
Leadership Series #2 - Structured Approach to Problem SolvingLeadership Series #2 - Structured Approach to Problem Solving
Leadership Series #2 - Structured Approach to Problem SolvingZana Gawan-Taylor
 
problem_solving_-_pdca.ppt
problem_solving_-_pdca.pptproblem_solving_-_pdca.ppt
problem_solving_-_pdca.pptssuser6e540e1
 
Problem solving use a fishbone diagram
Problem solving use a fishbone diagramProblem solving use a fishbone diagram
Problem solving use a fishbone diagramJohnRicoPanjaitan
 
problem_solving_-_pdca.ppt
problem_solving_-_pdca.pptproblem_solving_-_pdca.ppt
problem_solving_-_pdca.pptWasiAhmed35
 
Project Management Practitioner: Problem Solving and Decision Making
Project Management Practitioner: Problem Solving and Decision MakingProject Management Practitioner: Problem Solving and Decision Making
Project Management Practitioner: Problem Solving and Decision Makinglearnonline4
 
A-Root-Cause-Analysis-TOOLS.pptx
A-Root-Cause-Analysis-TOOLS.pptxA-Root-Cause-Analysis-TOOLS.pptx
A-Root-Cause-Analysis-TOOLS.pptxbabuvijayagopal
 
ANALYTICAL THINKING.pptx
ANALYTICAL THINKING.pptxANALYTICAL THINKING.pptx
ANALYTICAL THINKING.pptxTawanda Chisiri
 
Problem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMIProblem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMIAndrew Leong
 
Problem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMIProblem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMITQMI
 
Cause and effect diagrams
Cause and effect diagramsCause and effect diagrams
Cause and effect diagramsRonald Bartels
 
Brainstorm & Prioritize Solutions with a Workout
Brainstorm & Prioritize Solutions with a WorkoutBrainstorm & Prioritize Solutions with a Workout
Brainstorm & Prioritize Solutions with a WorkoutMatt Hansen
 
How can root cause analysis assist a business in its growth?
How can root cause analysis assist a business in its growth?How can root cause analysis assist a business in its growth?
How can root cause analysis assist a business in its growth?Kumar Satyam
 
Problem Management - Systematic Approach
Problem Management - Systematic ApproachProblem Management - Systematic Approach
Problem Management - Systematic ApproachYugi Achipireddygari
 
6.1 presentation 606
6.1 presentation 6066.1 presentation 606
6.1 presentation 606Scott Bohlin
 

Similar to Problem Resolution Using DMAIC with Matt Hansen at StatStuff (20)

8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx
8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx
8D Problem Solving WorksheetGroup NumberGroup Member Nam.docx
 
Building a Problem Statement with Matt Hansen at StatStuff
Building a Problem Statement with Matt Hansen at StatStuffBuilding a Problem Statement with Matt Hansen at StatStuff
Building a Problem Statement with Matt Hansen at StatStuff
 
Fishbone analysis
Fishbone analysisFishbone analysis
Fishbone analysis
 
The Necessity of the Measure Phase with Matt Hansen at StatStuff
The Necessity of the Measure Phase with Matt Hansen at StatStuffThe Necessity of the Measure Phase with Matt Hansen at StatStuff
The Necessity of the Measure Phase with Matt Hansen at StatStuff
 
Leadership Series #2 - Structured Approach to Problem Solving
Leadership Series #2 - Structured Approach to Problem SolvingLeadership Series #2 - Structured Approach to Problem Solving
Leadership Series #2 - Structured Approach to Problem Solving
 
Iaq paper
Iaq paperIaq paper
Iaq paper
 
problem_solving_-_pdca.ppt
problem_solving_-_pdca.pptproblem_solving_-_pdca.ppt
problem_solving_-_pdca.ppt
 
Problem solving use a fishbone diagram
Problem solving use a fishbone diagramProblem solving use a fishbone diagram
Problem solving use a fishbone diagram
 
problem_solving_-_pdca.ppt
problem_solving_-_pdca.pptproblem_solving_-_pdca.ppt
problem_solving_-_pdca.ppt
 
Project Management Practitioner: Problem Solving and Decision Making
Project Management Practitioner: Problem Solving and Decision MakingProject Management Practitioner: Problem Solving and Decision Making
Project Management Practitioner: Problem Solving and Decision Making
 
A-Root-Cause-Analysis-TOOLS.pptx
A-Root-Cause-Analysis-TOOLS.pptxA-Root-Cause-Analysis-TOOLS.pptx
A-Root-Cause-Analysis-TOOLS.pptx
 
ANALYTICAL THINKING.pptx
ANALYTICAL THINKING.pptxANALYTICAL THINKING.pptx
ANALYTICAL THINKING.pptx
 
Problem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMIProblem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMI
 
Problem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMIProblem Solving Tools and Techniques by TQMI
Problem Solving Tools and Techniques by TQMI
 
Cause and effect diagrams
Cause and effect diagramsCause and effect diagrams
Cause and effect diagrams
 
Brainstorm & Prioritize Solutions with a Workout
Brainstorm & Prioritize Solutions with a WorkoutBrainstorm & Prioritize Solutions with a Workout
Brainstorm & Prioritize Solutions with a Workout
 
How can root cause analysis assist a business in its growth?
How can root cause analysis assist a business in its growth?How can root cause analysis assist a business in its growth?
How can root cause analysis assist a business in its growth?
 
Problem Management - Systematic Approach
Problem Management - Systematic ApproachProblem Management - Systematic Approach
Problem Management - Systematic Approach
 
6.1 presentation 606
6.1 presentation 6066.1 presentation 606
6.1 presentation 606
 
Root-Cause-Analysis.pptx
Root-Cause-Analysis.pptxRoot-Cause-Analysis.pptx
Root-Cause-Analysis.pptx
 

More from Matt Hansen

Getting Feedback with a Plus/Delta Tool
Getting Feedback with a Plus/Delta ToolGetting Feedback with a Plus/Delta Tool
Getting Feedback with a Plus/Delta ToolMatt Hansen
 
Closing a Project
Closing a ProjectClosing a Project
Closing a ProjectMatt Hansen
 
Building a Control Plan
Building a Control PlanBuilding a Control Plan
Building a Control PlanMatt Hansen
 
Control Charts: Recalculating Control Limits
Control Charts: Recalculating Control LimitsControl Charts: Recalculating Control Limits
Control Charts: Recalculating Control LimitsMatt Hansen
 
Control Charts: U Chart
Control Charts: U ChartControl Charts: U Chart
Control Charts: U ChartMatt Hansen
 
Control Charts: P Chart
Control Charts: P ChartControl Charts: P Chart
Control Charts: P ChartMatt Hansen
 
Control Charts: Xbar-S Chart
Control Charts: Xbar-S ChartControl Charts: Xbar-S Chart
Control Charts: Xbar-S ChartMatt Hansen
 
Control Charts: I-MR Chart
Control Charts: I-MR ChartControl Charts: I-MR Chart
Control Charts: I-MR ChartMatt Hansen
 
Control Charts: Finding the Right Control Chart
Control Charts: Finding the Right Control ChartControl Charts: Finding the Right Control Chart
Control Charts: Finding the Right Control ChartMatt Hansen
 
Building a Scorecard
Building a ScorecardBuilding a Scorecard
Building a ScorecardMatt Hansen
 
Control Phase Roadmap (Level 3)
Control Phase Roadmap (Level 3)Control Phase Roadmap (Level 3)
Control Phase Roadmap (Level 3)Matt Hansen
 
Piloting Solutions: Build the Pilot Plan
Piloting Solutions: Build the Pilot PlanPiloting Solutions: Build the Pilot Plan
Piloting Solutions: Build the Pilot PlanMatt Hansen
 
Piloting Solutions: The Process
Piloting Solutions: The ProcessPiloting Solutions: The Process
Piloting Solutions: The ProcessMatt Hansen
 
Prioritize Solutions with an Impact Matrix
Prioritize Solutions with an Impact MatrixPrioritize Solutions with an Impact Matrix
Prioritize Solutions with an Impact MatrixMatt Hansen
 
Brainstorm Solutions with an Affinity Diagram
Brainstorm Solutions with an Affinity DiagramBrainstorm Solutions with an Affinity Diagram
Brainstorm Solutions with an Affinity DiagramMatt Hansen
 
Testing for Multicollinearity
Testing for MulticollinearityTesting for Multicollinearity
Testing for MulticollinearityMatt Hansen
 
Compiling Analysis Results
Compiling Analysis ResultsCompiling Analysis Results
Compiling Analysis ResultsMatt Hansen
 
Improve Phase Roadmap (Level 3)
Improve Phase Roadmap (Level 3)Improve Phase Roadmap (Level 3)
Improve Phase Roadmap (Level 3)Matt Hansen
 
Hypothesis Testing: Relationships (Compare 2+ Factors)
Hypothesis Testing: Relationships (Compare 2+ Factors)Hypothesis Testing: Relationships (Compare 2+ Factors)
Hypothesis Testing: Relationships (Compare 2+ Factors)Matt Hansen
 
Hypothesis Testing: Relationships (Compare 1:1)
Hypothesis Testing: Relationships (Compare 1:1)Hypothesis Testing: Relationships (Compare 1:1)
Hypothesis Testing: Relationships (Compare 1:1)Matt Hansen
 

More from Matt Hansen (20)

Getting Feedback with a Plus/Delta Tool
Getting Feedback with a Plus/Delta ToolGetting Feedback with a Plus/Delta Tool
Getting Feedback with a Plus/Delta Tool
 
Closing a Project
Closing a ProjectClosing a Project
Closing a Project
 
Building a Control Plan
Building a Control PlanBuilding a Control Plan
Building a Control Plan
 
Control Charts: Recalculating Control Limits
Control Charts: Recalculating Control LimitsControl Charts: Recalculating Control Limits
Control Charts: Recalculating Control Limits
 
Control Charts: U Chart
Control Charts: U ChartControl Charts: U Chart
Control Charts: U Chart
 
Control Charts: P Chart
Control Charts: P ChartControl Charts: P Chart
Control Charts: P Chart
 
Control Charts: Xbar-S Chart
Control Charts: Xbar-S ChartControl Charts: Xbar-S Chart
Control Charts: Xbar-S Chart
 
Control Charts: I-MR Chart
Control Charts: I-MR ChartControl Charts: I-MR Chart
Control Charts: I-MR Chart
 
Control Charts: Finding the Right Control Chart
Control Charts: Finding the Right Control ChartControl Charts: Finding the Right Control Chart
Control Charts: Finding the Right Control Chart
 
Building a Scorecard
Building a ScorecardBuilding a Scorecard
Building a Scorecard
 
Control Phase Roadmap (Level 3)
Control Phase Roadmap (Level 3)Control Phase Roadmap (Level 3)
Control Phase Roadmap (Level 3)
 
Piloting Solutions: Build the Pilot Plan
Piloting Solutions: Build the Pilot PlanPiloting Solutions: Build the Pilot Plan
Piloting Solutions: Build the Pilot Plan
 
Piloting Solutions: The Process
Piloting Solutions: The ProcessPiloting Solutions: The Process
Piloting Solutions: The Process
 
Prioritize Solutions with an Impact Matrix
Prioritize Solutions with an Impact MatrixPrioritize Solutions with an Impact Matrix
Prioritize Solutions with an Impact Matrix
 
Brainstorm Solutions with an Affinity Diagram
Brainstorm Solutions with an Affinity DiagramBrainstorm Solutions with an Affinity Diagram
Brainstorm Solutions with an Affinity Diagram
 
Testing for Multicollinearity
Testing for MulticollinearityTesting for Multicollinearity
Testing for Multicollinearity
 
Compiling Analysis Results
Compiling Analysis ResultsCompiling Analysis Results
Compiling Analysis Results
 
Improve Phase Roadmap (Level 3)
Improve Phase Roadmap (Level 3)Improve Phase Roadmap (Level 3)
Improve Phase Roadmap (Level 3)
 
Hypothesis Testing: Relationships (Compare 2+ Factors)
Hypothesis Testing: Relationships (Compare 2+ Factors)Hypothesis Testing: Relationships (Compare 2+ Factors)
Hypothesis Testing: Relationships (Compare 2+ Factors)
 
Hypothesis Testing: Relationships (Compare 1:1)
Hypothesis Testing: Relationships (Compare 1:1)Hypothesis Testing: Relationships (Compare 1:1)
Hypothesis Testing: Relationships (Compare 1:1)
 

Recently uploaded

FULL ENJOY - 9953040155 Call Girls in Chhatarpur | Delhi
FULL ENJOY - 9953040155 Call Girls in Chhatarpur | DelhiFULL ENJOY - 9953040155 Call Girls in Chhatarpur | Delhi
FULL ENJOY - 9953040155 Call Girls in Chhatarpur | DelhiMalviyaNagarCallGirl
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creationsnakalysalcedo61
 
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...lizamodels9
 
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadIslamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadAyesha Khan
 
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFCATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFOrient Homes
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst SummitHolger Mueller
 
Investment analysis and portfolio management
Investment analysis and portfolio managementInvestment analysis and portfolio management
Investment analysis and portfolio managementJunaidKhan750825
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
Vip Female Escorts Noida 9711199171 Greater Noida Escorts Service
Vip Female Escorts Noida 9711199171 Greater Noida Escorts ServiceVip Female Escorts Noida 9711199171 Greater Noida Escorts Service
Vip Female Escorts Noida 9711199171 Greater Noida Escorts Serviceankitnayak356677
 
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedLean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedKaiNexus
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth MarketingShawn Pang
 
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / NcrCall Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncrdollysharma2066
 
Catalogue ONG NUOC PPR DE NHAT .pdf
Catalogue ONG NUOC PPR DE NHAT      .pdfCatalogue ONG NUOC PPR DE NHAT      .pdf
Catalogue ONG NUOC PPR DE NHAT .pdfOrient Homes
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCRsoniya singh
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Roomdivyansh0kumar0
 

Recently uploaded (20)

FULL ENJOY - 9953040155 Call Girls in Chhatarpur | Delhi
FULL ENJOY - 9953040155 Call Girls in Chhatarpur | DelhiFULL ENJOY - 9953040155 Call Girls in Chhatarpur | Delhi
FULL ENJOY - 9953040155 Call Girls in Chhatarpur | Delhi
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creations
 
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
 
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadIslamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
 
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFCATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
 
Investment analysis and portfolio management
Investment analysis and portfolio managementInvestment analysis and portfolio management
Investment analysis and portfolio management
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
Best Practices for Implementing an External Recruiting Partnership
Best Practices for Implementing an External Recruiting PartnershipBest Practices for Implementing an External Recruiting Partnership
Best Practices for Implementing an External Recruiting Partnership
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
Vip Female Escorts Noida 9711199171 Greater Noida Escorts Service
Vip Female Escorts Noida 9711199171 Greater Noida Escorts ServiceVip Female Escorts Noida 9711199171 Greater Noida Escorts Service
Vip Female Escorts Noida 9711199171 Greater Noida Escorts Service
 
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCREnjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
 
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedLean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
 
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / NcrCall Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
 
Catalogue ONG NUOC PPR DE NHAT .pdf
Catalogue ONG NUOC PPR DE NHAT      .pdfCatalogue ONG NUOC PPR DE NHAT      .pdf
Catalogue ONG NUOC PPR DE NHAT .pdf
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Keshav Puram 🔝 Delhi NCR
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
 

Problem Resolution Using DMAIC with Matt Hansen at StatStuff

  • 1. Section & Lesson #: Pre-Requisite Lessons: Complex Tools + Clear Teaching = Powerful Results Problem Resolution using DMAIC Six Sigma-Overview – Lesson 1 A review of how the DMAIC methodology follows the typical steps we follow when trying to resolve a problem. Introductory #02 – Introduction to Lean and Six Sigma Introductory #03 – Lean and Six Sigma Project Methodologies Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
  • 2. Six Sigma is Problem Resolution o Six Sigma is best known as a formal methodology for resolving problems. • Practically, it’s a way we can increase confidence (lower risk) for critical business decisions. o Six Sigma methodology is built on the 5 basic steps of problem resolution: o Let’s review an example using the problem resolution steps. • Scenario: Doctor diagnoses and cures Matt’s daughter Hannah. • Based on this scenario, let’s explore the following:  What are the various roles and how do they apply to Six Sigma?  How does the problem resolution method apply to the Six Sigma methodology of DMAIC? 2 Understand the problem Gather reliable info Identify root cause Fix root cause Sustain Improvement Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
  • 3. Applying the Problem Resolution Method o Roles in Scenario: • Hannah = The business or process itself • Dad/Mom = Sponsor and/or Champion • Doctor = Six Sigma Black Belt o Method in Scenario: 3 Understand the problem Gather reliable info Identify root cause Fix root cause Sustain Improvement Ask questions = Build a problem statement clearly defining the pain. Take swab = Collect reliable information to test root cause. Run strep test = Apply statistical tools on collected data. Prescribe meds = Recommend an improvement to fix root cause. Take antibiotics = Implement improvement with Sponsor’s support. Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
  • 4. Translating Problem Resolution to Six Sigma o How does the problem resolution method compare to Six Sigma? • DMAIC is an acronym representing 5 phases for problem resolution using Six Sigma tools. o What if the root cause and improvement are unknown? • The doctor relied on prior analysis & testing to know the right root cause & improvement. • Six Sigma focuses on this analysis & testing when the root cause & improvement are unknown. 4 Understand the problem Gather reliable info Identify root cause Fix root cause Sustain Improvement Define Measure Analyze Improve Control • These are the most critical phases for applying Six Sigma tools. • In our example, the doctor was successful because she knew… • what info to collect and how to get it • how to test the info and interpret results • what pre-tested improvement will work Problem Resolution: Six Sigma DMAIC: Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher.
  • 5. Practical Application o Think of at least 3 different problems you recently resolved (either at home or work)? • For each of those problems, try to answer the following:  Define phase (understand the problem): – How would you define the problem? – What information helped you assess the size and severity of the problem?  Measure phase (gather reliable information): – What information did you collect in order to assess or measure the problem? – What assumptions did you make about the information you collected? – What if the information or your assumptions was wrong? How would that have affected the situation?  Analyze phase (identify root cause): – Did you determine what was the root cause? – How did you differentiate between a possible symptom and the actual root cause? – What information helped you confirm what was the root cause?  Improve phase (fix root cause): – What improvement did you make to fix the root cause? – Did you test the improvement to ensure it would truly fix the root cause? – What would have been the outcome if you implemented the improvement but found it didn’t fix the root cause?  Control phase (sustain improvement): – Has the root cause recurred? If so, why? – What measurements or controls have you put into place to prevent that root cause from recurring? Copyright © 2011-2019 by Matthew J. Hansen. All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted by any means (electronic, mechanical, photographic, photocopying, recording or otherwise) without prior permission in writing by the author and/or publisher. 5