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Section & Lesson #:
Pre-Requisite Lessons:
Complex Tools + Clear Teaching = Powerful Results
Define Phase Roadmap (Level 3)
Six Sigma-Define – Lesson 1
A deeper look into level 3 of the DMAIC roadmap that identifies critical
steps and tools for navigating a project through the Define phase.
Six Sigma Overview #05 – DMAIC Roadmap (Levels 1 & 2)
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.
DMAIC Roadmap (Level 1)
o Below is how these apply to the Six Sigma DMAIC project methodology
• Each phase of DMAIC has a high-level question that can be answered:
2
Six Sigma DMAIC Questions:
Do you understand the severity and scope
of the problem?
Do you know the potential root causes and
have enough reliable data to test them?
Can you statistically validate what are the
root causes?
Do you know what improvements will fix
the root causes and by how much?
Did the improvements successfully and
permanently resolve the original problem?
Understand
the problem
Gather
reliable info
Identify
root cause
Fix
root cause
Sustain
Improvement
Define
Measure
Analyze
Improve
Control
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.
DMAIC Roadmap (Level 2)
o The DMAIC roadmap can be followed in detail by asking 3 or 4 questions per phase.
• The recommended tools/resources are identified that may help answer those questions.
3
Tool/Resource
CTQ Drilldown, Problem Statement, Project Scope,
Project Financial Savings, Pre-Assessment
(Min/Max Analysis)
Stakeholder Analysis (ARMI), Buy-In/Sponsorship
(CAP model)
High-level Process Map, SIPOC
Project Charter, Project Storyboard
OUTPUTS:
Can you clearly define the problem and its potential impact to the
organization?
Do you have a team that agrees with the project focus?
Do you understand the high-level process related to the problem?
Do you have a method for communicating the project information?
Question Levels 1 to 2
Define
Do you fully understand the severity and scope of the problem?
Project Storyboard, Charter, CTQ Drilldown, ARMI, SIPOC, High-Level Process Map, and Benefits Pre-Assessment.
Project Y (output)
Voice of Customer (VOC), Operational Definitions
C&E Diagram, 5 Whys, C&E Matrix, Data Collection
Plan (DCP), Sample Size Calculator, Short/Long
Term Data
Measurement System Analysis (MSA)
OUTPUTS:
Do you know if your collected data is accurate, repeatable and
reproducible?
Do you know what metric reflects the output described by the
problem statement?
Do you know how to define defects in the process and/or outputs?
Do you have enough data measuring the Y and potential inputs (Xs)?
Measure
Do you know the potential root causes (inputs or Xs) and have enough reliable data to test them?
Updated Project Storyboard, Definition of the VOC, Y & Xs, and a reliable and relatively complete dataset.
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.
DMAIC Roadmap (Level 2) – cont’d
o Below is the continuation of the detailed questions for the last 3 phases of DMAIC:
4
Tool/Resource
Descriptive Statistics, I-MR chart, Normality Plot
(AD test), Process Capability (with six pack)
Performance Objectives
Hypothesis Testing
OUTPUTS:
Do you know what the process capability is (a.k.a. Voice of Process or
VOP)?
Do you know what the target sigma level or performance objectives
are for the project?
Analyze
Can you statistically validate what are the root causes (inputs or Xs)?
Updated Project Storyboard, key process capability metrics, and hypothesis testing results.
Have you done hypothesis testing to identify which potential Xs are
statistically significant?
Question Levels 1 to 2
Compiling Statistical Test Results, Transfer
Function
Brainstorming Solutions, Impact Matrix (PICK
chart), FMEA
Pilot/Implementation Plan, Pilot Duration,
Scorecard, MSA
OUTPUTS:
Do you know which potential Xs are independent and statistically
significant?
Do you know what improvements can be made to fix the root causes
(inputs or Xs)?
Did you pilot the improvements and get successful results?
Improve
Do you know what improvements will fix the root causes (inputs or Xs) and by how much?
Updated Project Storyboard, list of improvements, data/charts (e.g., scorecard) validating success of the pilot.
FMEA, Pilot/Implementation Plan, Scorecard, MSA
Control Charts
SOPs, Control Plan
Project Closure, Sponsorship
OUTPUTS:
Control
Did the improvements successfully and permanently resolve the original problem?
Updated final project storyboard, control plan, SOP, agreement from entire team that the project is complete.
Did you fully transfer control and responsibility of the improvements
to the process owner?
Did you implement the improvements?
Are the improvements successfully meeting expected results
(sustained and in control)?
Does the team (including the Sponsor & Champion) agree the project
is complete?
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.
Define Phase Roadmap (Level 3)
o The DMAIC roadmap can be drilled down even deeper to a 3rd level for each phase.
• Level 3 questions can guide someone to the specific tool(s) for navigating a project or initiative.
5
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.
Tool/Resource
Can you clearly define the problem and its potential impact to the organization?
Can you align the problem to a corporate CTQ? CTQ Drilldown
Can you clearly & succinctly define the pain point being felt in the organization? Problem Statement
Do you have a clear and reasonable scope for focusing the project? Project Scope
Do you know what are the potential project benefits for the project? Project Financial Savings
Are the minimum (worst case) and/or maximum (best case) potential benefits worth continuing
with the project?
Pre-Assessment (e.g. a Min/Max
Analysis)
Do you have a team that agrees with the project focus?
Do you know who is on the team and what role they all play? Stakeholder Analysis (ARMI)
Does each person on the team agree with the problem definition and scope? Buy-in/Sponsorship (CAP model)
Do you understand the high-level process related to the problem?
Do you know what the primary steps are within the process and the inputs that feed into it? High-level Process Map
Do you know who the suppliers & customers are for the process? SIPOC
Do you have a method for communicating the project information?
Do you have a project charter? Project Charter
Do you have a project storyboard? Project Storyboard
OUTPUTS:
Define
Do you fully understand the severity and scope of the problem?
Project Storyboard, Project Charter, CTQ Drilldown, ARMI, SIPOC, High-Level Process Map, and Project Benefits Pre-Assessment
Question Levels 1 to 3
Practical Application
o Identify at least 2 projects you led or worked on in the past.
• For each project, review all the questions in the Define phase level 3 roadmap.
 What questions and related tools/resources were not addressed in the project?
 Why were they not addressed?
 What different outcome or results could’ve been realized if they were addressed in the project?
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.
6

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Define Phase Roadmap (Level 3) with Matt Hansen at StatStuff

  • 1. Section & Lesson #: Pre-Requisite Lessons: Complex Tools + Clear Teaching = Powerful Results Define Phase Roadmap (Level 3) Six Sigma-Define – Lesson 1 A deeper look into level 3 of the DMAIC roadmap that identifies critical steps and tools for navigating a project through the Define phase. Six Sigma Overview #05 – DMAIC Roadmap (Levels 1 & 2) 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. DMAIC Roadmap (Level 1) o Below is how these apply to the Six Sigma DMAIC project methodology • Each phase of DMAIC has a high-level question that can be answered: 2 Six Sigma DMAIC Questions: Do you understand the severity and scope of the problem? Do you know the potential root causes and have enough reliable data to test them? Can you statistically validate what are the root causes? Do you know what improvements will fix the root causes and by how much? Did the improvements successfully and permanently resolve the original problem? Understand the problem Gather reliable info Identify root cause Fix root cause Sustain Improvement Define Measure Analyze Improve Control 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.
  • 3. DMAIC Roadmap (Level 2) o The DMAIC roadmap can be followed in detail by asking 3 or 4 questions per phase. • The recommended tools/resources are identified that may help answer those questions. 3 Tool/Resource CTQ Drilldown, Problem Statement, Project Scope, Project Financial Savings, Pre-Assessment (Min/Max Analysis) Stakeholder Analysis (ARMI), Buy-In/Sponsorship (CAP model) High-level Process Map, SIPOC Project Charter, Project Storyboard OUTPUTS: Can you clearly define the problem and its potential impact to the organization? Do you have a team that agrees with the project focus? Do you understand the high-level process related to the problem? Do you have a method for communicating the project information? Question Levels 1 to 2 Define Do you fully understand the severity and scope of the problem? Project Storyboard, Charter, CTQ Drilldown, ARMI, SIPOC, High-Level Process Map, and Benefits Pre-Assessment. Project Y (output) Voice of Customer (VOC), Operational Definitions C&E Diagram, 5 Whys, C&E Matrix, Data Collection Plan (DCP), Sample Size Calculator, Short/Long Term Data Measurement System Analysis (MSA) OUTPUTS: Do you know if your collected data is accurate, repeatable and reproducible? Do you know what metric reflects the output described by the problem statement? Do you know how to define defects in the process and/or outputs? Do you have enough data measuring the Y and potential inputs (Xs)? Measure Do you know the potential root causes (inputs or Xs) and have enough reliable data to test them? Updated Project Storyboard, Definition of the VOC, Y & Xs, and a reliable and relatively complete dataset. 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. DMAIC Roadmap (Level 2) – cont’d o Below is the continuation of the detailed questions for the last 3 phases of DMAIC: 4 Tool/Resource Descriptive Statistics, I-MR chart, Normality Plot (AD test), Process Capability (with six pack) Performance Objectives Hypothesis Testing OUTPUTS: Do you know what the process capability is (a.k.a. Voice of Process or VOP)? Do you know what the target sigma level or performance objectives are for the project? Analyze Can you statistically validate what are the root causes (inputs or Xs)? Updated Project Storyboard, key process capability metrics, and hypothesis testing results. Have you done hypothesis testing to identify which potential Xs are statistically significant? Question Levels 1 to 2 Compiling Statistical Test Results, Transfer Function Brainstorming Solutions, Impact Matrix (PICK chart), FMEA Pilot/Implementation Plan, Pilot Duration, Scorecard, MSA OUTPUTS: Do you know which potential Xs are independent and statistically significant? Do you know what improvements can be made to fix the root causes (inputs or Xs)? Did you pilot the improvements and get successful results? Improve Do you know what improvements will fix the root causes (inputs or Xs) and by how much? Updated Project Storyboard, list of improvements, data/charts (e.g., scorecard) validating success of the pilot. FMEA, Pilot/Implementation Plan, Scorecard, MSA Control Charts SOPs, Control Plan Project Closure, Sponsorship OUTPUTS: Control Did the improvements successfully and permanently resolve the original problem? Updated final project storyboard, control plan, SOP, agreement from entire team that the project is complete. Did you fully transfer control and responsibility of the improvements to the process owner? Did you implement the improvements? Are the improvements successfully meeting expected results (sustained and in control)? Does the team (including the Sponsor & Champion) agree the project is complete? 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. Define Phase Roadmap (Level 3) o The DMAIC roadmap can be drilled down even deeper to a 3rd level for each phase. • Level 3 questions can guide someone to the specific tool(s) for navigating a project or initiative. 5 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. Tool/Resource Can you clearly define the problem and its potential impact to the organization? Can you align the problem to a corporate CTQ? CTQ Drilldown Can you clearly & succinctly define the pain point being felt in the organization? Problem Statement Do you have a clear and reasonable scope for focusing the project? Project Scope Do you know what are the potential project benefits for the project? Project Financial Savings Are the minimum (worst case) and/or maximum (best case) potential benefits worth continuing with the project? Pre-Assessment (e.g. a Min/Max Analysis) Do you have a team that agrees with the project focus? Do you know who is on the team and what role they all play? Stakeholder Analysis (ARMI) Does each person on the team agree with the problem definition and scope? Buy-in/Sponsorship (CAP model) Do you understand the high-level process related to the problem? Do you know what the primary steps are within the process and the inputs that feed into it? High-level Process Map Do you know who the suppliers & customers are for the process? SIPOC Do you have a method for communicating the project information? Do you have a project charter? Project Charter Do you have a project storyboard? Project Storyboard OUTPUTS: Define Do you fully understand the severity and scope of the problem? Project Storyboard, Project Charter, CTQ Drilldown, ARMI, SIPOC, High-Level Process Map, and Project Benefits Pre-Assessment Question Levels 1 to 3
  • 6. Practical Application o Identify at least 2 projects you led or worked on in the past. • For each project, review all the questions in the Define phase level 3 roadmap.  What questions and related tools/resources were not addressed in the project?  Why were they not addressed?  What different outcome or results could’ve been realized if they were addressed in the project? 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. 6