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4/14/2011
1
A Family Secret: “The Un-
balanced Ishikawa Diagram”
Christopher Vallee
TapRooT® (System Improvements, Inc.)
2011 World Conference on Quality and
Improvement
Session M08
Objectives: Learn and have fun
1. Recognize that the limitations of the Ishikawa
(Fishbone) Diagram come from its users …
by that I mean us!
2. Learn ways to overcome the limitations that
we can use today after this lecture
3. Stop solving problems before we have the
facts
4/14/2011
2
Agenda: Learn and have fun
1. Review the secret and a few bad examples
2. Review the general guidelines that we all
learned and identify the current gaps in our
use
3. Learn some perspectives that you can use
today to standardize the process
4. See an alternative industry best practice
5. Questions and Answers
The Secret?
• Unbalanced “Completed” Ishikawa Diagrams
• Starving bone branches visible… other bones
well fed
• Starts with a blank tool and premature
problem scope
• An incomplete problem analysis
• Teach, use it and know this but never talk
about it
4/14/2011
3
A website training example…
note: same type of training I received from another company
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
A website training example…
note: same type of training I received from another company
7 13
6
3
4
20
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
4/14/2011
4
Is it just a training example? No
Reducing
Process
Wire Loss
Is it just a Training Example? No
Reduce
Package
Handling
Defects
4/14/2011
5
Your Example?
Let’s share a few
examples from our own
Repertoire.
Just a Training Example? No
Where did the tool go wrong?
We might say that the wrong family of P’s, M’s or
other Evolved Family Categories were selected for
the industry being analyzed.
Quiz Time (Write Down your Answers; no looking around ☺)
1. What are the 4 M’s?
2. What are the 6 M’s?
3. What are the 8 P’s?
4. What are the 4 S’s?
5. What do you normally use?
4/14/2011
6
Were you close? Was I close?
1. 4 M’s: Machine, Method, Material, Man Power
2. 6 M’s: Machine, Method, Material, Man Power,
Money, Milieu (Environment)
3. 8 P’s: Product, Price, Place, Promotion, People,
Process, Physical Evidence, Productivity, and
Quality
4. 4 S’s: Surroundings, Suppliers, Systems, Skills
Where did the tool go wrong?
Quiz Time (A Group Discussion)
1. What goes under the “People” Category?
2. What goes under the “Method” Category?
Now a test on something we should all agree
on…
Point North with your left finger
4/14/2011
7
Where did we go wrong?
The Fishbone Diagram does not “go
wrong”…….
It starts out as a skeleton with no assumptions
or different frames of reference.
We as the Quality Improvement Facilitators
introduce the variability!
“Path and source of the variability”
It starts with the
Motivated Broke-
Fixer… Also known
as Quality
Assurance!
After all, you have to
be motivated to do
this job or just crazy!
4/14/2011
8
Curse of the Motivated Broke-Fixer
• Motivated to fix the problem…
• Takes Charge (no one else would)…
• Often recognized as the “fire fighter”…
• Fix is sometimes never implemented, short
lived or things get worse…
• Rest of the world says Quality Improvement
tools just do not work….
• Many Bosses yell at you….
• No more motivation to broke-fix or fix
anything!
“Path and source of the variability”
note: same type of training I received from another company
1. When to Use a Fishbone Diagram
• When identifying possible causes for a
problem
• Especially when a team’s thinking tends to
fall into ruts.
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
4/14/2011
9
2. How to do make a Fishbone Diagram
• Agree on a problem statement (effect).
• Write it at the center right of the flipchart
or whiteboard.
• Draw a box around it and draw a
horizontal arrow running to it.
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
“Path and source of the variability”
note: same type of training I received from another company
3. Brainstorm the major categories of
causes of the problem.
• If this is difficult use generic headings:
–Methods, Machines (equipment), People
(manpower), Materials, Measurement,
Environment
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
“Path and source of the variability”
note: same type of training I received from another company
4/14/2011
10
4. As each idea is given, the facilitator
writes it as a branch from the
appropriate category.
• Again ask “why does this happen?” about each
cause.
• Write sub-causes branching off the causes.
Continue to ask “Why?” and generate deeper
levels of causes. Layers of branches indicate
causal relationships.
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
“Path and source of the variability”
note: same type of training I received from another company
Starting to see the Variability Source?
note: same type of training I received from another company
“Why does this happen?”
STOP… STOP... STOP… STOP… STOP… STOP
It is not how many Why’s you ask, but what you ask.
4/14/2011
11
Robust Root Causes/ Absent Best Practices
(Assumptions and “Best Guesses Need Not Apply)
• Who are the best problem solvers in the world?
• As problem solvers get more experience they
filter out what type of evidence to get to the true
problem?
• What happens when we brainstorm based on our
experience and frame of reference only?
What we have essentially done at this point
is fill in the blanks with our own frames of
reference…….
Sort of like giving everyone a blank ruler and
saying, “fill in your own notches and
numbers.”
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
“Path and source of the variability”
note: same type of training I received from another company
4/14/2011
12
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
Reduce
Package
Handling
“Path and source of the variability”
note: same type of training I received from another company
http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
Reduce
Package
Handling
We would not pass a
Measurement System Analysis
with our own tools.
“Path and source of the variability”
note: same type of training I received from another company
4/14/2011
13
1. Understand what really happened the day the
incident or defect occurred. (can not be done in
a Brainstorming Session).
2. Note: The original Fishbone Guidelines stated
to go investigate areas that we were not familiar
with, not ignore them.
3. Standardize the Fishbone Tool with set
definitions.
4. Force Improvement Facilitators to use more
than just their experience to troubleshoot the
defect.
There is still hope! How?
Observe and Map out the task or
process that needs to be analyzed
(Reactively or better yet, Proactively
before an Incident or Defect.)
Before you even start a Fishbone
Step 1: GOAL – Go Out And Look
(Brainstorming not allowed)
4/14/2011
14
Good, bad or ugly certain behaviors have to come
together to allow an Incident/Defect to occur or to
increase the probability of one to occur….
These ARE NOT ROOT CAUSES!
Before you even start a Fishbone
Step 2: Identify Equipment, People or
Process Behaviors (Brainstorming not
allowed)
Before you even start a Fishbone
Step 3: Determine a Standardized Set of
Fishbone Categories that can be used for all
industries and process (some suggestions
below)
Procedures Training
Work Direction Communications
Quality Control Human Engineering
Management Systems
4/14/2011
15
Starting a Fishbone
Step 4: Start your Fishbone Analysis looking
at only one behavior in question at a time.
NOT the larger defect!
For Example:
Lathe Operator used the incorrect
speed setting which caused the part
to overheat
Starting a Fishbone
Step 5: Have your expert for each category
ask detailed questions about the behavior in
question.
Procedures Training
Work Direction Communications
Quality Control Human Engineering
Management Systems
4/14/2011
16
Show of Hands in this Room
Who is an expert in each of the specific
categories?
Procedures Training
Work Direction Communications
Quality Control Human Engineering
Management Systems
Nobody raised their hand for all
categories; what now?
At this point, what have we accomplished?
1. Identified our limitations in the current use
of the Fishbone Diagram.
2. Started an analysis process based on
facts not assumptions or brainstorming
using GOAL.
3. Set Standardized Fishbone Category list
that can fit any process or industry.
Just these items alone can improve your
process immensely.
4/14/2011
17
Taking the Fishbone to the next level
…. A look at a multi-industry investigative
analysis tool that I integrate with my
previous quality training today.
Action 1 Action 3Action 2 IncidentError
You must clearly understand the sequence
of events that lead to an incident or defect.
TapRooT® Root Cause Analysis
What Happened? (The same as GOAL)
4/14/2011
18
What is a
Root Cause?
TapRooT® Root Cause Analysis
How an Error Causes an Incident or Defect
Hazard Target
Failed Safeguard
Error (Causal Factor)
Specific Root Causes
Generic Root Causes
TapRooT® Root Cause Analysis
Implementing good practices can stop or reduce error:
Good Procedures Good Training
Good Work Direction Good Communications
Good QC Good Human Engineering
Good Management Systems
The absence of best practices/EXPERTS leads to
human, equipment or process error.
Let’s look at the
TapRooT® model
for Procedures
4/14/2011
19
TapRooT® Root Cause Analysis
Definition of "Root Cause"
A Root Cause is the absence of best
practices or the failure to apply
knowledge that would have prevented
the problem.
TapRooT® Root Cause Analysis
Should Guide the Investigator just like any
other examining/measuring tool…
Successfully tested ideas:
1.Tree "Branching" Format…
2.Expert System to Guide Analysis…
3.Definitions in Dictionary…
4/14/2011
20
TapRooT® Root Cause Analysis
Result - A Root Cause Expert System
TapRooT® Root Cause Tree®
TapRooT® Root Cause Analysis
Result - A Root Cause Expert System
Question and Answers Session
4/14/2011
21
Take Home and Action Plan
No more Quality Family Secrets…
1. Share our lessons learned
2. Go Out And Look (GOAL) before we
troubleshoot
3. Dig into areas where there are fish bones
with nothing on them
4. Invite the missing experts to the table
when performing root cause analysis

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GOOD RCA and the Family Secret: “The Un- balanced Ishikawa Diagram

  • 1. 4/14/2011 1 A Family Secret: “The Un- balanced Ishikawa Diagram” Christopher Vallee TapRooT® (System Improvements, Inc.) 2011 World Conference on Quality and Improvement Session M08 Objectives: Learn and have fun 1. Recognize that the limitations of the Ishikawa (Fishbone) Diagram come from its users … by that I mean us! 2. Learn ways to overcome the limitations that we can use today after this lecture 3. Stop solving problems before we have the facts
  • 2. 4/14/2011 2 Agenda: Learn and have fun 1. Review the secret and a few bad examples 2. Review the general guidelines that we all learned and identify the current gaps in our use 3. Learn some perspectives that you can use today to standardize the process 4. See an alternative industry best practice 5. Questions and Answers The Secret? • Unbalanced “Completed” Ishikawa Diagrams • Starving bone branches visible… other bones well fed • Starts with a blank tool and premature problem scope • An incomplete problem analysis • Teach, use it and know this but never talk about it
  • 3. 4/14/2011 3 A website training example… note: same type of training I received from another company http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html A website training example… note: same type of training I received from another company 7 13 6 3 4 20 http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
  • 4. 4/14/2011 4 Is it just a training example? No Reducing Process Wire Loss Is it just a Training Example? No Reduce Package Handling Defects
  • 5. 4/14/2011 5 Your Example? Let’s share a few examples from our own Repertoire. Just a Training Example? No Where did the tool go wrong? We might say that the wrong family of P’s, M’s or other Evolved Family Categories were selected for the industry being analyzed. Quiz Time (Write Down your Answers; no looking around ☺) 1. What are the 4 M’s? 2. What are the 6 M’s? 3. What are the 8 P’s? 4. What are the 4 S’s? 5. What do you normally use?
  • 6. 4/14/2011 6 Were you close? Was I close? 1. 4 M’s: Machine, Method, Material, Man Power 2. 6 M’s: Machine, Method, Material, Man Power, Money, Milieu (Environment) 3. 8 P’s: Product, Price, Place, Promotion, People, Process, Physical Evidence, Productivity, and Quality 4. 4 S’s: Surroundings, Suppliers, Systems, Skills Where did the tool go wrong? Quiz Time (A Group Discussion) 1. What goes under the “People” Category? 2. What goes under the “Method” Category? Now a test on something we should all agree on… Point North with your left finger
  • 7. 4/14/2011 7 Where did we go wrong? The Fishbone Diagram does not “go wrong”……. It starts out as a skeleton with no assumptions or different frames of reference. We as the Quality Improvement Facilitators introduce the variability! “Path and source of the variability” It starts with the Motivated Broke- Fixer… Also known as Quality Assurance! After all, you have to be motivated to do this job or just crazy!
  • 8. 4/14/2011 8 Curse of the Motivated Broke-Fixer • Motivated to fix the problem… • Takes Charge (no one else would)… • Often recognized as the “fire fighter”… • Fix is sometimes never implemented, short lived or things get worse… • Rest of the world says Quality Improvement tools just do not work…. • Many Bosses yell at you…. • No more motivation to broke-fix or fix anything! “Path and source of the variability” note: same type of training I received from another company 1. When to Use a Fishbone Diagram • When identifying possible causes for a problem • Especially when a team’s thinking tends to fall into ruts. http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
  • 9. 4/14/2011 9 2. How to do make a Fishbone Diagram • Agree on a problem statement (effect). • Write it at the center right of the flipchart or whiteboard. • Draw a box around it and draw a horizontal arrow running to it. http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html “Path and source of the variability” note: same type of training I received from another company 3. Brainstorm the major categories of causes of the problem. • If this is difficult use generic headings: –Methods, Machines (equipment), People (manpower), Materials, Measurement, Environment http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html “Path and source of the variability” note: same type of training I received from another company
  • 10. 4/14/2011 10 4. As each idea is given, the facilitator writes it as a branch from the appropriate category. • Again ask “why does this happen?” about each cause. • Write sub-causes branching off the causes. Continue to ask “Why?” and generate deeper levels of causes. Layers of branches indicate causal relationships. http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html “Path and source of the variability” note: same type of training I received from another company Starting to see the Variability Source? note: same type of training I received from another company “Why does this happen?” STOP… STOP... STOP… STOP… STOP… STOP It is not how many Why’s you ask, but what you ask.
  • 11. 4/14/2011 11 Robust Root Causes/ Absent Best Practices (Assumptions and “Best Guesses Need Not Apply) • Who are the best problem solvers in the world? • As problem solvers get more experience they filter out what type of evidence to get to the true problem? • What happens when we brainstorm based on our experience and frame of reference only? What we have essentially done at this point is fill in the blanks with our own frames of reference……. Sort of like giving everyone a blank ruler and saying, “fill in your own notches and numbers.” http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html “Path and source of the variability” note: same type of training I received from another company
  • 12. 4/14/2011 12 http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html Reduce Package Handling “Path and source of the variability” note: same type of training I received from another company http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html Reduce Package Handling We would not pass a Measurement System Analysis with our own tools. “Path and source of the variability” note: same type of training I received from another company
  • 13. 4/14/2011 13 1. Understand what really happened the day the incident or defect occurred. (can not be done in a Brainstorming Session). 2. Note: The original Fishbone Guidelines stated to go investigate areas that we were not familiar with, not ignore them. 3. Standardize the Fishbone Tool with set definitions. 4. Force Improvement Facilitators to use more than just their experience to troubleshoot the defect. There is still hope! How? Observe and Map out the task or process that needs to be analyzed (Reactively or better yet, Proactively before an Incident or Defect.) Before you even start a Fishbone Step 1: GOAL – Go Out And Look (Brainstorming not allowed)
  • 14. 4/14/2011 14 Good, bad or ugly certain behaviors have to come together to allow an Incident/Defect to occur or to increase the probability of one to occur…. These ARE NOT ROOT CAUSES! Before you even start a Fishbone Step 2: Identify Equipment, People or Process Behaviors (Brainstorming not allowed) Before you even start a Fishbone Step 3: Determine a Standardized Set of Fishbone Categories that can be used for all industries and process (some suggestions below) Procedures Training Work Direction Communications Quality Control Human Engineering Management Systems
  • 15. 4/14/2011 15 Starting a Fishbone Step 4: Start your Fishbone Analysis looking at only one behavior in question at a time. NOT the larger defect! For Example: Lathe Operator used the incorrect speed setting which caused the part to overheat Starting a Fishbone Step 5: Have your expert for each category ask detailed questions about the behavior in question. Procedures Training Work Direction Communications Quality Control Human Engineering Management Systems
  • 16. 4/14/2011 16 Show of Hands in this Room Who is an expert in each of the specific categories? Procedures Training Work Direction Communications Quality Control Human Engineering Management Systems Nobody raised their hand for all categories; what now? At this point, what have we accomplished? 1. Identified our limitations in the current use of the Fishbone Diagram. 2. Started an analysis process based on facts not assumptions or brainstorming using GOAL. 3. Set Standardized Fishbone Category list that can fit any process or industry. Just these items alone can improve your process immensely.
  • 17. 4/14/2011 17 Taking the Fishbone to the next level …. A look at a multi-industry investigative analysis tool that I integrate with my previous quality training today. Action 1 Action 3Action 2 IncidentError You must clearly understand the sequence of events that lead to an incident or defect. TapRooT® Root Cause Analysis What Happened? (The same as GOAL)
  • 18. 4/14/2011 18 What is a Root Cause? TapRooT® Root Cause Analysis How an Error Causes an Incident or Defect Hazard Target Failed Safeguard Error (Causal Factor) Specific Root Causes Generic Root Causes TapRooT® Root Cause Analysis Implementing good practices can stop or reduce error: Good Procedures Good Training Good Work Direction Good Communications Good QC Good Human Engineering Good Management Systems The absence of best practices/EXPERTS leads to human, equipment or process error. Let’s look at the TapRooT® model for Procedures
  • 19. 4/14/2011 19 TapRooT® Root Cause Analysis Definition of "Root Cause" A Root Cause is the absence of best practices or the failure to apply knowledge that would have prevented the problem. TapRooT® Root Cause Analysis Should Guide the Investigator just like any other examining/measuring tool… Successfully tested ideas: 1.Tree "Branching" Format… 2.Expert System to Guide Analysis… 3.Definitions in Dictionary…
  • 20. 4/14/2011 20 TapRooT® Root Cause Analysis Result - A Root Cause Expert System TapRooT® Root Cause Tree® TapRooT® Root Cause Analysis Result - A Root Cause Expert System Question and Answers Session
  • 21. 4/14/2011 21 Take Home and Action Plan No more Quality Family Secrets… 1. Share our lessons learned 2. Go Out And Look (GOAL) before we troubleshoot 3. Dig into areas where there are fish bones with nothing on them 4. Invite the missing experts to the table when performing root cause analysis