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8/6/2019 RCA 3 Hours v6
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Root Cause AnalysisTraining Module
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Lets Introduce !
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Root cause analysis (RCA)…
“…is a class of problem solving methodsaimed at identifying the root causes of
problems or events.”
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Root Cause Analysis
S y m p
t o m s
S y m p t o m s
Symptoms
S y m p t o m s
S y m p t o m s
Root Cause
S y m p t o
m s
Symptoms
The idea is to attack the root cause rather than
playing around with the symptoms of the problem…!
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RCA: The Need
Stepping directly into the solution after you encounter aproblem is not the correct way of solving it.
It leads to erroneous conclusions and the problemreoccurs in future.
The right way to solve a problem is to find the root
cause of it and then implement controls in the processto its recurrence in future.
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Root Cause Analysis: The Methodology
An action to eliminate the
detected problem
1. Determine what happened and fix the Defect
2. Determine why it happened
3. Figure out what to do to reduce the likelihood that it will happen again
A Problem is defined
the ill‐effect on the
output of a process
Fundamental cause that results
in ‘Problem’ in the output
An action to eliminate the cause
of the problem at hand
The new State Process which is
now free from the problem
identified in Step 1
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Determine what happened
Defining the problem and fixing the defect!
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Determine what happened
What is a Problem?
A Problem could be defined as a gap between actual and
the expected level of performance.
The problem should be treated as an opportunity forprocess improvement.
The first step while doing a process root cause analysis isidentifying the Problem at hand.
This requires a vivid documentation of the problem andsetting the scope for the analysis.
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Determine what happened
Determining what happened typically leads to answeringthe following questions:
– What do you see happening?
– What are the specific symptoms?
– How long has the problem existed?
– What is the impact of the problem?
Defining the problem involves drafting a formal ‘ProblemStatement’ in place!
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Determine why did it happen
Finding possible root causes
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Determine why did it happen
This stage involves drilling down on the problem till wereach the root cause of it.
The typical questions to be answered here are:– What conditions allow the problem to occur?
– What other problems surround the occurrence of the central
problem?
– Why does the causal factor exist?
– What is the real reason the problem occurred?
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Determine why did it happen
The typical tools used for this stage are:
– The 5 Why technique
A question-asking method used to explore the cause/effect relationships
underlying a particular problem.
– Cause & Effect Diagram
diagrams that show the causes of a certain event.
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The 5-Why Technique
The 5-Why technique:
– The 5 Whys is a simple problem-solving technique that helps
users to get to the root of the problem quickly.
– The standard rule of thumb is that if you ask why 5 times you willusually get to the root cause of the problem
W h y ? W h y ?
W h y ? W h y ?
W h y ? W h y ?
W h y ? W h y ?
W h y ? W h y ?
P r o b l e
m P r o
b l e m
R o o t C a u s e R o o t C a u s e
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The 5-Why Technique
The five why is a team activity.
Call in all people associated with the process.
Brainstorm for the root cause of the problem.
Remember: No idea is a bad idea!
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The 5-Why Technique: Example
Why is our client, ABC Corp., unhappy?
– Because we did not deliver our services when we said we would.
Why were we unable to meet the agreed-upon timeline or schedulefor delivery?
– The job took much longer than we thought it would.
Why did it take so much longer?
– Because we underestimated the complexity of the job.
Why did we underestimate the complexity of the job?
– Because we made a quick estimate of the time needed to complete it, and
did not list the individual stages needed to complete the project.
Why didn't we do this?
– Because we were running behind on other projects. We clearly need to
review our time estimation and specification procedures.
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Remember:
It is important to reach to the root cause
of the problem and not to stick to the
symptoms!!!
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Cause & Effect Diagram
A Cause and Effect diagram (also known as a Fishbone or
Ishikawa diagram) graphically illustrates the results of the analysis and is constructed in steps.
Cause and Effect Analysis is a technique for identifying ALL the
possible causes associated with a particular problem.
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Cause & Effect Diagram
Cause-and-effect diagrams are designed to:
Stimulate thinking during a brainstorm of potential causes
Provide a structure to understand the relationships betweenmany possible causes of a problem
Give people a framework for planning what data to collect
Serve as a visual display of causes that have been studied
Help team members communicate within the team and with the
rest of the organization
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Cause & Effect Diagram
Effect
Mother Nature
Measurements
Methods
Material
Machines
People
Cause-and-Effect Di agram
This categorygroups root
causesrelated to
tools used toexecute the
process
This categorygroups root
causes related toinformation andforms needed to
execute theprocess
This categorygroups root
causes related toour work
environment,
marketconditions, and
regulatory issues
This categorygroups root
causes relatedto the processmeasurement
This categorygroups root
causes relatedpeople andorganizations
This categorygroups root
causes relatedto procedures,
hand-offs, input
output issues
Place the effect at the head of the “fish” Include the 6 recommended categories shown
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Identifying Root Causes
Some Guidelines
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Sources of Variation - Machine
Types of Questions that may be Asked
How old is the tools & knowledge base?
Is it maintained regularly?
Is the tool affected by various performance factors?
How does the operator know if the tool is operating correctly?
Is statistical analysis used to verify the capability of the tool?
What adjustments must the operator make during the process?
Have any changes been made recently in the process?
Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
Categories
Machine
Material
Mother Nature
Measure
Method
People
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Sources of Variation - Material
Types of Questions that may be Asked
How is the output produced?
How is the output verified?
How old is the KB ?
How is quality judged prior to your operation?
What is the level of quality?
How is the output dispatched?
Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
Categories
Machine
Material
Mother Nature
Measure
Method
People
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Sources of Variation – Mother Nature
Types of Questions that may be Asked
How are environmental conditions monitored?
How are environmental conditions controlled?
How is the environment control measuring equipmentcalibrated?
Are there changes in conditions at different times of the day?
How does environmental change impact the processes beingused?
How does environmental change impact the materials beingused?
Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
Categories
Machine
Material
Mother Nature
Measure
Method
People
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Sources of Variation – Measurement System
Types of Questions that may be Asked
How frequently are O/p inspected?
How is the measuring equipment calibrated?
Are all O/p measured using the same tools or equipment?
How are inspection results recorded?
Do inspectors follow the same procedures? (Is there a set of
standards?)
Do inspectors know how to use the test equipment?
Categories
Machine
Material
Mother Nature
Measure
Method
People
Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
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Sources of Variation - Method
Types of Questions that may be Asked
How is the method used defined?
Is the method regularly reviewed for adequacy?
Is the method used affected by external factors?
Have other methods been considered?
How does the operator know if the method is operating
effectively? What adjustments must the operator make during the process?
Have any changes been made recently in the process?
Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
Categories
Machine
Material
Mother Nature
Measure
Method
People
S f l
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Sources of Variation - People
Types of Questions that may be Asked:
Does the person have adequate supervision and support?
Does the person know what he is expected to do in his job?
How much experience does the person have?
Does the person have the proper motivation to do his best
work?
Is the person satisfied or dissatisfied with his job?
Is the person more- or less-productive at certain times of the
day?
Is the work load reasonable?Note: this is not a definitive list of questions that may be asked to identifypotential source of variation
Categories
Machine
Material
Mother Nature
Measure
Method
People
H d I d i ? ( i d)
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How do I do it? (continued)
Align Outputs with CauseCategories
Review your brainstorm outputs and align withthe recommended major cause categories,
e.g., the People, Method, Machine, Material,Environment and Measurement System.
Allocate Causes
Transfer the potential causes from thebrainstorm to the diagram, placing eachcause under the appropriate category.
If causes seem to fit more than onecategory then it is acceptable toduplicate them.
Related causes are plotted as ‘twigs’ onthe branches.
Effect
Mother Nature
Measurements
Methods
Material
Machines
People
Cause-and-Effect Diagram
BranchesBranches
TwigsTwigs
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Remember:
The Six Sigma philosophy says that 85% of
all root causes are due to inappropriate
processes and not people!
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Reduce the likelihood of its recurrence
R d d I l t S l ti
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Recommend and Implement Solutions
The typical questions to be answered here:
– What can you do to prevent the problem from happening again?
– How will the solution be implemented?
– Who will be responsible for it?
– What are the risks of implementing the solution?
We must look beyond the soft people issues while identifying the rootcause; ‘Negligence’ and ‘Carelessness’ are just an indication of lack of
effective controls on people.
They are not the root causes!
R d d I l t S l ti
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Recommend and Implement Solutions
Brainstorming
– Creative brainstorming: This technique is one of the most
commonly used techniques for idea generation wherein a
team of key stakeholders are brought together for ameaningful discussion wherein the criteria at hand get
brainstormed
– While conducting brainstorming sessions we need torecognize and actively address the challenges that inhibit
creative thinking
Recommend and Implement Solutions
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Recommend and Implement Solutions
Constrained Brain-writing: The name constrained brain-writing comes the fact that on certain occasions theteam may want to have a set of constrained ideas
around a pre-determined focus, rather than rangingfreely. The key steps involved are:
– The team leader biases the idea generation by preparing brain-
writing sheets in advance and makes sure that there is no discussion
at any stage between any of the team members
– The team leader initiates the process formally by placing several
prepared sheets of paper onto the table
– Each team member takes a sheet, reads it, and silently adds his or
her ideas onto the sheet
– Repeat until ideas are exhausted. No discussion at any stage.
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Build quality into the process
“Make it impossible to turn out defectiveunits even if an error is committed”
Everyday Examples of Mistake-Proofing
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Everyday Examples of Mistake Proofing
3.5 inch diskette cannot be inserted unlessdiskette is oriented correctly. This is as far
as a disk can be inserted upside-down.
The beveled corner of the diskette pushes a
stop in the disk drive out of the wayallowing the diskette to be inserted. Thisfeature, along with the fact that thediskette is not square, prohibit incorrectorientation.
Everyday Examples of Mistake-Proofing
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Everyday Examples of Mistake Proofing
The dryer stops operating when the door is opened,which prevents injuries.
Corrective Action
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Corrective Action
Remember:
– The solutions to be implemented need to be robust enough; The
goal here is to prevent the recurrence of the root causes in future.
– The solutions should not be soft, targeting only on the softer peopleissues.
Giving recommendation to people is not a robust Corrective action!
Conform to the set standards
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Conform to the set standards
Once the corrective actionshave been implemented intothe work place, it must beensured that the corrective
actions are sustained for aconsiderable period of timeby:
Regular confirmation to
standards Immediate action to
rectify concerns (any deviation
to the set standards)
Recognizing outstandingeffort and achievement
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The RCA Template
RCA Templa te
RCA: Team Activity
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RCA: Team Activity
The following are the live cases where the process facedsome defects/errors.
Lets try doing a Root Cause Analysis on some of them!
Sample RCA