Corrective Action and Root Cause Analysis By Sam Lines, Concrete Sealants
Jan 18, 2015
Corrective Action and Root Cause Analysis
By Sam Lines, Concrete Sealants
Agenda Overview
• Nonconformances• Corrective Action Process• Root Cause Analysis• Cost of qualityValue
Opener
LEAKING JOINT
Opener
PROBLEM SOLVED! RIGHT?
NONCONFORMANCES
Nonconformances
• What are non-conformances?– Product does not match specification
• Discovered by inspection– Pre-pour– Post pour– Final
• Discovered by an external source– NPCA Plant Certification Audit– DOT Inspector
• Discovered by the customer
– Product’s form, fit, or function has been altered
Bad Forms = Bad Product
Enough Steel?
Leaking at Honeycomb
Poor Consolidation?
Insufficient Cover
Rebar
Where’s My Hammer?
Nonconformances
• Formwork• Concrete• Blockouts and cast in items• Drawings• Sales Order• Other?
Nonconformances
• Material from supplier– Incoming inspection– Setup and installation– Mill Certificates
• Traceability Question: What products might contain material from nonconforming lot? Do you know?
Nonconformances
• Where is the product?• Is the product quarantined?• Are any other products affected?• Are bad products still being produced?• Were nonconforming products shipped?
Don’t spend your time determiningwho was at fault.
Now, let’s solve the problem.
Traditional Problem Solving
Don’t Mess With It!
YES NO
YESYOU IDIOT!
NO
Look The Other Way
Anyone ElseKnows?
You’re SCREWED!YES
NO
Hide ItCan You Blame Someone Else?
NO
NO PROBLEM!
Yes
Is It Working?
Did You Mess With It?
The Traditional Way
Event(Problem)Form Team
Identify ProblemGather DataAnalyze Data
Determine CausesDetermine Corrective Action
Implement(fix It)
A Better Way:
The Corrective Action Process
Corrective Action Process
• What is it?• Why is it needed?• When is it used?• Who performs it?• How is it performed?• What documentation is needed?• Correction vs. Corrective Action
THE STEPS WITHIN THE PROCESS
Corrective Action Process
Corrective Action Process
• Problem Identification– Who, what, where, when, why, and how– Is the problem isolated?
• Problems with significant risk need corrective action
– Has this happened before? Recently?• Reoccurring problems need corrective action
– Use statistics to evaluate trends• Trends will show a process which is out of control where
corrective action is needed
• Document the corrective action on a form.• Assign responsibility for the activity.• Track corrective actions using a master list.
ST
EP
1
Document the Problem
Corrective Action Process
• Short term remedy (immediate fix)– Repair product– Quarantine bad product(s)– Stop producing bad product– Evaluate extent of problem– Has any bad product been shipped?– Notify customers as necessary
ST
EP
2
Corrective Action Process
• Root Cause Analysis– A process of determining what
underlying cause or causes are responsible
– Tools:• Fishbone Diagram• 5 Whys• Flowchart• Pareto Diagram
– Document the Analysis
ST
EP
3 We will learn more about how to perform a root cause analysis in
later slides.
Corrective Action Process
• Implementation of the action– Eliminate root cause
• Training• Procedures• Work instructions• Visual indicators• Mistake proof
– Document actions taken– Evaluate the effectiveness of the actions
ST
EP
4
ROOT CAUSE ANALYSISCorrective Action Process
Definition
• What is root cause analysis?
“Root cause analysis is the process of defining all of the major and minor causation factors, and then determining the one or ones that, if eliminated, would prevent a future nonconformance.”
The Problem Solving Funnel
Tools
• Cause and Effect Diagram, Ishikawa Diagram, Fishbone Diagram
Why is my toast burnt?
• Effect: Burnt Toast• Main Cause
Categories:– People– Equipment– Methods– Materials
People
• I don’t usually make the toast– My wife is out of town– I was not trained on this toaster
• My wife assumed I was smarter than the toaster– Assumptions are bad!
Equipment
• The toaster is old– The toaster is full of bread crumbs
• The toaster is not maintained– I didn’t know it mattered– My wife wasn’t complaining about it
» She knows what she’s doing
• The settings were changed– A different material was used last time– There are no instructions
Methods
• There are no work instructions– I thought it seemed easy
• I am smarter than a toaster– Re-evaluate my self worth
• I didn’t adjust the settings– Don’t know what setting it
should be• Lack of instructions
Materials
• The bread is stale.– Didn’t use it fast enough
• Not home for breakfast– Leave early for work
» Working on a special project
• The bread is thinner than usual– We change brands
• Save money
Cause and Effect: Burnt Toast
BurntToast
PeopleEquipment
Methods Materials
I don’t usually make the toast
I was not trained on this toaster
My wife assumed I was smarter than the toaster
Bad assumption
The toaster is old
The settings were changed
The toaster is full of bread crumbs
I didn’t know it mattered
My wife hadn’t complained
She knows what she’s doing
Material is different
No instructions
No instructionsDidn’t change the settings
Don’t know what setting to use
No instructions
Thought it was easy
Lack of knowledge
Need training
Thinner bread
Changed brand
Save money
Stale bread
Didn’t use it fast enough
Not home for breakfast
Leave early for work
Special project
5 Why’s
• Ask “Why” 5 times• Best used when people are involved• Great for auditing a process to gain
understanding• Can be 4 or 6 why’s Why?
5 Why’s
Problem Statement: You are on your way home from work
and your engine dies.
1. Why did your engine die?
- Because your car ran out of gas.
2. Why did your car run out of gas?
- Because I didn't buy any gas on my way to work.
3. Why didn't you buy any gas this morning?
- Because I didn't have any money.
4. Why didn't you have any money?
- Because I lost it all last night in a poker game.
5. Why did you lose your money in last night's poker game?
- Because I'm not very good at "bluffing“.
Solution
• Good solution: Stop bluffing
• Better solution: Set a dollar limit
• Best solution: Stop playing poker for
money
Other Problem Solving Tools
• 8D Method– Developed by Ford in the 80’s
• A3 Format– Uses A3 Size paper (11” x 17”)– Used extensively by Toyota
• Process Cause and Effect– Follows the process to find out where
mistakes can happen.
Example of an A3
Example of Process Cause and Effect
Inputs Process Outputs
What can go wrong
What can go wrong
What can go wrong
What can go wrong
What can go wrong
What can go wrong
Eliminate the Root Cause
• Implement action based on root cause analysis– Creation of instruction– Training of operator(s)
• Verify effectiveness– Increase inspection (temporary or long term)– Create a metric for evaluation– Audit the process in 1, 3, and 6 months
Mistake Proofing
– Poka yoke: the Japanese work for mistake proofing• Go / no-go gauge• Warning lights• Color coding
– Proportionate to the risk and/or cost of a future failure
Examples of Poka-Yoke
Lights and gauges
Tethers and holders
Posted Signs and Instructions
• Stop lights• Spell Cheker• “Lights on” warning buzzer• “Auto-off” on coffee maker• Pictures and signs• Color coded bins and instructions
Poka Yoke Rules
THE VALUE OF QUALITYCorrective Action Process
“Quality is free. It’s not a gift, but it is free. What costs money are the unquality things – all the actions that involve not doing the job right the first time.”
Phillip Crosby
Defect Escalation Cost
Order En-try
Design Pre-pour Inspection
Post-pour Inspection
Delivery $-
$1,000
$2,000
$3,000
$4,000
$5,000
$6,000
$1 $10 $100
$1,000
COSTS
COSTS
Cost of Quality
Prevention Costs Appraisal Costs+ Failure Costs
Total Quality Costs
Cost of Quality
Prevention Costs: The costs of all activities specifically designed to prevent poor quality in products or services.
Examples: – New product review – Quality planning – Supplier capability surveys – Process capability evaluations – Quality improvement team activities – Quality improvement projects – Quality education and training
Cost of Quality
Appraisal Costs: The costs associated with measuring, evaluating or auditing products or services to assure conformance to quality standards and performance requirements.
Examples: – Incoming and source inspection/test of purchased material – In-process and final inspection/test – Product, process or service audits – Calibration of measuring and test equipment – Associated supplies and materials
Cost of Quality
Failure Costs: The costs resulting from products or services not conforming to requirements or customer/user needs.
• Internal Failure Costs: Failure costs occurring prior to delivery or shipment of the product, or the furnishing of a service, to the customer. Examples:
– Scrap
– Rework
– Re-inspection
– Re-testing
– Material review
– Downgrading
Cost of Quality
• External Failure Costs: Failure costs occurring after delivery or shipment of the product; and during or after furnishing of a service to the customer. Examples:
– Processing customer complaints
– Customer returns
– Warranty claims
– Product recalls
Cost of Quality - Optimized
Optimum Level of Service Quality
Low High
Low
High
Quality
Cost
Total Cost of Quality
Cost of Quality Management
Minimum Cost of Quality
Cost of Service Defects
Where you want to be
Cost of Quality – Trifecta
Investment in a quality strategy will yield:– Lower defects– Reduce cycle time to delivery– Improve customer satisfaction– Higher employee morale
Value of Quality
• Save 10% (or more) from:– Reduction of waste, scrap, and repairs– Less variability in processes– Less time fixing, more time producing– Reduced incoming material problems– Reduced overtime– Reduced warranty and service calls
Conclusion
• A corrective action program is simple to implement and easy to use.
• Eliminating the root cause is essential in preventing future nonconformances.
• Preventing problems saves money.
Questions