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CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Page 1: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 1

Corrective ActionProblem Solving

Carol Kurtz

CJ Kurtz & Associates LLC

Page 2: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 2

Trainer: Carol Kurtz

American Society for Quality (ASQ) Certified Quality Engineer Certified Quality Auditor Certified Quality Manager Certified Mechanical Inspector

20+ years of Quality & Manufacturing Experience

Page 3: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 3

Course Objectives

Understand 8D Corrective Action & Problem Process

Identify and Use Tools for Each 8D Process Step

Understand Vocabulary & PrinciplesCompare to Other Fact Based Problem

Solving Methods

Page 4: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Corrective Action

Action to eliminate the cause of a detected nonconformity.

Action to protect the customer from receiving or using nonconforming product.

Corrective action is taken to prevent recurrence.

Page 5: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 5

Problem Solving

Problem Solving: Typically involves a methodology of clarifying the description of the problem, analyzing causes, identifying alternatives, assessing each alternative, choosing one, implementing it, and evaluating whether the problem was solved or not.

8D, PDCA, DMAIC (du-may-ic)

Page 6: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Corrective Action Origins

The origins of the 8-D system actually goes back many years.

The US Government first ‘standardized’ the system in Mil-Std-1520 “Corrective Action and Disposition System for Nonconforming Material”

Mil-Std-1520 - First released: 1974

Last Revision was C of 1986 Cancelled in 1995

Page 7: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 7

What is 8D?

8D means Eight DisciplinesIt is a methodology used for solving

problems8D also refers to the form that is used to

document the problem and resolutionAlso called 8-D ReportCorrective Action ReportEW8D Report – East-West-8D

Page 8: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Why 8D?

8D is a structured approach to solving problems

Fact Based Data Collection & Analysis

Tests progress and results Verify & Validate

Documented History – An information database Anticipate future problems Prevent recurrence

Page 9: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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8D Corrective Action

D0: Recognize the Problem

D1: Establish the Team

D3: Determine and Implement

Containment Actions

D2: Describe the Problem

Identify Potential Causes

Select Likely Causes

Identify Possible Corrective Actions

Root Cause?

D5: Choose & Verify Corrective

Actions

D6: Implement & Validate

Corrective Actions

D7: Prevent Recurrence

D8: Congratulate the Team

Yes

No

D4:

Page 10: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 10

Six Sigma DMAIC

Define

Measure

Analyze

Improve

Control

D1: Team Approach

D0: Recognize ProblemD2: Describe ProblemD3: Containment

D4: Define & Verify Root Causes

D5: Select & Validate Corrective ActionsD6: Implement Corrective Actions

D7: Prevent Recurrence

D8: Congratulate Team

Page 11: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

CJ Kurtz & Associates LLC 11

Plan Do Check Act - PDCA

Plan:

Identify the Problem Analyze The Problem

Do:Develop Solutions

Implement Solutions

Check:Evaluate Results

Achieve Desired Results?

Act:Standardize Solution

D1: Team Approach

D0: Recognize ProblemD2: Describe ProblemD3: Containment

D4: Define & Verify Root CausesD5: Select & Validate Corrective ActionsD6: Implement Corrective Actions

D7: Prevent Recurrence

D8: Congratulate Team

Page 12: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Some Vocabulary

Problem Symptom Concern Root Problem Failure Mode

Effect Cause Special Cause Common Cause Root Cause

Page 13: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Verification & Validation

Verification and Validation are often not well understood. Verification and Validation work together as a sort of ‘before’ (Verification) and ‘after’ (Validation) proof.

Verification provides ‘insurance’ at a point in time that the action will do what it is intended to do without causing another problem. Predictive.

Validation provides measurable ‘evidence’ over time that the action worked properly.

Page 14: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Verification & Validation

Step Process Purpose

D3 VerificationThat the containment action will stop the symptom from reaching the customer.

ValidationThat the containment action has satisfactorily stopped the symptom from reaching the customer according to the same indicator that made it apparent.

D4 Verification That the real Root Cause is identified.

D5 Verification That the corrective action will eliminate the problem.

D6 ValidationThat the corrective action has eliminated the problem according to the same indicator that made it apparent.

Page 15: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Structure of a Problem

Determining the structure of a problem assists in the selection of the correct tools to use.

It may give clues to the nature of the root causes.

Page 16: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Structure of a Problem

TimeEstablished Performance

Sudden change, catastrophic change from standard:

TimeEstablished Performance

Gradual change, deteriorating performance over time:

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Structure of a Problem (continued)

TimeExpected

Performance

Start-up, gap between expected and actual performance:

Actual Performance

TimeEstablished Performance

Recurring change, comes and goes with unknown causes:

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Structure of a Problem (continued)

TimeEstablished Performance

Positive change:

Sometimes we experience positive changes that need to be investigated so that processes and products may be improved.

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Classifying Problems

Correctly categorizing and classifying a problem precedes any problem solving effort.

Ensures proper methods and tools are selected.

If not done, wasted time and effort may occur and wrong solutions may be implemented.

Page 20: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Classifying Problems – Type I

Plant Floor Problems Rapid response is needed Usually have discernable root causes Usually require less data collection and analysis Usually can be solved by local experts Usually gradual or sudden problem structures Special causes Specific problem requiring Problem Analysis 8D methodology applies

Page 21: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Classifying Problems – Type II

Technical Problems Permanent corrective actions are needed Usually have difficult to discern root causes Usually require more data collection and analysis Usually require some technical expertise to solve May be any problem structure Special Causes Specific problem requiring Problem Analysis 8D methodology applies

Page 22: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Classifying Problems – Type III

Process Improvement Major systemic fixes needed Multiple causes and effects May require data collection and analysis May need “systems thinking” to solve Usually requires process owner’s involvement Common cause problem Structures include startup and positive. Others may apply. Broad problems requiring a Situation Analysis Quality Improvement Projects, Continual Improvement

Projects or other methodologies apply.

Page 23: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Problem Solving Tools

Trend Chart Control Chart Pareto Chart Brainstorm Checksheet Histogram Nominal Group

Technique Five Why’s Computer Aided

Engineering APQP

Situation Analysis Flowchart Failure Analysis Database Decision Analysis Action Plan Root Cause Analysis Cause & Effect Diagram Scatter Diagram Design of Experiments Poka Yoke Preventive Action Matrix

Page 24: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Problem Solving Tools

Tool Purpose 8D Step

Trend Chart Indicator to track magnitude of symptoms

D1 D2 D3 D4 D5 D6 D7 D8

Pareto ChartQuantifier to prioritize and subdivide the problems D2 D8

Paynter Chart Indicator to monitor and validate the problems

D2 D3 D6 D8

Repeated WhyMethod to move from symptom to problem description D2

Information DatabaseProcess to find root cause using Is/Is Not, Differences, Changes

D2 D4 D5 D6

Decision MakingMethod to choose best action from among alternatives D3 D5

Action Plan Record of assignments, responsibilities and timing

D1 D2 D3 D4 D5 D6 D7 D8

EW8DReport of problem solving process for management review

D1 D2 D3 D4 D5 D6 D7 D8

Page 25: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Problem Solving Tools Quiz

Pareto Analysis

RAC-Root Cause

Analysis

Trend Charts

Problem Solving

Tools

?

?

Pareto Analysis

RAC-Root Cause

Analysis

?

Page 26: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms

Detect the problem!Nonconforming ProductOut of Control Conditions on ChartsReworkTrend ChartsWhat others?

Page 27: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms

Customer

Receiving / Inventory

Supplier

In-ProcessInventory / Shipping

In Transit

In Transit

Company

Here?

Or Here?

Or Here?

Or Here?

Or Here?Or Here?

Or Here?Or Here?

Page 28: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms Trend Chart

A line graph plotting data over time. Use to observe behavior over time Provides a baseline and visual examination of

trends No statistical analysis Look for trends and patterns Ask “Why?” Good for operations/processes where data for

control charts is not available

Page 29: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms Trend Chart

Average Hours Worked Per Employee (3rd shift)4544434241403938373635

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov DecChange shift starting timesNew entrance opened.Task group established.

Page 30: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms

Nonconforming ProductOut of Control Conditions on ChartsReworkTrend Charts What others?

Page 31: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms Control Chart

A line graph of a quality characteristic that has been measured over timeBased on sample averages or individual

samples Includes statistically determined Control

Limits.Requires certain assumptions and

interpretation

Page 32: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

Control Charts provide information as to whether a process is being influenced by Chance causes or Special causes. A process is said to be in Statistical Control when all Special causes of variation have been removed and only Common causes remain. This is evidenced on a Control Chart by the absence of points beyond the Control Limits and by the absence of Non-Random Patterns or Trends within the Control Limits. A process in Statistical Control indicates that production is representative of the best the process can achieve with the materials, tools and equipment provided. Further process improvement can only be made by reducing variation due to Common causes, which generally means management taking action to improve the system.

A. Most points are near the center line.

B. A few points are near the control limit.

C. No points (or only a ‘rare’ point) are beyond the Control Limits.

Upper Control Limit

Lower Control Limit

Average

Page 33: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

When Special causes of variation are affecting a process and making it unstable and unreliable, the process is said to be Out Of Control. Special causes of variation can be identified and eliminated thus improving the capability of the process and quality of the product. Generally, Special causes can be eliminated by action from someone directly connected with the process.

The following are some of the more common Out of Control patterns:

Upper Control Limit

Lower Control Limit

Average

Tool Wear?

Change To Machine Made

Tool Broke

Page 34: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

Upper Control Limit

Lower Control Limit

Average

Trends

Points Outside of Limits

A run of 7 intervals up or down is a sign of an out of control trend.

Page 35: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control ChartsRun of 7 ABOVE the Line

Run of 7 BELOW the line

A Run of 7 successive points above or below the center line is an out of control condition.

Page 36: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control ChartsSystematic Variables

Cycles

Predictable, Repeatable Patterns

Page 37: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

Instability

Freaks

Sudden, Unpredictable

Large Fluctuations, Erratic Up and Down Movements

Page 38: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

Mixtures

Typically Indicates a Change in the System or Process

Sudden Shift in Level

Unusual Number of Points Near Control Limits (Different Machines?)

Page 39: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Interpreting Control Charts

Stratification

Constant, Small Fluctuations Near the Center of the Chart

Page 40: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Control Chart Analysis Reaction

There is a wide range of non-random patterns that require action. When the presence of a special cause is suspected, the following actions should be taken (subject to local instructions).

1. CHECKCheck that all calculations and plots have been accurately completed, including those for control limits and means. When using variable charts, check that the pair (x bar, and R bar) are consistent. When satisfied that the data is accurate, act immediately.

Page 41: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Control Chart Analysis Reaction

2. INVESTIGATE Investigate the process operation to determine the cause. Use tools such as:

Brainstorming Cause and Effect Pareto Analysis

Your investigation should cover issues such as:The method and tools for measurement The staff involved (to identify any training needs Time series, such as staff changes on particular days of the week Changes in material Machine wear and maintenance Mixed samples from different people or machines Incorrect data, mistakenly or otherwise Changes in the environment (humidity etc.)

Page 42: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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Control Chart Analysis Reaction

3.ACT Decide on appropriate action and implement it. Identify on the control chart

The cause of the problem The action taken

As far as possible,eliminate the possibility of the special cause happening again.

Page 43: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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4. CONTINUE MONITORING Plotting should continue against the existing limits The effects of the process intervention should become visible. If not, it should be investigated.Where control chart analysis highlights an improvement in performance, the effect should be researched in order that:

Its operation can become integral to the process Its application can be applied to other processes where appropriate

Control limits should be recalculated when out of control periods for which special causes have been found have been eliminated from the process.

The control limits are recalculated excluding the data plotted for the out of control period. A suitable sample size is also necessary.

On completion of the recalculation, you will need to check that all plots lie within the new limits

Control Chart Analysis Reaction

Page 44: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D0: Recognize the Symptoms Other Indicators

Customer Concerns & IssuesWarranty DataQuality ReportsProduct Quality Planning

Page 45: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D1: Establish the Team

Establish a small group of people with the knowledge, time, authority and skill to solve the problem and implement corrective actions. The group selects a team leader.

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D1: Establish the Team The 8D Team Members

Cross Functional or Multi-DisciplinaryProcess OwnerTechnical ExpertOthers involved in the containment,

analysis, correction and prevention of the problem

Page 47: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D1: Establish the Team Team Roles

Several roles need to be established for the team. These roles are: Leader, Champion, Record Keeper (Recorder), Participants and (if needed) Facilitator.

LeaderGroup member who ensures the group performs its duties and responsibilities. Spokesperson, calls meetings, establishes meeting time/duration and sets/directs agenda. Day-to-day authority, responsible for overall coordination and assists the team in setting goals and objectives.

Record KeeperWrites and publishes minutes.

ParticipantsRespect each others ideas.

Keep an open mind.

Be receptive to consensus decision making.

Understand assignments and accept them willingly.

ChampionGuide, direct, motivate, train, coach, advocate to upper management.

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D1: Establish the Team Problem Solver Characteristics

Persistent Intuitive (supported by mechanical aptitude) Logic & discipline Common sense Ability to balance priorities Ownership Inquisitive and willing Creative and open minded Needs proof & facts

Page 49: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D1: Establish the Team Effective Team Characteristics

LeadershipClearly define goalsClearly defined responsibilitiesTrust & RespectAuthorityPositive AtmosphereGood two way communicationEffective action plan with timing

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D1: Establish the TeamManagement Responsibility

Provide time and resoucesProvide mentoringUnderstand need for changeRecognize accomplishments & team

process

Page 51: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D1: Establish the TeamBrainstorming

Generate a great number of possible solutions to a problem

Use to avoid conventional or in-the-box thinking

Overcome mental blocks, inspire creativity

Take advantage of team synergyIdeas from different perspectives

Page 52: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D1: Establish the TeamTeam Check List

Team Check List Yes No

Has a champion accepted responsibility for monitoring the measurables?

Have measurables been developed to the extent possible?

Have special gaps been identified? Has the common cause versus special cause relationship been identified?

Has the team leader been identified?

Does the team leader represent the necessary cross-functional expertise?

Has team information been communicated internally and externally?

Has the team agreed upon the goals, objectives, and process for this problem solving effort?

Is a facilitator needed to help keep process on track and gain consensus?

Does the team have regular meetings?

Does the team keep minutes and assignments in an action plan?

Does the team work well together in following the process and objectives?

Page 53: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem Description

Describe the problem in measurable terms. Specify the internal or external customer problem by describing it in specific terms.

Page 54: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionProblem Statement

Problem statement =

Object + concern + quantificationExample:

20% of Tuesday’s first shift production of end cap #3245A have a ¼” to ¾” crack at the lower left corner of the strain relief hole.

Remember: A well defined problem is half solved!

Page 55: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionFive Why’s

A technique for stepping through successive layers of symptoms to find the root problem statement.

Go to the point of occurrence of the problem (gemba) Begin asking “Why?” Using a flowchart, track back from symptom to

symptom until you find: The root cause A level where permanent corrective action can be

implemented A point where “Why?” can no longer be answered

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D2: Problem DescriptionFlowchart

A picture of a process using symbols and arrows to represent sequence of the steps.

Action Step

Action Step

Document associated with a step such as a

form or report

Question or Decision?

Action Step Action Step

Yes No

Start or input at the beginning of a process

Completed process

Page 57: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionSituation Analysis

Tool used to break broad problems into smaller prioritized pieces to attack one at a time.

Many problem solving efforts start with large, messy, poorly defined, unforcused issues.

This method is detailed in the book The New Rational Manager by Kepner & Tregoe

Page 58: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionPareto Analysis

A Pareto chart offers the following benefits: Focuses on the problems or causes of

problems that have the greatest impactDisplays the relative significance of

problems or problem causes in a simple, quick-to-interpret, visual format

Can be used repeatedly to produce continuous improvements  

Page 59: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionPareto Analysis

Ball Lifting Cause

FrequencyPercent

(%)Cum Percent

(%)

Bonder Set-up Issues

19 38% 38%

Unetched Glass on Bond Pad

11 22% 60%

Foreign Contam on Bond Pad

9 18% 78%

Excessive Probe Damage

3 6% 84%

Silicon Dust on Bond Pad

2 4% 88%

Corrosion 1 2% 90%

Bond Pad Peel-off 1 2% 92%

Cratering 1 2% 94%

Resin Bleed-out 1 2% 96%

Others 2 4% 100%

Total 50 100% -

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D2: Problem DescriptionPaynter Chart

This chart is combination of Trend and Pareto charts.

Provides information on actions taken and shows effects.

Can be modified for Returns, Scrap, Rework, etc.

Page 61: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionPaynter Chart

Number of 3rd shift workers affectedProblems: July Aug Sept Oct Nov Dec TotalTraffic jam on Hiway 90 84 4 3 0 90Buses Late 30 30 9 8 30 30Not Enough Parking 17 16 17 8 0 17Bad Weather 9 10 20 21 9 9Road Construction 4 0 0 0 21 4

150 140 50 40 60 150

= Containment Action: Change Shift Starting Time= Corrective Action: Open second gate, change shift starting times back to 'normal'.= Corrective Action: Task Group established.

% Late Employees Third Shift # Late Employees100 60

90 54

80 48

70 42

60 36

50 30

40 24

30 18

20 12

10 6

0 01 2 3

Buses Late Bad Weather Not Enough Parking

Average Hours Worked Per Employee (3rd shift)4544434241403938373635

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov DecChange shift starting timesNew entrance opened.Task group established.

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D2: Problem DescriptionInformation Database

A tool for organizing all data about a problem into four categories: What, Where, When, Extent.

Used for Problem AnalysisDetailed in The New Rational Manager

by Kepner/Tregoe

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D2: Problem DescriptionInformation Database

Is Is Not

What: What is the object you are having a problem with? What could be happening but is not?

What is the problem concern? What could be the problem concern, but is not?

Where:Where do you see the concern on the object? Be specific in terms of inside to outside, end to end, etc.

Where on the object is the problem NOT seen? Does the problem cover the entire object?

Where (geographically) can you take me to show me the problem? Where did you first see it?

Where else could you have observed the defective object, but did not?

When:When in time did you first notice the problem? Be as specific as you can about the day and time.

When in time could it have first been observed, buy was not?

At what step in the process, life or operating cycle do you first see the problem?

Where else in the process, life or operating cycle might you have observed the problem, but did not?

Since you first saw it, what have you seen? Be specific about minutes, hours, days, months. Can you plot trends?

What other times could you have observed it but did not?

How Big: How much of each object has the defect? How many objects could be defective, but aren't?

What is the trend? Has it leveled off? Has it gone away? Is it getting worse?

What other trends could have been observed, but were not?

How many objects have the defect? How many objects could have had the defect, but didn't?

How many defects do you see on each object? How many defects per object could be there, but are not?

How big is the defect in terms of people, time, $ and/or other resources?

How big could the defect be, but is not?

What percent is the defect in relation to the problem?

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D2: Problem DescriptionChecksheet

Checksheets are simple and effective method of gathering information on the job.

Ensures consistency of data collected. Simplifies data collection and analysis. Highlights trends. Spots problems.

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D2: Problem DescriptionChecksheet

Part Number 621532-B Part Defect ChecksheetDate 12-16-04

Defect 1st Shift 2nd Shift 3rd Shift Totals

Nicks22 14 5 41

Missing holes1 0 0 1

Missing screws8 4 0 12

Totals31 18 5 54

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D2: Problem DescriptionHistogram

Chart using bars of varying height to show frequency distribution of some characteristic.

Use for problem recognition, problem definition, data analysis, and validation of corrective actions.

Visually evaluate spread, centering, capability.

Page 67: CJ Kurtz & Associates LLC 1 Corrective Action Problem Solving Carol Kurtz CJ Kurtz & Associates LLC

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D2: Problem DescriptionHistogram

23mm OD HistogramP/N 543612 on Machine 6

0

1

2

3

4

5

6

19 21 23 25 27M

ore

Outside Diameter

Fre

qu

ency

Frequency

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D3: Containment

Define and implement those intermediate actions that will protect the customer from the problem until permanent corrective action is implemented.

Verify with data the effectiveness of these actions.

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D3: Containment Contain Symptom Flow

Stop Defect at EachPoint in the ProcessBack to the Source

Validate that ActionTaken is Fully Effective

Immediate Containmentwith Current

Information andProblem Description

Choose

Verify Before

Implement

Validate After Implementation

Certify parts and ConfirmCustomer DissatisfactionNo Longer Exists

DetermineEscape Point

Should an existing ‘check’ (control)have caught the defect?

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D3: ContainmentObjectives

The objective of this step is to isolate the effects of the problem by implementing containment actions.

Once a problem has been described, immediate actions are to be taken to isolate the problem from the customer. In many cases the customer must be notified of the problem.

These actions are typically ‘Band-aid’ fixes. Common containment actions include:

100% sorting of components Items inspected before shipment Parts purchased from a supplier rather than manufactured in-

house Tooling changed more frequently Single source

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D3: ContainmentContainment Action Checksheet

Containment Action Checksheet Yes No

Has immediate containment action been taken to protect the customer?    

Has the concern been stopped at each point in the process back to the source?    

Have you verified that the action taken is FULLY effective?    

Have you certified that parts no longer have the symptom?    

Have you specially identified the 'certified' parts?    

Have you validated the containment action?    Is data being collected in a form that will validate the effectiveness of the containment action?    

Has baseline data been collected for comparison?    

Are responsibilities clear for all actions?    Have you ensured that implementation of the containment action will not create other problems?    

Have you coordinated the action plan with the customer?    

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D4: Determine Root Causes

Identify potential causes which could explain why the problem occurred.

Test each potential cause against the problem description and data.

Identify alternative corrective actions to eliminate root cause.

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D4: Determine Root Causes

Root Cause of Event (Occur or Occurrence) What system allowed for the event to occur?

Root Cause of Escape What system allowed for the event to escape

without detection?

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D4: Determine Root CausesRoot Cause Analysis

Process of analyzing “is” & “is not” pairs of information for differences and changes that lead to root cause

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D4: Determine Root CausesRoot Cause Analysis

Is Is Not

What:    

Object Heavy traffic  

Defect Late Employees  

Where:    

Seen on object I-70 Expressway  

Seen geographically East bound I-70 near Main Street  

When:    

First seen July 7, 1996  

When else seen Ever since  

When seen in process (life cycle) Afternoon  

How Big:    

How many objects have the defect? Third shift (4:00PM)  

How many defects per object? Once per day  

What is the trend? Increasing --> SPECIAL CAUSE!  

Enhanced Problem Description -->    

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D4: Determine Root CausesCause & Effect Diagram

Shows the relationship of causes and sub-causes to an identified effect or problem. Clearly identify the problem or effect to be diagrammed in the box at the right

Draw the fishbone structure Identify the major categories, factors, the causes

related to the effect. Brainstorm, or note the causes of the problem that fall

within each of the major categories. Each branch may have sub-branches, or sub-sub-

branches As ideas are generated determine which branch of the

"bone" they should be placed

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D4: Determine Root CausesCause & Effect Diagram

Effect

Man Machine

Method Materials

Measurement

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D4: Determine Root CausesScatter Diagram

Scatter diagrams are used to study possible relationships between two variables. Although these diagrams cannot prove that one variable causes the other, they do indicate the existence of a relationship, as well as the strength of that relationship.

A scatter diagram is composed of a horizontal axis containing the measured values of one variable and a vertical axis representing the measurements of the other variable.

The purpose of the scatter diagram is to display what happens to one variables when another variable is changed. The diagram is used to test a theory that the two variables are related. The type of relationship that exits is indicated by the slope of the diagram.

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D4: Determine Root CausesScatter Diagram

Strongly correlated

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D4: Determine Root CausesScatter Diagram

Moderately correlated

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D4: Determine Root CausesScatter Diagram

No Correlation

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D4: Determine Root CausesDesign of Experiments - DOE

Shanin’s Red X Component SearchTaguchi’s Methods Classical Design of Experiments

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D5: Select & Verify CA

After root causes and possible corrective actions have been identified, select the corrective actions that will permanently correct the problem.

Decision analysis may be needed if the choice is not obvious.

Verify that the selected corrective actions will resolve the problem.

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D5: Select & Verify CAPoka Yoke

Poka Yoke Devices Are Built within the Process In General Have Low Cost Have the Capacity for 100%

Inspection

Remember SQC is performed outside the process which adds cost and allows defects to escape the system.

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D5: Select & Verify CAPoka Yoke

OrientationPoka Yoke

Interference FitPoka Yoke

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D5: Select & Verify CAPoka Yoke

Floppy disks have many poka-yokes built in. One example is you cannot insert the disk into the drive completely if the disk is upside down. This is because of the corner notch [#1].

720k disks have no hole [#2] while HD disks have hole (mechanism senses)[#3].

Spring loaded shutter mechanism - Do you remember the old 5.25 inch floppies from the early to mid-1980’s? Failsafe disk surface protection [#4].

Slide Tab to protect against erasure. Mechanism senses [#5].

‘Precision’ alignment. Disk alignment holes and notches [#6] ensure the disk is properly aligned and also provides a ‘focus’ area for manufacturing.

2

1 1

3

4

55

4 6 66

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D5: Select & Verify CAPoka Yoke

Computer Files

Microsoft: File type identified by file name suffix. If one does not add the correct suffix, the program the file is from will not recognize it.

Macintosh Poka Yoke (1984): File type and creator application are identified and embedded in the first part of every file. File name plays NO part in recognition by the originating program.

Computer Floppy Drives

Microsoft: Disk must be inserted and ejected by hand. It is possible to eject a disk while it is being written to.

Macintosh Poka Yoke (1984): Disk drive grabs disk as it is being inserted and draws it in and seats it. Disk cannot be manually ejected. You must drag the ‘desktop’ icon for the disk to the ‘Trash’. The drive then ejects the disk as long as there are no disk operations taking place.

New lawn mowers are required to have a safety bar on the handle that must be pulled back in order to start the engine. If you let go of the safety bar, the mower blade stops in 3 seconds or less. This is an adaptation of the "dead man switch" from railroad locomotives.

Warning lights alert the driver of potential problems. These devices employ a warning method instead of a control method.

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D5: Select & Verify CACorrective Action Check List

Corrective Action & Verify Check List Yes No

Has corrective action been established?

Does it meet the required givens?

Have different alternatives been examined as possible corrective actions?

Have Poke-Yoke techniques been considered?

Has each alternative been screened?

Have the risks involved with the corrective action been considered?

Was the corrective action verified?

Was the corrective action proven to eliminate the root cause?

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D6: Implement & Validate CA

Implementation can proceed when best corrective action has been selected & verified.

An effective implementation plan reduces problems.

Validation is obtained by tracking performance over time after implementation to ensure the corrections are permanent.

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D6: Implement & Validate CAImplementation Check List

Implement CA & Validate Over Time Yes NoHas the implementation plan been constructed to reflect Product Development Process events and engineering change process?

Do the corrective actions make sense in relation to the cycle plan for the products?

Have both Design and Process FMEAs been reviewed and revised as required?

Have significant / safety / critical characteristics been reviewed and identified for variable data analysis?

Do control plans include a reaction plan?

Is simultaneous engineering used to develop process sheets and implement manufacturing change?

Is the Paynter Chart in place for validating data?

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D7: Prevent System Recurrence

Implement the corrective actions in other potentially affected areas.

Ensure the systems that allowed the problem to occur and escape have been corrected.

The problem is now Type III requiring a larger scale continual improvement project of some type.

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D7: Prevent System Recurrence Prevent System Problems Check List

Prevent System Problems Check List Yes NoHave the system prevention practices, procedures & specification standards that allowed the problem to occur and escape been identified?

Has a champion for system prevention practices been identified?

Does the team have the cross-functional expertise to implement the solution?

Has a person been identified who is responsible for implementing the system preventive action?

Does the system preventive action address a large scale process in a business, manufacturing or engineering system?

Does the system preventive action match root cause (occur & escape) of the system failure?

Does the team utilize error proofing and successive checks on a proactive on-going basis to eliminate the occurrence and escape of all defects?

Has a pieces over time (Paynter Chart) been used to indicate that the system preventive actions are working?

Has the System Preventive Action been linked to the Product Development phase?

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D8: Congratulate the Team

Recognize the collective efforts of your team. Publicize your achievement. Share your knowledge and learning.

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D8: Congratulate the TeamCongratulate The Team Checksheet

Congratulate The Team Checksheet Yes NoHave documented actions and lessons learned been linked to Product Development Process for future generations of products?

Has appropriate recognition for the team been determined?

Has application for patents & awards been considered?

Has team been reassessed?

Has the team analyzed data for next largest opportunity?

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References

http://elsmar.com/ http://www.isixsigma.com/spotlight/default.asp http://www.isixsigma.com/dictionary/glossary.asp http://www.asq.org/learn-about-quality/ Prince Corp, Corrective Action Manual The New Rational Manager, Kepner & Tregoe http://deming.eng.clemson.edu/pub/tutorials/ http://www.qualityspctools.com/menu.html Ford Team Oriented Problem Solving http://www.cjkurtz.com/qualitytools.htm