FAILURE INVESTIGATION AND ROOT CAUSE...
Transcript of FAILURE INVESTIGATION AND ROOT CAUSE...
FAILURE FAILURE INVESTIGATION AND INVESTIGATION AND
ROOT CAUSE ROOT CAUSE ANALYSISANALYSIS
Presented By
CONFIDENTIALPage 2
sLearning Objectives
Understand the Definitions of Failure Investigation and Root Cause Analysis (RCA)Introduce a common Failure Investigation and RCA ProcessDefine 1271 Regulatory Requirements Related to Failure Investigation and RCAUnderstand When and Where to Apply Methods and Tools
Tool Introduction and PurposeBest Practices
Provide Guidance on Documentation of Activities
CONFIDENTIALPage 3
DefinitionsDefinitions
Failure Investigation - The process of understanding the key attributes of a particular failure and identifying the likely causes of failure.
Root Cause Analysis – The process of conducting an analysis to identify the physical, human, and latent causes of a particular undesirable event.
Root causes are specific underlying causesRoot causes are those that can reasonably be identifiedRoot causes are those that are controllable and fixableRoot causes are those where prevention is possible
CONFIDENTIALPage 4
Regulatory Requirements
When is it REQUIRED to formally investigate (and perform root cause analysis)?
1271.160 (b)(2) “Ensuring that procedures exist for receiving, investigating, evaluating, and documenting information related to core CGTP requirements, including complaints…”1271.160 (b)(3) “Ensuring that appropriate corrective actions relating to core CGTP requirements… Documentation must include, where appropriate; (ii) The nature of the problem requiring corrective action;”1271.160 (b)(6) “Investigating and documenting HCT/P Deviations and trends of HCT/P deviations relating to core CGTP requirements…”1271.230 (a) “Procedures. You must establish and maintain procedures for review, evaluation and documentation of complaints…and the investigation of complaints as appropriate.”1271.230 (b) “Complaint File. … The complaint file must contain sufficient information about each complaint for proper review…and for determining whether the complaint is an isolated event or represents a trend.”
CONFIDENTIALPage 5
Regulatory Requirements
When is it REQUIRED to formally investigate (and perform root cause analysis)?
1271.320 (c) “Review and evaluation of complaints…. As soon as practical, you must review, evaluate, and investigate each complaint that represents an event required to be reported to FDA… You must review and evaluate a complaint relation to core CGTP requirements that does not represent an event required to be reported to determine whether and investigation is necessary… When no investigation is made, you must maintain a record that includes the reason no investigation was made….”1271.350 (a) “Adverse reaction reports. (1) You must investigate and adverse reaction involving a communicable disease related to an HCT/P that you made available for distribution.”1271.350 (a)(3) You must, as soon as possible investigate all adverse reactions that are the subject of these 15-day reports…”1271.350 (b) Reports of HCT/P deviations. (1) You must investigate all HCT/P deviations related to a distributed HCT/P for which you performed a manufacturing step.”
CONFIDENTIALPage 6
Process OverviewKey Process Steps
General Problem Identification Gather / Create SamplesFailure Investigation and Experimentation
Examination / Dissection / Physical TestingCausal Factor Identification
BrainstormingUse of tools (fishbone, causal factor chart)
Hypothesis DevelopmentLinking Analysis Data to Causal Factors
Hypothesis TestingDOE / ANOVA / Simple VerificationStatistically Based Methodology
Root Cause IdentificationRoot Cause Map
CONFIDENTIALPage 7
Process Flow Chart
General ProblemIdentification and
Basic ProblemStatement
Gather / CreateEvaluationSample(s)
Failure Investigationand Experimentation
Causal FactorIdentification
HypothesisDevelopment
OutcomeConsistent
withProblem
Statement
Revise / ClarifyProblem Statement
to be Specific
Hypothesis Testingand Verification
DataConsistent
w/Hypothesis
Data Analysis
Revise Hypothesis
Final RootCause
Identification
Start
CONFIDENTIALPage 8
Failure Investigation
Common Tools / ActivitiesSample DissectionRepresentative / Worst Case Sample CreationPhysical, Chemical, Human Factors Testing and AnalysisEnvironmental Stress ScreeningProcess CharacterizationProcedural Review
CONFIDENTIALPage 9
Root Cause Analysis
Common Tools / AnalysisFishbone DiagramsPareto Charts, Run Charts, other Control Chart MethodsANOVA and Design of ExperimentsCausal Factor ChartingRoot Cause Map
CONFIDENTIALPage 10
Basic PointsUse common sense
Use tools when they support a comprehensive analysis, not just because they are available.
Right-Size the Investigation / Analysis – be sure not to make the problem more complicated than necessary Avoid ANALYSIS PARALYSISAnalyze the likely causes FIRSTUse feedback loops to refine problem statement and causal analysisMost problems have more than one root causeDon’t be afraid to ignore the instructions
Use the tools in a way that make sense for the problem. Tools are generic and may need to be modified to fit your situation.
The problem dictates the tools, not the other way around
CONFIDENTIALPage 11
Problem Identification
Draft Problem StatementBegin the process with a simple statement of the problem.Do not define the cause in the problem statement. Keep an open mind.
Create / Gather SamplesGather evidence showing the existence of the problem.
Product ReturnsCollecting DocumentsCreation of discrepant samples
CONFIDENTIALPage 12
Problem Identification
Sample EvaluationSamples may be tissue products, packaging, test results, records, etc.Product Review
Sample DissectionPhysical Testing
ChemicalMicrobialPhysicalFunctional
Records ReviewDatesChangesRelationship to other relevant recordsChronology / HistoryInterviewsDuplicates in other locations
CONFIDENTIALPage 13
Problem dentification
Problem Statement RevisionInspection / Testing / Review
Are results consistent with Initial Problem Statement?Updated Problem Statement
Change ScopeExpand ScopeReduce Scope
BE SPECIFIC based on observable data
CONFIDENTIALPage 14
Identify Likely Causes
Utilize Analysis ToolsCause and Effect (Fishbone) DiagramCausal Factor ChartProcess Flow Chart
BrainstormDo not rule out causes or assess likelihoodLook at all elements of the processWhen in doubt start with 5 standard categories
ProcessEnvironmentMaterialsHuman FactorsEquipment
CONFIDENTIALPage 15
Cause / Effect Diagram
Bag SealFailure
Process Environment
Equipment Human FactorsMaterials
Lack ofProcedure
Detail
NotCalibrated
Design
Installation
Particulate
Humidity
TemperatureCleaning
WrongMaterial
WrongThickness
Contamination
Maintenance
Reliability
Training
Workload
Complexity
EnvironmentStorage
Filters Doors
De-humidifier Source Air
HVAC Other Src.
Writing Skills Valiation
No Procedure Late
No Procedure Chemical
Supplier Error Spec Error
Process Mixup
Environment Cleaning
HeatingElement
PressureControl
Air Pressure ElectricalSupply
Not Executed WrongProcedure
ControllerFailure
Operator Cirriculum
Overtime
Distraction
Setup Operation
CONFIDENTIALPage 16
Hypothesis Development / Testing
Causal AnalysisIdentify list of most likely causes (top 3 to 5)
Develop / utilize a rating scale or rating scheme (i.e. – hazards evaluation)Be specific so that the contribution of each cause can be evaluated
Hypothesis DevelopmentDevelop one or more scenarios to describe the failure based on the failure investigation data and the causal analysisMust be able to be evaluated / tested
Hypothesis Testing / EvaluationSimple Inspection / Review of DataExperimental DesignWorst Case AnalysisANOVADOE
CONFIDENTIALPage 17
Hypothesis Development / Testing
Data AnalysisAppropriate Statistical MethodsDoes the Data Support the Hypothesis?
Yes – Continue to Corrective / Preventive ActionNo – Revise Hypothesis or Causal AnalysisMaybe – Further Experimentation is necessary
Hypothesis RevisionRevise Causal Analysis based on Experimental ResultsRevise Hypothesis StatementRetest as Necessary
CONFIDENTIALPage 18
Pareto Charts
Calibration Errors
1326 31
4451
92
0102030405060708090
100
Janu
ary
Februa
ry
March
April
May
June
Month
Nor
mal
ized
Qua
ntity
CONFIDENTIALPage 19
tControl Chart
Average Production Hours
40 40 40 40 4044 46 46
50 50
59
50
39 4040
253035404550556065
22 24 26 28 30 32 34 36
Week Number
Hou
rs Mean
UCL
LCL
CONFIDENTIALPage 20
Misc. Charts
Bar Temperature by Position
226227228229230231232233234235236
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Position
Tem
pera
ture
(C)
CONFIDENTIALPage 21
Root Cause IdentificationSummarize Results of Hypothesis Evaluation
Identify all root causes that significantly contribute to failureIdentify significant interactions between root causesPrioritize root causes based on impactDevelop recommendations for:
Corrective Action (remedial action to correct items / units / tissues already exhibiting failure)Preventive Action (action to prevent recurrence of the problem)
Formally Document the Results
CONFIDENTIALPage 22
Root Cause Summary Table
Bag Seal Failure Root Cause Analysis Summary TableRoot
Cause ID DescriptionImpact (H/M/L) Siginificant Interactions Recommendations
1 Temperature Variation on Sealer Bar H
Temperature variability increases dramatically with decreased sealing
cycle timeReplace sealer bar, increase calibration
frequency, perform validation
2 Sealer Cycle Time HDecreasing cycle time increases
temperature variation on sealer bar Specify minimum cycle time as 30s in SOP
3 Material Thickness M
Lower end of current specification does not seal correctly at highest temperature
seen on sealer barRevise specification, implement thickness
measurement at RI
4 Accuracy of Calibration MCalibration variation accounts for 20%
of overall bar temperature variation
Revise instrumentation specifications for use during sealer calibration. Improve
instrument accuracy to 1:10 ratio
CONFIDENTIALPage 23
Documentation
Failure Analysis / Root Cause Analysis can be included in:
Complaints / Adverse Reactions / HCT/P DeviationsInternal Deviations (Errors, Incidents, Accidents)Validation FailuresInspection Failures / Non-Conforming ProductOther Corrective / Preventive Action Projects
Key Elements of DocumentationSpecific Problem StatementTraceability / Tracking Information
FailuresTest Samples
CONFIDENTIALPage 24
Documentation
Key Elements of Documentation (cont.)Failure Investigation
Observational / Inspection DataTest Information
ProtocolData AnalysisResultsConclusions
Causal Factor IdentificationHypothesisHypothesis Testing and Verification
ProtocolData AnalysisResultsConclusions
Root Cause Summary (report, table, etc.)
CONFIDENTIALPage 25
Documentation Points to ConsiderHow detailed do I need to be in my documentation?
Detailed enough so that someone from the outside can follow your logic and could replicate your results.Detailed enough to meet specific regulatory requirements (i.e. – complaints, adverse reactions, HCT/P deviation)
Do some areas need to be more detailed than others? If so, what areas should I emphasize?
Yes:Problem DescriptionTraceabilityFailure InvestigationRoot Cause Summary
CONFIDENTIALPage 26
Documentation Points to Consider
Do I have to go through every step for every investigation?No, use common sense and right-size the activities for the project.Wherever the term “investigation” is used in a regulation or standard, a certain level of rigor is implied. Again, focus on:
Problem DescriptionTraceabilityFailure InvestigationRoot Cause Summary
For Complaints (not reportable to FDA), when can I avoid doing an Investigation and Root Cause Analysis?
When a similar complaint has been fully investigated and you can refer to such an investigation.When the event, based on documented data analysis, is an isolated event and does not represent a trend (this does not relieve requirements for review and evaluation for complaints related to core CGTP requirements.)
CONFIDENTIALPage 27
Documentation Points to Consider
When in doubt, write it down!If you were an Auditor, what would you want to see to ensure activities were done correctly?If CAPA is done by another group or person, what will they need to complete the project?If I were gone, would someone be able to follow my process and reach the same conclusion?