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Quality Systems: Managing Human Error and CAPA Effectiveness

Quality Systems: Managing Human Error and CAPA Effectiveness. John Shaeffer May 2008. Objectives. Why is "Not following SOPs" a top issue for the pharmaceutical industry How to know if your CAPA will be effective How to manage human error within systems.

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Quality Systems: Managing Human Error and CAPA Effectiveness

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  1. Quality Systems: Managing Human Error and CAPA Effectiveness John Shaeffer May 2008

  2. Objectives • Why is "Not following SOPs" a top issue for the pharmaceutical industry • How to know if your CAPA will be effective • How to manage human error within systems

  3. Top 10 Drug Observations (FDA) 2008 • Total # of Citations Citation Text • 734 – Responsibilities and procedures in QC not in writing/ followed • 629 – Written production & process control procedures not followed • 532 – Control procedures not established which monitor/validate manufacturing • 457 – Lab controls do not include appropriate test procedures • 451 – No written procedures for production and process controls • 423 – Testing and release do not include appropriate lab results • 422 – Failure to fully review discrepancies to determine whether or not the batch has been thoroughly distributed • 401 – Employees are not given training in operations/procedures being conducted • 400 – Batch production and records do not include complete information • 344 – Written procedures not established/followed for the cleaning and maintenance of equipment (including utensils) • As of 02/11/2008

  4. Revision Process: Routine Violations Undefined procedure structure/usage rules + No “on the spot correction” process + Slow normal revision cycle times + High frequency of internal revisions = ROUTINE VIOLATIONS

  5. Execution Excellence Goals • Prevent EVENTS • Increase SOP adherence • Increase CAPA effectiveness • Increase efficiencies • Improve product cycle times • Decrease inadvertent errors

  6. Addressing Events - CAPAs Typical Organizational Progression • Blind Eye • Awareness • Accountability Shared Responsibility

  7. Eventsvs.Errors Consequences!

  8. Latent vs.Active Error Types

  9. Typical CAPAs for Personnel Events • Retrain • Counsel • Isolated incident - no action required • Increased supervision • Disciplinary action up to dismissal

  10. Typical CAPAs for Procedural Events • Fix the procedure • Add a note or caution • Add another step to specifically address the event • Fix the person • Counsel • Retrain • No action • Increased supervision • Disciplinary action

  11. Underlying Principles People: • Are FALLIBLE • Achieve high levels of performance based largely on the ENCOURAGEMENT and REINFORCEMENT received from leaders, peers and subordinates • Will exhibit behaviors that are influenced by ORGANIZATIONPROCESSES and VALUES Error likely situations are: • Predictable • Manageable • Preventable Events can be prevented: • Understanding the reasons mistakes occur • Applying the lessons from past events

  12. Event Initiating Action Error Precursors Human Performance = Results + Behaviors Flawed Defenses Organizational Issues Automobile Manufacturer James Reason Ph. D., 1990

  13. ORGANIZATIONAL CULTURE • RESPONSE to inefficiency and error is related to organizational culture. • An organization's culture is reflected by what it does: • Practices • Procedures • Processes • An organization's culture is NOT what it claims to espouse or believe in.

  14. ORGANIZATIONAL CULTURE 3 Types: • PATHOLOGIC; the organization says • “We don't make errors, and we don't tolerate people who do.” • likely to shoot the messenger • BUREAUCRATIC: write a new rule • LEARNING ORGANIZATION seeks to understand the broader implications of error Ron Westrum Ph. D., 1984

  15. Typical Procedure Progression - Bureaucratic Actions allowed by plant procedures Time Compliant Operations Events Actions required to perform the job Non Compliance

  16. LEARNING ORGANIZATION • Actively seek flaws in systems • Messengers are trained and rewarded • Responsibility is shared • Failures lead to far-reaching reforms • New ideas are welcomed

  17. Errors & Organizational Culture Creating an organizational culture that supports OPEN DISCUSSION oferrors & near misses is perhaps the SINGLE MOST EFFECTIVE INTERVENTION. As such a culture is created,THE ERROR RATE WILL INCREASE, not because more are made, but because MORE ARE REPORTED.

  18. Event Initiating Action Error Precursors Human Performance = Results + Behaviors Flawed Defenses Organizational Issues Automobile Manufacturer James Reason Ph. D., 1990

  19. Defenses • Physical barriers to control the process • Examples: • Policies, Procedures and Job Aids • Alarms, Warning signs, Labels and FloorMarkings • Flaws in defenses • Promotes errors • Creates error likely situations

  20. Procedure Reading Test

  21. PARISIN THETHE SPRING ONCEIN AA LIFETIME BIRDIN THETHE HAND

  22. Procedure Reading Test • What did you see?

  23. PARISIN THETHE SPRING ONCEIN AA LIFETIME BIRDIN THETHE HAND

  24. Humans will ….not see what is there andsee what is not there

  25. 1Can you raed tihs? i cdnuolt blveiee taht I cluod aulaclty uesdnatnrd waht I was rdanieg. The phaonmneal pweor of the hmuan mnid; aoccdrnig to a rscheearch at camabrigde Uinervtisy, it dseno't mtaetr in waht oerdr the ltteres in a wrod are, the olny iproamtnt tihng is taht the frsit and lsat ltteer be in the rghit pclae. The rset can be a taotl mses and you can sitll raed it whotuit a pboerlm. Tihs is bcuseae the huamn mnid deos not raed ervey lteter by istlef, but the wrod as a wlohe. Azanmig huh? yaeh and I awlyas tghuhot slpeling was ipmorantt! 1Cambridge University

  26. Event Initiating Action Error Precursors Human Performance = Results + Behaviors Flawed Defenses Organizational Issues Automobile Manufacturer James Reason Ph. D., 1990

  27. Error PrecursorsTWIN Analysis Individual Capabilities Nature (human nature) Work Environment Task Demands • complicated vs. simple • time constraints • multiple steps at the same time • lighting • noise • clothing requirements • space • shortcuts • egos • culture • time into shift • perceived pressures • first time evolution • training • how long since last performed • personal affects

  28. Human Nature Effects Add these numbers (without a calculator!) Take 1000 and Add 40 to it. Now add another 1000. Now add 30. Another 1000. Now add 20. Now add another 1000. Now add 10. What is the total?

  29. Answer • Did you get 5000? • Great job! You probably followed the procedure usage rules discussed earlier. • You are not alone! • Did you get 4010 or 410? • If you said 4100 great job! • However, chances are you violated the procedure usage rules discussed earlier. • The decimal sequence confuses our brain, which always jumps to the highest decimals (100s instead of 10s).

  30. Human Nature Effects Take 1000 and Add 40 to it. Now add another 1000. Now add 30. Another 1000. Now add 20. Now add another 1000. Now add 10. What is the total?

  31. Event Initiating Action Error Precursors Human Performance = Results + Behaviors Flawed Defenses Organizational Issues Automobile Manufacturer James Reason Ph. D., 1990

  32. Operational Modes(Initiating Action) Knowledge Based High ER = 1 in 2 Rule Based ER = 1 in 1,000 Task Demands NOTE: Error Rate (ER) Skill Based ER = 1 in 10,000 Low Low Attention High

  33. Importance of Operation Modes • Determines corrective action • Dictates procedure usage rules • Identifies error likely situations • Determines efficiency of execution

  34. Operational Modes(Initiating Action) Knowledge Based High ER = 1 in 2 Rule Based ER = 1 in 1,000 Task Demands NOTE: Error Rate (ER) Skill Based ER = 1 in 10,000 Low Low Attention High

  35. Event Initiating Action Error Precursors Human Performance = Results + Behaviors Flawed Defenses Organizational Issues Automobile Manufacturer James Reason Ph. D., 1990

  36. Performance Problem CAUSES26 Leading Organizations Surveyed • Airlines • Delta Airlines • Jet Blue • Automotive • Lexus • Financial Services & Banking • American Express • Barclays Bank • Government • Navy • New York Fire Department • Social Security Administration • Manufacturing • Caterpillar • Steelcase • Molex • Johnson Controls • Media • BBC • Retail • Coffee Ben & Tea Leaf • Godiva • SAB Miller • Pharmaceutical and Healthcare • Becton Dickson • Eli Lilly • Humana • Novartis • Industrial • Agilent • Telecom and Technology • Nextell • IBM • SAS • SAP Tony O’Driscol Ph. D., 2006 Results:24.3% Individual 75.7% Environmental

  37. Reliance on Employee vs. CA Effectiveness HIGH Desired area for CAPA Effectiveness Low LOW High Reliance on Employee

  38. CAPA Effectiveness: Targeting Human Performance Problems 100 Total Events 100 events 75% of events are outside of individuals control Assume corrective actions are 20% effective 25 events Number of events with effective corrective actions 5 events

  39. Step Performed By: Checked By: 1 One action per step JS AP 2 Every step to successfully complete the task should be in the procedure JS AP 3 Procedure steps should be in the order that they are performed JS AP 4 Each procedure step should be 2 lines or less (exceptions allowed but rarely) JS 5 Only information critical for step implementation should be included within the step JS AP 6 Use note for location if a particular piece of equipment is hard to find AP 7 Use cautions to delineate steps that need to be done together in a rapid fashion or if time is critical JS AP 8 Use bullets or numbering in accordance with site standards JS AP 9 Use specific nomenclature for identifying components to be manipulated when possible JS AP 10 Place visuals close to the relevant text 11 The range of acceptable values for an entry should be next to or below the entry JS AP 12 Critical steps should be identified JS AP 13 One series of signoffs per step (performed by, checked by, verified by) JS 14 Batch record signatures, checked by and verified by should be aligned in separate columns AP 15 Any cautions or important notes should be in the procedure before the information is required to be used JS AP 16 Write the WARNING: statement to the person using the SOP JS AP 17 Align the second line of the warning statement with the text and not the word JS AP Procedure Checklist: Procedure GMP-10052, Documentation Of GMP Practices  Performed By: _____John Shaeffer__________________________ Date:________09/24/06____ Checked By: _____Amy Peterson____________________________ Date:________ 09/24/06____

  40. Step Performed By: Checked By: 1 One action per step JS AP 2 Every step to successfully complete the task should be in the procedure JS AP 3 Procedure steps should be in the order that they are performed JS AP 4 Each procedure step should be 2 lines or less (exceptions allowed but rarely) JS 5 Only information critical for step implementation should be included within the step JS AP 6 Use note for location if a particular piece of equipment is hard to find AP 7 Use cautions to delineate steps that need to be done together in a rapid fashion or if time is critical JS AP 8 Use bullets or numbering in accordance with site standards JS AP 9 Use specific nomenclature for identifying components to be manipulated when possible JS AP 10 Place visuals close to the relevant text 11 The range of acceptable values for an entry should be next to or below the entry JS AP 12 Critical steps should be identified JS AP 13 One series of signoffs per step (performed by, checked by, verified by) JS 14 Batch record signatures, checked by and verified by should be aligned in separate columns AP 15 Any cautions or important notes should be in the procedure before the information is required to be used JS AP 16 Write the WARNING: statement to the person using the SOP JS AP 17 Align the second line of the warning statement with the text and not the word JS AP Procedure Checklist: Procedure GMP-10052, Documentation Of GMP Practices   Performed By: _____John Shaeffer__________________________ Date:________09/24/06____ Checked By: _____Amy Peterson____________________________ Date:________ 09/24/06____

  41. How many missing initials?

  42. Step Performed By: Checked By: 1 One action per step JS AP 2 Every step to successfully complete the task should be in the procedure JS AP 3 Procedure steps should be in the order that they are performed JS AP 4 Each procedure step should be 2 lines or less (exceptions allowed but rarely) JS 5 Only information critical for step implementation should be included within the step JS AP 6 Use note for location if a particular piece of equipment is hard to find AP 7 Use cautions to delineate steps that need to be done together in a rapid fashion or if time is critical JS AP 8 Use bullets or numbering in accordance with site standards JS AP 9 Use specific nomenclature for identifying components to be manipulated when possible JS AP 10 Place visuals close to the relevant text 11 The range of acceptable values for an entry should be next to or below the entry JS AP 12 Critical steps should be identified JS AP 13 One series of signoffs per step (performed by, checked by, verified by) JS 14 Batch record signatures, checked by and verified by should be aligned in separate columns AP 15 Any cautions or important notes should be in the procedure before the information is required to be used JS AP 16 Write the WARNING: statement to the person using the SOP JS AP 17 Align the second line of the warning statement with the text and not the word JS AP Procedure Checklist: Procedure GMP-10052, Documentation Of GMP Practices   Performed By: _____John Shaeffer__________________________ Date:________09/24/06____ Checked By: _____Amy Peterson____________________________ Date:________ 09/24/06____

  43. Ready to do it again?

  44. Procedure Checklist: Procedure GMP-10052, Documentation Of GMP Practices One action per stepJS APEvery step to successfully complete the task should be in the procedure JS AP Procedure steps should be in the order that they are performed JS APEach procedure step should be 2 lines or less (exceptions allowed but rarely) JS ___ Only information critical for step implementation should be included within the step JS __ Use note for location if a particular piece of equipment is hard to find.___ AP Use cautions to delineate steps that need to be done together in a rapid fashion, if time is critical, or an error likely situation JS AP Use bullets or numbering in accordance with site standards JS AP Use specific nomenclature for identifying components to be manipulated when possible JS AP Place visuals close to the relevant text The range of acceptable values for an entry should be next to or below the entry JS AP Critical steps should be identified JS AP One series of signoffs per step (performed by, checked by, verified by) JS __ Batch record signatures, checked by and verified by should be aligned in separate columns ___ AP Any cautions or important notes should be in the procedure before the information is required to be used JS __Write the WARNING: statement to the person using the SOP JS AP Align the second line of the warning statement with the text and not the word JS AP Performed By: John Shaeffer Date: 09/24/06 Checked By: Amy Peterson Date: 09/24/06

  45. How many missing initials?

  46. Procedure Checklist: Procedure GMP-10052, Documentation Of GMP Practices One action per stepJS APEvery step to successfully complete the task should be in the procedure JS AP Procedure steps should be in the order that they are performed JS APEach procedure step should be 2 lines or less (exceptions allowed but rarely) JS ___ Only information critical for step implementation should be included within the step JS __ Use note for location if a particular piece of equipment is hard to find.___ AP Use cautions to delineate steps that need to be done together in a rapid fashion, if time is critical, or an error likely situation JS AP Use bullets or numbering in accordance with site standards JS AP Use specific nomenclature for identifying components to be manipulated when possible JS AP Place visuals close to the relevant text The range of acceptable values for an entry should be next to or below the entry JS AP Critical steps should be identified JS AP One series of signoffs per step (performed by, checked by, verified by) JS __ Batch record signatures, checked by and verified by should be aligned in separate columns ___ AP Any cautions or important notes should be in the procedure before the information is required to be used JS __Write the WARNING: statement to the person using the SOP JS AP Align the second line of the warning statement with the text and not the word JS AP Performed By: John Shaeffer Date: 09/24/06 Checked By: Amy Peterson Date: 09/24/06

  47. Operational Modes(Initiating Action) Knowledge Based High ER = 1 in 2 Rule Based ER = 1 in 1,000 Task Demands NOTE: Error Rate (ER) Skill Based ER = 1 in 10,000 Low Low Attention High

  48. Predicted Results • First document • Speed – 7 seconds average • Success rate – over 85% • Second document • Speed – doubled in time (15 seconds) • Success rate – reduced significantly (under 10%)

  49. Event Initiating Action Performance Model 20% Individual Flawed Defenses 80% Organizational Procedure Policy Job Aid Label Alarm Sign CA 5% CA 95% Organizational Issues • Process & values • System alignment • Communication • Behavior (Culture) Operation Modes - Skill - Rule - Knowledge Error Precursors Task Demands Work Environment Individual Capabilities Nature (human nature) CA – Corrective Action James Reason Ph. D., 1990, modified

  50. “Defense in Depth Model” : Anatomy of Events • LATENT ERRORS • Organizational issues: • Poorly Written Procedures • Failed or Nonexistent • Programmatic Barriers • - Ineffective Management Initiating Action • ACTIVE ERRORS • Weak Skills • Failed or Non- • existent Barriers Organizational Barriers Management Barriers Flawed Defenses Event Human Fallibility Modified from Managing the Risks of Organizational Accidents, James Reason, Pd. D. 1997.

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