An Introduction to Risk Management Michael D. Kaufer, MBA, MS CGMP Solutions, Inc.
Learning Objectives ICH Q9 What are the basics of Risk? Risk Tools Principles of Risk Management
Learning Objective #1 ICH Q9
What is ICH Q9? Developed by the Expert Working Group of ICH for Technical Requirements for Registration of Pharmaceuticals for Human Use Endorsed by the ICH Steering Committee, Nov. 2005. Issued as a Guidance document June 2006. Also represents the FDA's current thinking on a topic. Doesn’t create or confer any rights for or on any company and does not bind FDA or a company. Alternative approaches are acceptable, if the approach satisfies the requirements of the applicable  statutes and regulations .
Why Q9? Risk management practices are inadequate. Effective quality risk management can: Control potential quality issues Improve decision making Facilitate better and more informed decisions Provide regulators with greater assurance of a company’s ability to deal with potential risks
Risk & the perception of Risk Risk Management is the systematic use of available information to identify hazards and to estimate the risk. Different stakeholders perceive risk differently Company Medical Community Individual physicians Who else? Risk = Probability of harm * Severity of harm * Exposure
Figure 1.1: Stakeholders
Why Q9,   continued Q9 uses a life-cycle approach What is a product life cycle? Administration of a drug product always entails  some  risk Manufacturing a drug product always entails  some  risk FDA expects firms to manage the risks associated with manufacturing Product quality should be maintained throughout the product life cycle
Figure 1.2: Drug Product Lifecycle
ICH Q9,   continued Q9 proposes that firms use a “Systematic Approach” consisting of: Formalized policies, procedures, tools & models Support from senior management What does this entail? CPGM 7356.002 Compliance Program – Drug Manufacturing Inspections  http://www.fda.gov/cder/dmpq/compliance_guide.htm  RMP should be used daily for decision-making!
Figure 1.3: Typical Risk Management Process
Figure 1.4: FDA’s Approach Sept. ’04 -  Risk-based Method for Prioritizing CGMP Inspections FDA convened a panel of experts Brainstorming sessions identified 70 potential risk factors!
Learning Objective #2 What are the basics of Risk?
What is Risk? Potential loss Outcomes that make us worse-off Outcomes that are not as good as some other outcome Chance Likelihood, potential, etc. Probabilistic or Qualitative Exposure How much of the risk am I exposed to? There’s no exposure, if you don’t take the product!  FDA is concerned about patients’ exposure! Severity What’s going to happen, if the risk materializes?
Risk & Perception of Risk Risk = Probability of harm * Severity of harm This is the definition given in many standards Ignores the exposure factor Different stakeholders perceive risk differently, i.e., view  exposure  differently Legal Department Finance Purchasing Manufacturing Packaging QA/QC Project Management
Risk  Determinants Control Information Time Figure 1.5: Basic Risk Determinants
Risk Determinants,  cont. Lack of control Natural environment Socio-cultural environment Political environment Competitive environment Internal environment Actions of individuals
Risk Determinants,  cont. Lack of information In a business environment, what do we need information about? Lack of time to: Identify sources of information Gather information Analyze information Evaluate Current operations Planned operations Formulate information into meaningful controls  Can we “create” time?
Classifying Risk,  cont. Further classification: Pure (insurable) risk Business risk Project risk Operational risk Technical risk Political risk Life Sciences industry is concerned with these!
Adjusting Risk,  continued Adjusting risks: (1) actions that modify the chances of the undesired event occurring or the overall loss if the event does occur Stolen car Burglary Life sciences? (2) actions that modify the distribution of consequences Carpooling or using public transit Keeping valuables in a safe deposit box Life sciences? (3) actions that neither reduce the chance of an event or the associated loss Buying insurance
Learning Objective #3 Risk Tools
Risk Models “ Academic” models and studies: MacCrimmon & Wehrung, 1986 Finkel & Golding, 1994 Davies, 1996 Haimes, 1998 Konisky, 1999 Morgan, 2002 Ayub, 2003 Industry standards ISO 14971:2007(E)  Medical Devices – Application of risk management GAMP 4/5 ICH Q9
Tools for Risk Management Cause-&-Effect Analysis Brainstorming Decision Trees Process Mapping / Flowcharts QFD FTA FMEA FMECA HACCP Matrices?
Figure 1.6: Cause-and-Effect Diagram for the elements of process validation
Figure 1.7: Brainstorming how do we clean equipment & facilities?
Figure 1.8: Decision Tree - do I look for another job or start-up my own firm?
Figure 1.9 Basic Flowchart Shapes
Table 1.1 Example of a Matrix (using risk rankings or weightings) Criteria Factors-to-be-considered Points No. of APIs Score I.  Type of product being developed or transferred A.  Non-sterile solutions 1 1 2 ≥ 3   B.  Non-sterile suspensions 2 1 2 ≥ 3   C.  Semi-solids 3 1 2 ≥ 3   D.  Solid dosage (tablets) 4 1 2 ≥ 3   E.  Solid dosage (capsules) 5 1 2 ≥ 3   F.  Solid dosage (lozenges) 6 1 2 ≥ 3   G.  Drug coated patches 7 1 2 ≥ 3   H.  Terminally sterilized products 8 1 2 ≥ 3   I.  Injectable drug (aseptically produced) 9 1 2 ≥ 3   J.  Injectable drug (aseptically produced and lyophilized) 10 1 2 ≥ 3   K.  Implantable device with drug component(s) 11 1 2 ≥ 3   Criteria Factors-to-be-considered Points Weight Score II.  Non-API-related changes to components & composition A.  Changes are those that are unlikely to have any detectable impact on formulation quality and performance. 1 Multiply by score from Section I   B.  Changes are those that could have a significant impact on formulation quality and performance. 2   C.  Changes are those that are likely to have a significant impact on formulation quality and performance. 3  
The Problems with Tools Relevant examples Medical Device Industry Healthcare Industry Not everyone knows how to use them Facilitators? SOPs? Must be adapted to the industry Some are too complex (now) Some have simplified nomenclature
Table No. 1.2: Failure Severity Rating Serious adverse event 10 Extreme effect Adverse event 8 Major effect Customer declines further use 6 Significant effect Customer complains 4 Moderate effect Customer is dissatisfied; still uses product 2 Slight effect Failure would have no effect on the customer 1 No effect Criteria Severity Rating Effect
Table No. 1.4: Failure Occurrence Rating Very high number of process deviations 1 in 5 8 Very high High number of process deviations 1 in 10 7 High Frequent process deviations 1 in 20 6 Moderately high Moderate number of process deviations 1 in 80 5 Medium Occasional process deviation 1 in 400 4 Low Few process deviations 1 in 2,000 3 Slight Very few process deviations 1 in 4,000 2 Very slight Process deviation very unlikely 1 in 10,000 1 Remote Criteria Failure Rate Rating Occurrence
No controls in place 10 Impossible Controls not aligned to critical quality attributes 9 Remote Controls are experimental 8 Very slight Controls being concurrently validated 7 Slight Low likelihood of detection; low usage of inspection and testing; inspections & tests are not optimal 6 Low Medium likelihood of detection; heavy use of inspection between process steps 5 Medium Moderate likelihood of detection; heavy use of inspection during process steps 4 Moderately high Detection is very likely; validated lab methods 3 High Detection is likely; heavy use of inspection between & during process steps (with some automation) 2 Very high Detection is certain; validated on-line PAT controls 1 Almost certain Criteria for Controls in Place Rating Detection Ability Table No. 1.5: Detection Rating  (for failure modes)
Learning Objective #4 Principles of Risk Management
Principles of Risk  Management Risk management is a process that occurs throughout a product’s lifecycle Risks change as the product moves through the life cycle Our level of understanding progresses along a learning curve The level of control we can achieve varies with technology Who is privy to risk communication changes
Principles of Risk Management,  cont. Safety-by-design is the preferred option for managing risks Is the design inherently safe? Preclinical studies Clinical studies Protective measures built into the manufacturing process Manufacturing Packaging Protective measures built-into the product Can this be done with drug products? Is labeling information all we can do?
Principles of Risk Management,  cont. Risk management models & tools must be modified to account for: The patients’ conditions The dosage form Maturity of the firm’s RMS Can I use RM tools without a RM model? Maturity of the firm’s QMS Can I use a RMS without a QMS? The firm’s culture
Principles of Risk Management,  cont. Risk management is an iterative process. How often does it need to be done? Annual Product Review? Change? Deviation Investigations? Project basis? sNDA? How often it is done dictates what part of the organization does it, and the resources available. Knowledge is transferable from one product to another
Principles of Risk Management,  cont. Top management commitment is critical for effective risk management Without adequate resources, RM is ineffective RM requires the involvement of trained individuals Each company’s top management must also establish a policy on how “acceptable” risks will be determined Can this be done “universally”? RM is a new and evolving process requiring periodic review & improvement
Principles of Risk Management,  cont. Policies and procedures document the 5 essential questions: Who What When Where How Training records What about the output from risk management activities?  Where does that get documented? Annual Product Reports? Deviation Investigations? IQ//OQ/PQ? Other? Risk management activities must be documented.
Thank you! Questions?
Bibliography Akao, Yoji, ed.  Quality Function Deployment Integrating Customer Requirements into Product Design , Cambridge: Productivity Press, 1990, p. 27. Berry, Ira R. and Nash, Robert A., eds.,  Pharmaceutical Process Validation , 2nd ed., Marcel Dekker: New York, 1993. Butler, Shawn A., Fischbeck, Paul, “Multi-Attribute Risk Assessment” Carnegie Mellon University. FDA,  Guidance for Industry Q9 Quality Risk Management , GPO, June 2006. FDA,  Guidance for Industry Quality Systems Approach to Pharmaceutical CGMP Regulations , GPO, September 2006. FDA,  Risk-Based Method for Prioritizing CGMP Inspections of Pharmaceutical Manufacturing Sites – A Risk Ranking Model , GPO, September 2004. Frame, J. Davidson,  Managing Risk in Organizations A Guide for Managers , Josey-Bass: San Francisco, 2003. Franceschini, Fiorenzo,  Advanced Quality Function Deployment , New York: St. Lucie Press, 2002. Gitlow, Oppenheim & Oppenheim,  Quality Management: Tools and Methods for Improvement , 2nd ed., Irwin: Boston, 1995. Ishikawa, Kaoru,  Guide to Quality Control , Quality Resources: White Plains, New York, 1982. ISPE,  GAMP 4 Guide Validation of Automated Systems , ISPE: Orlando, Florida, 2001, Appendix M3, p. 2. MacCrimmon, Kenneth R. and Wehrung, Donald A.,  Taking Risks the Management of Uncertainty , The Free Press: New York, 1986. Project Management Institute,  A Guide to the Project Management Body of Knowledge , 3rd edition, Project Management Institute: Newtown Square, Pennsylvania, 2004. Russell, J.P.,  The Process Auditing Techniques Guide , Quality Press: Milwaukee, Wisconsin, 2003.

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An Introduction To Risk Management Professional Societies

  • 1. An Introduction to Risk Management Michael D. Kaufer, MBA, MS CGMP Solutions, Inc.
  • 2. Learning Objectives ICH Q9 What are the basics of Risk? Risk Tools Principles of Risk Management
  • 4. What is ICH Q9? Developed by the Expert Working Group of ICH for Technical Requirements for Registration of Pharmaceuticals for Human Use Endorsed by the ICH Steering Committee, Nov. 2005. Issued as a Guidance document June 2006. Also represents the FDA's current thinking on a topic. Doesn’t create or confer any rights for or on any company and does not bind FDA or a company. Alternative approaches are acceptable, if the approach satisfies the requirements of the applicable statutes and regulations .
  • 5. Why Q9? Risk management practices are inadequate. Effective quality risk management can: Control potential quality issues Improve decision making Facilitate better and more informed decisions Provide regulators with greater assurance of a company’s ability to deal with potential risks
  • 6. Risk & the perception of Risk Risk Management is the systematic use of available information to identify hazards and to estimate the risk. Different stakeholders perceive risk differently Company Medical Community Individual physicians Who else? Risk = Probability of harm * Severity of harm * Exposure
  • 8. Why Q9, continued Q9 uses a life-cycle approach What is a product life cycle? Administration of a drug product always entails some risk Manufacturing a drug product always entails some risk FDA expects firms to manage the risks associated with manufacturing Product quality should be maintained throughout the product life cycle
  • 9. Figure 1.2: Drug Product Lifecycle
  • 10. ICH Q9, continued Q9 proposes that firms use a “Systematic Approach” consisting of: Formalized policies, procedures, tools & models Support from senior management What does this entail? CPGM 7356.002 Compliance Program – Drug Manufacturing Inspections http://www.fda.gov/cder/dmpq/compliance_guide.htm RMP should be used daily for decision-making!
  • 11. Figure 1.3: Typical Risk Management Process
  • 12. Figure 1.4: FDA’s Approach Sept. ’04 - Risk-based Method for Prioritizing CGMP Inspections FDA convened a panel of experts Brainstorming sessions identified 70 potential risk factors!
  • 13. Learning Objective #2 What are the basics of Risk?
  • 14. What is Risk? Potential loss Outcomes that make us worse-off Outcomes that are not as good as some other outcome Chance Likelihood, potential, etc. Probabilistic or Qualitative Exposure How much of the risk am I exposed to? There’s no exposure, if you don’t take the product! FDA is concerned about patients’ exposure! Severity What’s going to happen, if the risk materializes?
  • 15. Risk & Perception of Risk Risk = Probability of harm * Severity of harm This is the definition given in many standards Ignores the exposure factor Different stakeholders perceive risk differently, i.e., view exposure differently Legal Department Finance Purchasing Manufacturing Packaging QA/QC Project Management
  • 16. Risk Determinants Control Information Time Figure 1.5: Basic Risk Determinants
  • 17. Risk Determinants, cont. Lack of control Natural environment Socio-cultural environment Political environment Competitive environment Internal environment Actions of individuals
  • 18. Risk Determinants, cont. Lack of information In a business environment, what do we need information about? Lack of time to: Identify sources of information Gather information Analyze information Evaluate Current operations Planned operations Formulate information into meaningful controls Can we “create” time?
  • 19. Classifying Risk, cont. Further classification: Pure (insurable) risk Business risk Project risk Operational risk Technical risk Political risk Life Sciences industry is concerned with these!
  • 20. Adjusting Risk, continued Adjusting risks: (1) actions that modify the chances of the undesired event occurring or the overall loss if the event does occur Stolen car Burglary Life sciences? (2) actions that modify the distribution of consequences Carpooling or using public transit Keeping valuables in a safe deposit box Life sciences? (3) actions that neither reduce the chance of an event or the associated loss Buying insurance
  • 21. Learning Objective #3 Risk Tools
  • 22. Risk Models “ Academic” models and studies: MacCrimmon & Wehrung, 1986 Finkel & Golding, 1994 Davies, 1996 Haimes, 1998 Konisky, 1999 Morgan, 2002 Ayub, 2003 Industry standards ISO 14971:2007(E) Medical Devices – Application of risk management GAMP 4/5 ICH Q9
  • 23. Tools for Risk Management Cause-&-Effect Analysis Brainstorming Decision Trees Process Mapping / Flowcharts QFD FTA FMEA FMECA HACCP Matrices?
  • 24. Figure 1.6: Cause-and-Effect Diagram for the elements of process validation
  • 25. Figure 1.7: Brainstorming how do we clean equipment & facilities?
  • 26. Figure 1.8: Decision Tree - do I look for another job or start-up my own firm?
  • 27. Figure 1.9 Basic Flowchart Shapes
  • 28. Table 1.1 Example of a Matrix (using risk rankings or weightings) Criteria Factors-to-be-considered Points No. of APIs Score I. Type of product being developed or transferred A. Non-sterile solutions 1 1 2 ≥ 3   B. Non-sterile suspensions 2 1 2 ≥ 3   C. Semi-solids 3 1 2 ≥ 3   D. Solid dosage (tablets) 4 1 2 ≥ 3   E. Solid dosage (capsules) 5 1 2 ≥ 3   F. Solid dosage (lozenges) 6 1 2 ≥ 3   G. Drug coated patches 7 1 2 ≥ 3   H. Terminally sterilized products 8 1 2 ≥ 3   I. Injectable drug (aseptically produced) 9 1 2 ≥ 3   J. Injectable drug (aseptically produced and lyophilized) 10 1 2 ≥ 3   K. Implantable device with drug component(s) 11 1 2 ≥ 3   Criteria Factors-to-be-considered Points Weight Score II. Non-API-related changes to components & composition A. Changes are those that are unlikely to have any detectable impact on formulation quality and performance. 1 Multiply by score from Section I   B. Changes are those that could have a significant impact on formulation quality and performance. 2   C. Changes are those that are likely to have a significant impact on formulation quality and performance. 3  
  • 29. The Problems with Tools Relevant examples Medical Device Industry Healthcare Industry Not everyone knows how to use them Facilitators? SOPs? Must be adapted to the industry Some are too complex (now) Some have simplified nomenclature
  • 30. Table No. 1.2: Failure Severity Rating Serious adverse event 10 Extreme effect Adverse event 8 Major effect Customer declines further use 6 Significant effect Customer complains 4 Moderate effect Customer is dissatisfied; still uses product 2 Slight effect Failure would have no effect on the customer 1 No effect Criteria Severity Rating Effect
  • 31. Table No. 1.4: Failure Occurrence Rating Very high number of process deviations 1 in 5 8 Very high High number of process deviations 1 in 10 7 High Frequent process deviations 1 in 20 6 Moderately high Moderate number of process deviations 1 in 80 5 Medium Occasional process deviation 1 in 400 4 Low Few process deviations 1 in 2,000 3 Slight Very few process deviations 1 in 4,000 2 Very slight Process deviation very unlikely 1 in 10,000 1 Remote Criteria Failure Rate Rating Occurrence
  • 32. No controls in place 10 Impossible Controls not aligned to critical quality attributes 9 Remote Controls are experimental 8 Very slight Controls being concurrently validated 7 Slight Low likelihood of detection; low usage of inspection and testing; inspections & tests are not optimal 6 Low Medium likelihood of detection; heavy use of inspection between process steps 5 Medium Moderate likelihood of detection; heavy use of inspection during process steps 4 Moderately high Detection is very likely; validated lab methods 3 High Detection is likely; heavy use of inspection between & during process steps (with some automation) 2 Very high Detection is certain; validated on-line PAT controls 1 Almost certain Criteria for Controls in Place Rating Detection Ability Table No. 1.5: Detection Rating (for failure modes)
  • 33. Learning Objective #4 Principles of Risk Management
  • 34. Principles of Risk Management Risk management is a process that occurs throughout a product’s lifecycle Risks change as the product moves through the life cycle Our level of understanding progresses along a learning curve The level of control we can achieve varies with technology Who is privy to risk communication changes
  • 35. Principles of Risk Management, cont. Safety-by-design is the preferred option for managing risks Is the design inherently safe? Preclinical studies Clinical studies Protective measures built into the manufacturing process Manufacturing Packaging Protective measures built-into the product Can this be done with drug products? Is labeling information all we can do?
  • 36. Principles of Risk Management, cont. Risk management models & tools must be modified to account for: The patients’ conditions The dosage form Maturity of the firm’s RMS Can I use RM tools without a RM model? Maturity of the firm’s QMS Can I use a RMS without a QMS? The firm’s culture
  • 37. Principles of Risk Management, cont. Risk management is an iterative process. How often does it need to be done? Annual Product Review? Change? Deviation Investigations? Project basis? sNDA? How often it is done dictates what part of the organization does it, and the resources available. Knowledge is transferable from one product to another
  • 38. Principles of Risk Management, cont. Top management commitment is critical for effective risk management Without adequate resources, RM is ineffective RM requires the involvement of trained individuals Each company’s top management must also establish a policy on how “acceptable” risks will be determined Can this be done “universally”? RM is a new and evolving process requiring periodic review & improvement
  • 39. Principles of Risk Management, cont. Policies and procedures document the 5 essential questions: Who What When Where How Training records What about the output from risk management activities? Where does that get documented? Annual Product Reports? Deviation Investigations? IQ//OQ/PQ? Other? Risk management activities must be documented.
  • 41. Bibliography Akao, Yoji, ed. Quality Function Deployment Integrating Customer Requirements into Product Design , Cambridge: Productivity Press, 1990, p. 27. Berry, Ira R. and Nash, Robert A., eds., Pharmaceutical Process Validation , 2nd ed., Marcel Dekker: New York, 1993. Butler, Shawn A., Fischbeck, Paul, “Multi-Attribute Risk Assessment” Carnegie Mellon University. FDA, Guidance for Industry Q9 Quality Risk Management , GPO, June 2006. FDA, Guidance for Industry Quality Systems Approach to Pharmaceutical CGMP Regulations , GPO, September 2006. FDA, Risk-Based Method for Prioritizing CGMP Inspections of Pharmaceutical Manufacturing Sites – A Risk Ranking Model , GPO, September 2004. Frame, J. Davidson, Managing Risk in Organizations A Guide for Managers , Josey-Bass: San Francisco, 2003. Franceschini, Fiorenzo, Advanced Quality Function Deployment , New York: St. Lucie Press, 2002. Gitlow, Oppenheim & Oppenheim, Quality Management: Tools and Methods for Improvement , 2nd ed., Irwin: Boston, 1995. Ishikawa, Kaoru, Guide to Quality Control , Quality Resources: White Plains, New York, 1982. ISPE, GAMP 4 Guide Validation of Automated Systems , ISPE: Orlando, Florida, 2001, Appendix M3, p. 2. MacCrimmon, Kenneth R. and Wehrung, Donald A., Taking Risks the Management of Uncertainty , The Free Press: New York, 1986. Project Management Institute, A Guide to the Project Management Body of Knowledge , 3rd edition, Project Management Institute: Newtown Square, Pennsylvania, 2004. Russell, J.P., The Process Auditing Techniques Guide , Quality Press: Milwaukee, Wisconsin, 2003.

Editor's Notes

  • #6: Risk management practices of the pharmaceutical industry are inadequate.An effective quality risk management approach can control potential quality issues during development, manufacturing and distribution.Use of quality risk management can improve decision making, if a quality problem arises.Effective quality risk management can facilitate better and more informed decisions.Can provide regulators with greater assurance of a company’s ability to deal with potential risks.
  • #15: Loss can take many forms:CompetitiveTimeControlPhysical well-beingMoneyExposure (Severity)How can the magnitude of the risk we are exposed to become greater?How can the magnitude of the risk we are exposed to be decreased?
  • #19: Resources are the result of bringing control, information and time to bear on a particular situation in the correct quantities and quality
  • #23: <number>