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There is no such thing as                                User Error
PRESENTER:




                Gavin Lew            Korey Johnson
                Managing Director    Associate Director
                User Centric, Inc.   User Centric, Inc.

MODERATOR:                                                      #uxlunch




             Pamela Stoffregen-Gay
             Sr. Marketing Mgr.                                       Join the discussion!
             User Centric, Inc.                                   @UserCentricInc
Company Overview: Snapshot Profile
• Founded in 1999; privately held firm with over 50 full time UX
  research and design consultants
    • Most have graduate degrees in psychology, human factors /
      ergonomics, ethnography, design and human computer
      interaction

• In 2007, 2008, 2009, 2010, 2011 User Centric was included on the
  Inc. 5000 List of the fastest growing companies in the U.S.

• UC is arguably the strongest user experience firm in the US
   • Healthcare (medical devices and HIT: EHRs)




                         © 2011 – Proprietary and Confidential       2
Introduction: In Search of Use Errors




                     © July 31, 2012 – Proprietary and Confidential   3
Introduction

No One Wants to Make a Device that Causes Errors




                    © July 31, 2012 – Proprietary and Confidential                  4
Introduction

Usual Suspects When Use Errors Are Committed




 Designers cannot ever think that being “highly
                                               trained”
  solves a medical device that is poorly designed
                     © July 31, 2012 – Proprietary and Confidential                  5
Introduction

Increased Vulnerability
 While it is true that HCPs are highly educated, often the tasks
  performed puts them into an “automatic mode” which makes
  them more vulnerable to use errors*




* Guenter, et al (2008). Enteral Feeding Misconnections: A Consortium Position
Statement, The Joint Commission Journal on Quality and Patient Safety, 34(5):
282-292.
                           © July 31, 2012 – Proprietary and Confidential                  6
Introduction

Don’t Forget Other Users…
 Originally, pharmacists were not considered to be a relevant
  user group for use errors, but Flynn, et al. (2003) estimated
  51.5 million errors occur per year (4 per day per pharmacy)




 Moreover, a human factors-related recall with pharmacists as
  the user as recent as September 23, 2011

                       © July 31, 2012 – Proprietary and Confidential                  7
Introduction

What About Patients?




 Especially when a medical device used by HCPs is
  “repurposed” for use with patients…!
                   © July 31, 2012 – Proprietary and Confidential                  8
Introduction

Patients…

 Are incredibly diverse
   – Literacy, education, experience

 Receive a wide range of training
   – Skewed towards no training

 Have different perspective and context

 Live in varied environments
   – i.e., uncontrolled environments
   – Consider: dogs, younger children

 Do research long enough and patients resemble…

                      © July 31, 2012 – Proprietary and Confidential                  9
Introduction

A Truly Diverse User Group




                    © July 31, 2012 – Proprietary and Confidential                  10
Introduction

Must Users Really Shoulder the Blame?




                    © July 31, 2012 – Proprietary and Confidential                  11
Introduction

Definition of a Use Error
 Use errors are made by humans and can often be
  attributed to the design itself

 “Use” as opposed to “human error” or “user error”
  removes blame from the user as the cause of the failure

 Targeting design deficiencies of the design itself links
  remedy to design changes (earlier the better)

 Often, we focus on the device itself, but
   – Interaction with other devices, connections (things) and
   – Instructions also contribute to use errors

                      © July 31, 2012 – Proprietary and Confidential                  12
Introduction

Focus Towards Improved Risk Management
 In an effort to improve
  patient safety…
   – The healthcare industry
     has focused more
     attention on risk
     management tools
   – Awareness of the
     important role that
     human factors plays in
     the design process
   – By driving more human
     factors into the design
     process sooner, rather
     than later, results in more
     positive change
                       © July 31, 2012 – Proprietary and Confidential                  13
What is FMEA?




                © July 31, 2012 – Proprietary and Confidential   14
What is FMEA?

FMEA: Failure Modes and Effects Analysis
 Answers the simple question:
       “If a system component fails, what is the effect on
                  system performance or safety?”

 Usage dates back to the 1940’s to evaluate military M&P
  to identify risks using a bottom-up assessment

 As technology advanced into areas, such as space
  exploration and nuclear power, the need to identify,
  prioritize and manage risk amplified

    At that time, assessment of risk in the design of
     systems tended to involve engineering and material
     failure.        © July 31, 2012 – Proprietary and Confidential                   15
What is FMEA?

Engineers: Two types of FMEA Risk Analyses

1. DESIGN FMEA. A design FMEA is used to examine the
   components of a product to identify potential failures.
  –   For example, in the automotive industry, a design FMEA is
      conducted on all components and subsystems of a new
      car during the design and manufacturing phases.
  –   The FMEA tool is used to evaluate the correctness of the
      materials, accuracy of specifications, and all other
      elements of design required to make a safe automobile.


1. PROCESS FMEA. A process FMEA is used to analyze
   the processes used to make a product.




                     © July 31, 2012 – Proprietary and Confidential                   16
What is FMEA?

Wait — Where is the User in the FMEA?




                    © July 31, 2012 – Proprietary and Confidential                   17
How to…

Need to Focus on the User in the FMEA

   “If a system component fails, what is the effect
           on system performance or safety?”

             Severity of Harm
                    (S)
                                                       “If a user commits an
                                                      error, what is the effect
             Probability (P)                         on system performance or
                                                               safety?”




                               (S x P)


                         © July 31, 2012 – Proprietary and Confidential              18
How to Conduct an FMEA




                  © July 31, 2012 – Proprietary and Confidential   19
How to…

Towards a More “Use–Error Focused-–FMEA”
 Expanding upon a chapter entitled “Risk management
  in medical products” by Ed Israelski and Bill Muto
    In Pascale Carayon’s recently published textbook, Handbook of
     Human Factors and Ergonomics in Health Care and Patient
     Safety, Second Edition

 Ed and Bill describe a step-by-step process to identify
  hazards and integrate it into the medical product
  development process
 They advocate one major addition to the FMEA
  procedure which adds the user into the process
– Perform a Task Analysis as this can predict user behaviors
  that relate to design interaction


                       © July 31, 2012 – Proprietary and Confidential             20
How to…

But First, Here is an Example FMEA




   FMEA appears in many different styles
   Ultimately, it is really a worksheet (table)
   Used by the team to document and work through issues
   Often has color to pull attention to specific rows

                     © July 31, 2012 – Proprietary and Confidential             21
How to…

12-Step Process (Israelski & Muto, 2012)
1.    Form a Team
2.    Perform a Task Analysis
3.    Start a Worksheet
4.    Brainstorm Potential Use Errors (failure modes)
5.    List potential Effects of each Failure Mode / operator error
6.    Assign Severity ratings (S)
7.    Estimate the Probability of occurrence ratings (P)
8.    Derive a Risk Index (S x P)
9.    Prioritize Risks by risk index values
10.   Take Actions to eliminate or reduce the high priority failure modes
11.   Estimate Effectiveness of action ratings
12.   Revise the Risk Priorities

Israelski, E., & Muto. W. (2012). Risk management in medical products. In P. Carayon (Ed.), Handbook
of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition. CRC Press.

                                  © July 31, 2012 – Proprietary and Confidential                       22
How to…

Step 1: Form a Team
 Team composition includes representatives from:
   –   Product team
   –   Regulatory
   –   Human Factors
   –   Engineering (Development)
   –   Medical Affairs
   –   Quality Assurance
   –   Training
   –   User Group representatives

 Agree upon goals and procedures to conduct the FMEA



                       © July 31, 2012 – Proprietary and Confidential             23
How to…

Step 2: Conduct a Task Analysis
                                                              Back to
                                                               Entry                    Just-browsing...
                                                               Point                Seeing what's available...                      Just Browsing
                                                                                                                                    for Info by:
                                                                                                                                    - Act
                                                                                                                                    - Venue
                                                                                                                                    - Date
                                                                                                                                    - Genre
                                                             User may be first-time or repeat visitor                               - Geographic Area
                                                             User is just browsing for information on upcoming events               - Upcoming Events
                                                              "I want to see what's coming soon"



                                                                                  "What's                                    "What would                                      "What is                                    "What deals
                                                                                  playing at the                             be fun to do                                     available this                              are available?"
                                                                                  Metro?"                                    with the                                         weekend?"
                                                                                                                             family?"


                                                                                                                               Try to limit browse
                                                                                                                               to 3-4 steps


                                                              Browse by Name                         Browsing by Genre                                  Browsing by Date                            Browse by Deals
                                                               (Event / Venue)

                                                                                                                                                     Show me what's coming up
                                                                                                          Show Genre                                                                                 Show me latest deals
                                                                                                                                                          this weekend
                                                                Search by Name

                                                                                                                                                                                                       Promo on Home
                                                                                                         Select Genre
                                                              Show search results                                                                          Search by Date
                                                              List of Acts: Metro
                                                              List of Venues: Metro
                                                                                                                                                                                                        Link to Promos
                                                              e.g., Amazon.com                     Show sub-category lisitng
                                                                                                                                                               Show Genre

                                                                                         AlphaNumeric Jum             Search by full listing?                                                           Select Promo

                                                                  Select Act or                           Select sub-
                                                                     Venue                                categories                              Show




 Conduct a formal task analysis
                                                                                                                                                  Events                                                   Show
                                                                                                                                                                                                           Events
                                                                                                       Show List of Acts
                                                                     Show
                                                                                                                                          Show List of Events
                                                                     Events

                                                                                                                                  Sort by State            Sort by Venue
                                                                                             AlphaNumeric Jump

                                                                                                                                  Jump to Date             Closest to Zip




 Don’t get lured into “we’ll do the
                                                                                            Search by full listing?
                                                                                                                               Search by Price             Sort by State


                                                                                                                                                                            TM.com should help
                                                                                                   Show                                           Anything        No
                                                                                                                                                                            - Try another venue?
                                                                                                   Events                                       interesting?
                                                                                                                                                                            - List headliners




  task analysis AND brainstorm”
                                                                                                                                                  Yes
                                                                                                                                                                                               TM.com should offer help
                                                                                                                                                                                               - Email new dates
                                                                                                                                                   Tix            No
                                                                                                                                                                            Depression         - Avail tickets
                                                                                                                                                  Avail?                                       - Next Concert
                                                                                                                                                                                               - etc.

                                                                                                                                                  Yes

                                                                                                                                                   Select




 Provide team with tasks, user
                                                                                                                                                Performance




                                                                                                                                                   Go to                               Exit
                                                                                                                                                   Buy                          Ticketmaster.com




  profiles, use environment, and
  examples of use errors
 Save “brainstorming” for identifying use errors
                      © July 31, 2012 – Proprietary and Confidential                                                                                                                                                                        24
How to…

Step 3: Start a Worksheet
 Settle on the format and columns
 Consider using large sheets of paper (11” x 17” or larger)
  with gridlines
 Documenting electronically via MS Excel and projecting
  screen to a wall can facilitate group interactions and
  discussions




                     © July 31, 2012 – Proprietary and Confidential             25
How to…

Step 4: Brainstorm Potential Use Errors (Failure Modes)
 Follow typical brainstorming rules (i.e., facilitate
  ideation over debate over merit discussions)
 Recognize efficiencies of breaking into sub-
  groups to reduce “tangent takeover”
 Actually helps to have the device (sounds silly…)
 Use data from customer complaints or MDRs




                     © July 31, 2012 – Proprietary and Confidential             26
How to…

Step 5: List Potential Effects of Each Failure Mode
 For each use error, describe the potential harm
  resulting from the Potential Effect
 When multiple harms can occur
   – List harms and elevate worst-case scenarios to the top, so
     they can be addressed first




                      © July 31, 2012 – Proprietary and Confidential             27
How to…

Step 6: Assign Severity Ratings (S)
 Assign a quantitative level of the Severity of the Harm
 Various levels of (S) are often used




                     © July 31, 2012 – Proprietary and Confidential             28
Methodology

Example of a Five-level Severity Scale (S)




 Three-level Severity Scale
   – “Severe, Moderate, Negligible”
                     © July 31, 2012 – Proprietary and Confidential                 29
How to…

Step 7: Estimate the Probability of Occurrence Ratings (P)
 Assign a quantitative level of the Probability of the use
  error occurring
 Various levels of (P) are often used




                      © July 31, 2012 – Proprietary and Confidential             30
Methodology

Step 7: Estimate the Probability of Occurrence Ratings (P)




 (P) levels can be 3 or 10 point scales derived from:
   – Historical data, prediction of probabilities using analytical
     or simulation techniques, experimental data, and even
     expert judgment.

                       © July 31, 2012 – Proprietary and Confidential                 31
Methodology

Step 7: Estimate the Probability of Occurrence Ratings (P)
 Consider that this (P) encompass situations and
  circumstances, as well as, an entire sequence of
  events from the occurrence of the initiating cause
  through to the occurrence of harm
   – Does the hazardous situation occur in the absence of a
     failure?
   – Does the hazardous situation occur in a fault condition?
   – Does the hazardous situation occur only in a multiple-fault
     condition?
   – How likely is it that a hazardous situation will lead to harm?
   – The likelihood that a hazardous situation will lead to harm
     is influenced by the life-cycle of the medical device and
     estimated number of devices in the market

                       © July 31, 2012 – Proprietary and Confidential                 32
How to…

Step 8: Derive a Risk Index (S x P)
 Risk Level = Severity x Probability
 Forms a Risk Priority Number (RPN)
 Compare to a Risk Evaluation Matrix




                      © July 31, 2012 – Proprietary and Confidential             33
Methodology

Risk Evaluation Matrix




 Regulators require special attention be paid to all
  catastrophic harm severities regardless of (P)
   – Historically, too many manufacturers have low balled (P)

                     © July 31, 2012 – Proprietary and Confidential                 34
How to…

Step 9: Prioritize the Risks by Risk Index Values
 Sort by Risk Index Level
 Consider Risk Control Measures
   – Failure modes that can be addressed immediately
   – Failure modes that require
     no action




                     © July 31, 2012 – Proprietary and Confidential             35
How to…

Step 10: Take Action to Eliminate or Reduce Risk




 Talking point:




                     © July 31, 2012 – Proprietary and Confidential             36
Introduction

Really Cool Opening Scene in a Nuclear Missile Silo




 West Wing star was more skeptical when a message
  came through and was hesitant to turn his key…

                     © July 31, 2012 – Proprietary and Confidential                  37
Introduction

Forcing the Reservoir Dogs Star to Suggest He Comply

 “Turn your key, sir!”




                    © July 31, 2012 – Proprietary and Confidential                  38
Introduction

Potentially Dangerous Actions Should Require More Effort
 This is where design can play a role to mitigate use
  errors and improve patient safety
 Many medical device manufacturers mitigate risk based
  on the ALARP (As Low As Reasonably Practicable)
   – Accepts that there is a practical limit to the time, effort, and
     money that can be spent trying to drive a risk to zero
 Still, manufacturers must justify
   – Burden is to show that cost required to reduce the tolerable
     risk further would be grossly disproportionate to the benefit
     gained and risks are those that are improbable and
     marginally severe thereby requiring no further mitigation
        Make it hard for users to do something wrong
             and easier for them to do it right
                        © July 31, 2012 – Proprietary and Confidential                  39
How to…

Step 11: Estimate the Effectiveness of Actions
 Did the Risk Control Measure make the device safer by:
   –   Eliminating the particular hazard?
   –   Reducing the Severity (S) and/or Probability (P)?
   –   Adding protective measures, such as safeties or alarms?
   –   Providing warning labels and instructions?
 Step 12: Revise Risk Priority (Risk Acceptability)




                                                                        ISO 14971:2007 Annex Updates


                       © July 31, 2012 – Proprietary and Confidential                                            40
Taking FMEA a Step Further…




                   © July 31, 2012 – Proprietary and Confidential   41
A Step Further…

Addendum to the 12 Steps…
 This paper seeks to evolve the process and take it to the
  next level
 The critical outcome of the FMEA with a Task Analysis is
  a list of potential use errors
   However, these potential use errors are limited to
      what can be ideated in the brainstorming activity
   All too often, these brainstorming activities occur in a
      closed office environment or even worse, sometimes
      conducted without the device!




                     © July 31, 2012 – Proprietary and Confidential                     42
A Step Further…

Where Does Brainstorming Occur?




                    © July 31, 2012 – Proprietary and Confidential                     43
A Step Further…

Review FMEA in a Simulated Environment




                   © July 31, 2012 – Proprietary and Confidential                     44
A Step Further…

Review FMEA in a Simulated Environment




                   © July 31, 2012 – Proprietary and Confidential                     45
A Step Further…

Break Out When Necessary
 Should a set of use errors be uncovered…
   – Break off sub-team to explore the new line of errors while
     the main team will continue down the list




                      © July 31, 2012 – Proprietary and Confidential                     46
A Step Further…

Takeaways
 An FMEA process combined with Task Analysis improves
  risk management

 Addition of simulated environments can increase the
  number of identified use errors and precision

 The goal is not to box the answer correctly the first time,
  but to get smarter all through the research process
   – FMEA should continue to evolve from exploratory to
     validation testing




                      © July 31, 2012 – Proprietary and Confidential                     47
References
   ISO 14971:2007 (with special emphasis on Annex D and E)
   Flynn, E.A., Barker, K.N., & Carnahan, N.J. (2003). National Observational
    Study of Prescription Dispensing: Methods, J Am Pharm Assoc. 43(2): 191-
    200.
   Guenter, P., Hicks, R.W., Simmons, D., Crowley, J., Joseph, S., Croteau, R.,
    Gosnell, C., Pratt, N.G., & Vanderveen, T.W. (2008). Enteral Feeding
    Misconnections: A Consortium Position Statement, The Joint Commission
    Journal on Quality and Patient Safety, 34(5): 282-292.
   Israelski, E., & Muto. W. (2012). Risk management in medical products. In P.
    Carayon (Ed.), Handbook of Human Factors and Ergonomics in Health Care
    and Patient Safety, Second Edition. CRC Press.
   Kaye, R,, & Crowley, J. (2000). Medical device use-safety: Incorporating
    human factors engineering into risk management. Food and Drug
    Administration
   Logan, M.K. (2010). A roundtable discussion: Increased focus on human
    factors drives device safety improvements. Human Factors Horizons. 8-15



                            © July 31, 2012 – Proprietary and Confidential         48
Questions?


PRESENTER:




             Gavin Lew              Korey Johnson
             Managing Director      Associate Director
             User Centric, Inc.     User Centric, Inc.
             glew@usercentric.com   kjohnson@usercentric.com




                                                               #uxlunch

 Up next:
 Conducting Longitudinal Mobile Studies
 Tuesday, Aug 21, 12:00 PM CDT                                       Join the discussion!
 www.usercentric.com/webinars                                    @UserCentricInc
                                                                                      49

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No Such Thing as User Error

  • 1. There is no such thing as User Error PRESENTER: Gavin Lew Korey Johnson Managing Director Associate Director User Centric, Inc. User Centric, Inc. MODERATOR: #uxlunch Pamela Stoffregen-Gay Sr. Marketing Mgr. Join the discussion! User Centric, Inc. @UserCentricInc
  • 2. Company Overview: Snapshot Profile • Founded in 1999; privately held firm with over 50 full time UX research and design consultants • Most have graduate degrees in psychology, human factors / ergonomics, ethnography, design and human computer interaction • In 2007, 2008, 2009, 2010, 2011 User Centric was included on the Inc. 5000 List of the fastest growing companies in the U.S. • UC is arguably the strongest user experience firm in the US • Healthcare (medical devices and HIT: EHRs) © 2011 – Proprietary and Confidential 2
  • 3. Introduction: In Search of Use Errors © July 31, 2012 – Proprietary and Confidential 3
  • 4. Introduction No One Wants to Make a Device that Causes Errors © July 31, 2012 – Proprietary and Confidential 4
  • 5. Introduction Usual Suspects When Use Errors Are Committed  Designers cannot ever think that being “highly trained” solves a medical device that is poorly designed © July 31, 2012 – Proprietary and Confidential 5
  • 6. Introduction Increased Vulnerability  While it is true that HCPs are highly educated, often the tasks performed puts them into an “automatic mode” which makes them more vulnerable to use errors* * Guenter, et al (2008). Enteral Feeding Misconnections: A Consortium Position Statement, The Joint Commission Journal on Quality and Patient Safety, 34(5): 282-292. © July 31, 2012 – Proprietary and Confidential 6
  • 7. Introduction Don’t Forget Other Users…  Originally, pharmacists were not considered to be a relevant user group for use errors, but Flynn, et al. (2003) estimated 51.5 million errors occur per year (4 per day per pharmacy)  Moreover, a human factors-related recall with pharmacists as the user as recent as September 23, 2011 © July 31, 2012 – Proprietary and Confidential 7
  • 8. Introduction What About Patients?  Especially when a medical device used by HCPs is “repurposed” for use with patients…! © July 31, 2012 – Proprietary and Confidential 8
  • 9. Introduction Patients…  Are incredibly diverse – Literacy, education, experience  Receive a wide range of training – Skewed towards no training  Have different perspective and context  Live in varied environments – i.e., uncontrolled environments – Consider: dogs, younger children  Do research long enough and patients resemble… © July 31, 2012 – Proprietary and Confidential 9
  • 10. Introduction A Truly Diverse User Group © July 31, 2012 – Proprietary and Confidential 10
  • 11. Introduction Must Users Really Shoulder the Blame? © July 31, 2012 – Proprietary and Confidential 11
  • 12. Introduction Definition of a Use Error  Use errors are made by humans and can often be attributed to the design itself  “Use” as opposed to “human error” or “user error” removes blame from the user as the cause of the failure  Targeting design deficiencies of the design itself links remedy to design changes (earlier the better)  Often, we focus on the device itself, but – Interaction with other devices, connections (things) and – Instructions also contribute to use errors © July 31, 2012 – Proprietary and Confidential 12
  • 13. Introduction Focus Towards Improved Risk Management  In an effort to improve patient safety… – The healthcare industry has focused more attention on risk management tools – Awareness of the important role that human factors plays in the design process – By driving more human factors into the design process sooner, rather than later, results in more positive change © July 31, 2012 – Proprietary and Confidential 13
  • 14. What is FMEA? © July 31, 2012 – Proprietary and Confidential 14
  • 15. What is FMEA? FMEA: Failure Modes and Effects Analysis  Answers the simple question: “If a system component fails, what is the effect on system performance or safety?”  Usage dates back to the 1940’s to evaluate military M&P to identify risks using a bottom-up assessment  As technology advanced into areas, such as space exploration and nuclear power, the need to identify, prioritize and manage risk amplified  At that time, assessment of risk in the design of systems tended to involve engineering and material failure. © July 31, 2012 – Proprietary and Confidential 15
  • 16. What is FMEA? Engineers: Two types of FMEA Risk Analyses 1. DESIGN FMEA. A design FMEA is used to examine the components of a product to identify potential failures. – For example, in the automotive industry, a design FMEA is conducted on all components and subsystems of a new car during the design and manufacturing phases. – The FMEA tool is used to evaluate the correctness of the materials, accuracy of specifications, and all other elements of design required to make a safe automobile. 1. PROCESS FMEA. A process FMEA is used to analyze the processes used to make a product. © July 31, 2012 – Proprietary and Confidential 16
  • 17. What is FMEA? Wait — Where is the User in the FMEA? © July 31, 2012 – Proprietary and Confidential 17
  • 18. How to… Need to Focus on the User in the FMEA “If a system component fails, what is the effect on system performance or safety?” Severity of Harm (S) “If a user commits an error, what is the effect Probability (P) on system performance or safety?” (S x P) © July 31, 2012 – Proprietary and Confidential 18
  • 19. How to Conduct an FMEA © July 31, 2012 – Proprietary and Confidential 19
  • 20. How to… Towards a More “Use–Error Focused-–FMEA”  Expanding upon a chapter entitled “Risk management in medical products” by Ed Israelski and Bill Muto  In Pascale Carayon’s recently published textbook, Handbook of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition  Ed and Bill describe a step-by-step process to identify hazards and integrate it into the medical product development process  They advocate one major addition to the FMEA procedure which adds the user into the process – Perform a Task Analysis as this can predict user behaviors that relate to design interaction © July 31, 2012 – Proprietary and Confidential 20
  • 21. How to… But First, Here is an Example FMEA  FMEA appears in many different styles  Ultimately, it is really a worksheet (table)  Used by the team to document and work through issues  Often has color to pull attention to specific rows © July 31, 2012 – Proprietary and Confidential 21
  • 22. How to… 12-Step Process (Israelski & Muto, 2012) 1. Form a Team 2. Perform a Task Analysis 3. Start a Worksheet 4. Brainstorm Potential Use Errors (failure modes) 5. List potential Effects of each Failure Mode / operator error 6. Assign Severity ratings (S) 7. Estimate the Probability of occurrence ratings (P) 8. Derive a Risk Index (S x P) 9. Prioritize Risks by risk index values 10. Take Actions to eliminate or reduce the high priority failure modes 11. Estimate Effectiveness of action ratings 12. Revise the Risk Priorities Israelski, E., & Muto. W. (2012). Risk management in medical products. In P. Carayon (Ed.), Handbook of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition. CRC Press. © July 31, 2012 – Proprietary and Confidential 22
  • 23. How to… Step 1: Form a Team  Team composition includes representatives from: – Product team – Regulatory – Human Factors – Engineering (Development) – Medical Affairs – Quality Assurance – Training – User Group representatives  Agree upon goals and procedures to conduct the FMEA © July 31, 2012 – Proprietary and Confidential 23
  • 24. How to… Step 2: Conduct a Task Analysis Back to Entry Just-browsing... Point Seeing what's available... Just Browsing for Info by: - Act - Venue - Date - Genre User may be first-time or repeat visitor - Geographic Area User is just browsing for information on upcoming events - Upcoming Events "I want to see what's coming soon" "What's "What would "What is "What deals playing at the be fun to do available this are available?" Metro?" with the weekend?" family?" Try to limit browse to 3-4 steps Browse by Name Browsing by Genre Browsing by Date Browse by Deals (Event / Venue) Show me what's coming up Show Genre Show me latest deals this weekend Search by Name Promo on Home Select Genre Show search results Search by Date List of Acts: Metro List of Venues: Metro Link to Promos e.g., Amazon.com Show sub-category lisitng Show Genre AlphaNumeric Jum Search by full listing? Select Promo Select Act or Select sub- Venue categories Show  Conduct a formal task analysis Events Show Events Show List of Acts Show Show List of Events Events Sort by State Sort by Venue AlphaNumeric Jump Jump to Date Closest to Zip  Don’t get lured into “we’ll do the Search by full listing? Search by Price Sort by State TM.com should help Show Anything No - Try another venue? Events interesting? - List headliners task analysis AND brainstorm” Yes TM.com should offer help - Email new dates Tix No Depression - Avail tickets Avail? - Next Concert - etc. Yes Select  Provide team with tasks, user Performance Go to Exit Buy Ticketmaster.com profiles, use environment, and examples of use errors  Save “brainstorming” for identifying use errors © July 31, 2012 – Proprietary and Confidential 24
  • 25. How to… Step 3: Start a Worksheet  Settle on the format and columns  Consider using large sheets of paper (11” x 17” or larger) with gridlines  Documenting electronically via MS Excel and projecting screen to a wall can facilitate group interactions and discussions © July 31, 2012 – Proprietary and Confidential 25
  • 26. How to… Step 4: Brainstorm Potential Use Errors (Failure Modes)  Follow typical brainstorming rules (i.e., facilitate ideation over debate over merit discussions)  Recognize efficiencies of breaking into sub- groups to reduce “tangent takeover”  Actually helps to have the device (sounds silly…)  Use data from customer complaints or MDRs © July 31, 2012 – Proprietary and Confidential 26
  • 27. How to… Step 5: List Potential Effects of Each Failure Mode  For each use error, describe the potential harm resulting from the Potential Effect  When multiple harms can occur – List harms and elevate worst-case scenarios to the top, so they can be addressed first © July 31, 2012 – Proprietary and Confidential 27
  • 28. How to… Step 6: Assign Severity Ratings (S)  Assign a quantitative level of the Severity of the Harm  Various levels of (S) are often used © July 31, 2012 – Proprietary and Confidential 28
  • 29. Methodology Example of a Five-level Severity Scale (S)  Three-level Severity Scale – “Severe, Moderate, Negligible” © July 31, 2012 – Proprietary and Confidential 29
  • 30. How to… Step 7: Estimate the Probability of Occurrence Ratings (P)  Assign a quantitative level of the Probability of the use error occurring  Various levels of (P) are often used © July 31, 2012 – Proprietary and Confidential 30
  • 31. Methodology Step 7: Estimate the Probability of Occurrence Ratings (P)  (P) levels can be 3 or 10 point scales derived from: – Historical data, prediction of probabilities using analytical or simulation techniques, experimental data, and even expert judgment. © July 31, 2012 – Proprietary and Confidential 31
  • 32. Methodology Step 7: Estimate the Probability of Occurrence Ratings (P)  Consider that this (P) encompass situations and circumstances, as well as, an entire sequence of events from the occurrence of the initiating cause through to the occurrence of harm – Does the hazardous situation occur in the absence of a failure? – Does the hazardous situation occur in a fault condition? – Does the hazardous situation occur only in a multiple-fault condition? – How likely is it that a hazardous situation will lead to harm? – The likelihood that a hazardous situation will lead to harm is influenced by the life-cycle of the medical device and estimated number of devices in the market © July 31, 2012 – Proprietary and Confidential 32
  • 33. How to… Step 8: Derive a Risk Index (S x P)  Risk Level = Severity x Probability  Forms a Risk Priority Number (RPN)  Compare to a Risk Evaluation Matrix © July 31, 2012 – Proprietary and Confidential 33
  • 34. Methodology Risk Evaluation Matrix  Regulators require special attention be paid to all catastrophic harm severities regardless of (P) – Historically, too many manufacturers have low balled (P) © July 31, 2012 – Proprietary and Confidential 34
  • 35. How to… Step 9: Prioritize the Risks by Risk Index Values  Sort by Risk Index Level  Consider Risk Control Measures – Failure modes that can be addressed immediately – Failure modes that require no action © July 31, 2012 – Proprietary and Confidential 35
  • 36. How to… Step 10: Take Action to Eliminate or Reduce Risk  Talking point: © July 31, 2012 – Proprietary and Confidential 36
  • 37. Introduction Really Cool Opening Scene in a Nuclear Missile Silo  West Wing star was more skeptical when a message came through and was hesitant to turn his key… © July 31, 2012 – Proprietary and Confidential 37
  • 38. Introduction Forcing the Reservoir Dogs Star to Suggest He Comply  “Turn your key, sir!” © July 31, 2012 – Proprietary and Confidential 38
  • 39. Introduction Potentially Dangerous Actions Should Require More Effort  This is where design can play a role to mitigate use errors and improve patient safety  Many medical device manufacturers mitigate risk based on the ALARP (As Low As Reasonably Practicable) – Accepts that there is a practical limit to the time, effort, and money that can be spent trying to drive a risk to zero  Still, manufacturers must justify – Burden is to show that cost required to reduce the tolerable risk further would be grossly disproportionate to the benefit gained and risks are those that are improbable and marginally severe thereby requiring no further mitigation Make it hard for users to do something wrong and easier for them to do it right © July 31, 2012 – Proprietary and Confidential 39
  • 40. How to… Step 11: Estimate the Effectiveness of Actions  Did the Risk Control Measure make the device safer by: – Eliminating the particular hazard? – Reducing the Severity (S) and/or Probability (P)? – Adding protective measures, such as safeties or alarms? – Providing warning labels and instructions?  Step 12: Revise Risk Priority (Risk Acceptability) ISO 14971:2007 Annex Updates © July 31, 2012 – Proprietary and Confidential 40
  • 41. Taking FMEA a Step Further… © July 31, 2012 – Proprietary and Confidential 41
  • 42. A Step Further… Addendum to the 12 Steps…  This paper seeks to evolve the process and take it to the next level  The critical outcome of the FMEA with a Task Analysis is a list of potential use errors  However, these potential use errors are limited to what can be ideated in the brainstorming activity  All too often, these brainstorming activities occur in a closed office environment or even worse, sometimes conducted without the device! © July 31, 2012 – Proprietary and Confidential 42
  • 43. A Step Further… Where Does Brainstorming Occur? © July 31, 2012 – Proprietary and Confidential 43
  • 44. A Step Further… Review FMEA in a Simulated Environment © July 31, 2012 – Proprietary and Confidential 44
  • 45. A Step Further… Review FMEA in a Simulated Environment © July 31, 2012 – Proprietary and Confidential 45
  • 46. A Step Further… Break Out When Necessary  Should a set of use errors be uncovered… – Break off sub-team to explore the new line of errors while the main team will continue down the list © July 31, 2012 – Proprietary and Confidential 46
  • 47. A Step Further… Takeaways  An FMEA process combined with Task Analysis improves risk management  Addition of simulated environments can increase the number of identified use errors and precision  The goal is not to box the answer correctly the first time, but to get smarter all through the research process – FMEA should continue to evolve from exploratory to validation testing © July 31, 2012 – Proprietary and Confidential 47
  • 48. References  ISO 14971:2007 (with special emphasis on Annex D and E)  Flynn, E.A., Barker, K.N., & Carnahan, N.J. (2003). National Observational Study of Prescription Dispensing: Methods, J Am Pharm Assoc. 43(2): 191- 200.  Guenter, P., Hicks, R.W., Simmons, D., Crowley, J., Joseph, S., Croteau, R., Gosnell, C., Pratt, N.G., & Vanderveen, T.W. (2008). Enteral Feeding Misconnections: A Consortium Position Statement, The Joint Commission Journal on Quality and Patient Safety, 34(5): 282-292.  Israelski, E., & Muto. W. (2012). Risk management in medical products. In P. Carayon (Ed.), Handbook of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition. CRC Press.  Kaye, R,, & Crowley, J. (2000). Medical device use-safety: Incorporating human factors engineering into risk management. Food and Drug Administration  Logan, M.K. (2010). A roundtable discussion: Increased focus on human factors drives device safety improvements. Human Factors Horizons. 8-15 © July 31, 2012 – Proprietary and Confidential 48
  • 49. Questions? PRESENTER: Gavin Lew Korey Johnson Managing Director Associate Director User Centric, Inc. User Centric, Inc. glew@usercentric.com kjohnson@usercentric.com #uxlunch Up next: Conducting Longitudinal Mobile Studies Tuesday, Aug 21, 12:00 PM CDT Join the discussion! www.usercentric.com/webinars @UserCentricInc 49

Notes de l'éditeur

  1. Engineers/Designers often build to a spec (set of bullets) Context can easily be lost But, no one wants to create something that is confusing
  2. The usual suspects who commit Use Errors are Healthcare Professionals [NEXT] Physician Assistants, Nurses, and Physicians are highly trained individuals. They tend to commit use errors. They tend to be the user when a hazardous situation occurs… Sometimes leading to catastrophic results and possibly device recall. [NEXT]
  3. Learn in UX research… Engineers are often removed from the user experience Lack of context
  4. Medical Device Reports
  5. Seven approaches are commonly employed to estimate probabilities: ⎯ use of relevant historical data; ⎯ prediction of probabilities using analytical or simulation techniques; ⎯ use of experimental data; ⎯ reliability estimates; ⎯ production data; ⎯ post-production information; ⎯ use of expert judgment.
  6. FDA and regulators require special attention be paid to all catastrophic harm severities reqardless of likelihood estimates being low. (such as improbable) They have seen too many manufacturers low balling the likelihood estimates.
  7. Lowers in acceptability as the line goes down
  8. This paper seeks to evolve the process and take it to the next level The critical outcome of the FMEA with a Task Analysis is a list of potential use errors. However, these potential use errors are limited to what can be ideated in the brainstorming activity. All too often, these brainstorming activities occur in a closed office environment or even worse, sometimes conducted without the device!
  9. Situations are better with more robust environments Painted mannequins and customized to expected use conditions.  The sim lab can develop indication-specific clinical scenarios that would exhibit patient outcomes that any failures may cause.
  10. Connections, audio alarms, lighting,…