Showing posts with label Task Analysis. Show all posts
Showing posts with label Task Analysis. Show all posts

Thursday, December 12, 2019

Submission of the Human Engineering File to the FDA and Other Regulatory Bodies, Sections 6 and 7: Part V

I cover Sections 6 and 7 in this article as shown below:

6Summary of preliminary analyses and evaluations
  • Evaluation methods used
  • Key results and design modifications implemented in response
  • Key findings that informed the human factors validation test protocol
7Description and categorization of critical tasks 
  • Process used to identify critical tasks
  • List and descriptions of critical tasks
  • Categorization of critical tasks by severity of potential harm
  • Descriptions of use scenarios that include critical tasks
I consider Sections 6 and 7 together because the information for these two sections should have come from the formative stage of the research and design process. These two sections could be combined into a single section. However, it is apparent that the FDA (and probably other regulatory bodies as well) considers Section 7, Description and categorization of critical tasks, as important enough to have its own, separate section. 

Importance of Getting It Right


The contents of these sections, the descriptions and explanations provided, can be the difference between: 

  • An easy, unquestioned acceptance of what you've done or
  • A difficult, question-riddled review of the work that you performed resulting in:
    • Approval delays, 
    • A reworking of the submitted materials 
    • Requests for additional research to be performed, or 
    • Rejection of the human engineering file 

To fully address what should be included in Sections 6 and 7, you need to examine your entire HE process in the context of the research and development program of your medical device or system and determine whether your HE process can adequately address reporting requirements of these two sections. These sections form the core of the report of your research and design process up to the point immediately before you begin your final phase of testing, namely verification and validation (summative) testing.


Section 6: Summary of the Preliminary Analysis and Evaluations


What Should be in Section 6

I briefly cover the points of what should be included in Section 6. Assuming that you are a human engineering professional, you should already have a reasonable understanding of the meaning of each of three requirements listed below. 

1. Evaluation methods used

This comprises the entire body of research performed including all of the data collected before the implementing a foundational or initial design, and all of the testing performed on the design.

2. Key results and design modifications implemented in response

What findings from your research lead to you to creating your initial design and what where the factors that lead you to modifying your design?

3. Key findings that informed the human factors validation test protocol

How did your arrive at creating your research protocol for summative/validation testing? How do you know that your validation protocol is appropriate and will verify that your system or device is safe for use?

That's the brief overview of what should be in Section 6. However, what should be included in Section 6 are the logical threads of justifications for doing what you did: for creating your research and development plan, the initial/foundational design and how you went about modifying that design. 
   
Don't be deceived by the seeming simplicity of Section 6. It is far more complicated and demands much more investigative and design process rigor than one might imagine. 


Human Engineering (HE): Research and Development


Section 6 is the section where you lay out all research and development performed in relationship to human engineering. Thus, Section 6 becomes the place where you make your case for the research that you performed and the design choices that you made. After reading Section 6, the reviewer should have a clear understanding and be in agreement with the research and design process that was undertaken. This includes the rationale for the research plan as proposed and undertaken including the rationale for any changes made to the plan on the basis of research findings. It will include the rationale for the design process, including the initial or foundational design and the reasons for changes made through the design iteration process.

Human factors is the study of how human interact with or operate systems and devices. Its fundamentally research. Human engineering incorporates the human factors, but encompasses and  incorporates design and the design process that should be at its foundation, driven by research. The research that directs and informs design and the design process includes field, laboratory, library, risk or research-based standards. And in the absence of the ability to collect empirical data: scenarios and interaction walk-throughs and analysis. 


You will need to defend your rationale for the specific research projects undertaken and the design choices made. Because the narrative is an overview, it's often a good place to explain the much of the logic for the research undertaken and the design choices made.


Defending HE Research and Design Planning and Choices


Adequate and effective justification of your research and development plan and design choices will often be the key to insuring unquestioned acceptance of your submission. Here are some suggestions:

  1. Justifying the Research and Development Plan -- the means for creating a usable and low-likelihood use-error and low risk system or device. Reasoning and justifications for the creating a research and development plan for this system or device include:
    • Compliance with IEC 62366 (part 1).
    • Conformance to FDA HE program guidance (on the FDA website).
    • Guidance from AAMI/ANSI HE-75
    • Guidance from previous, similar and accepted plans 
    • This system or device is a next generation release of a currently, commercially available product. Thus the research and development performed along with field collected data provide guidance for research and design plan for this next generation product.
  2. Justification for performing specific research include:
    • Planned research
    • Research fits within the guidelines set within the research plan.
    • Research is designed to answer specific research questions. Often during a research program, questions arise that may be human performance, design specific, etc. that may not have been specified in the research plan. Often times these types of studies are applicable to the research and development of a variety of device and systems. In this case the research is "question-driven." Those research questions need to be clearly defined out within the research protocol and become the clear justification for the research and the applicability and potential value of the findings.
    • Findings from planned research suggest the need for new research not originally planned.
  3. Justification for the foundational design: is initial design that is prototyped, usability tested and then iterated. The foundational design establishes the basic design philosophy (appearance and operation) that will likely be commercialized. While the foundational design will likely be updated and improved throughout the research and development process; fundamentally, it will likely maintain the same design philosophy. Thus, establishment of the foundational design maybe the most consequential step in the research and development process. Justifications for the foundational design include:
    • Updated version of an earlier, accepted design: using the same design philosophy. Updates and improvement driven-by field research, customer feedback, research on the use of the system under actual conditions.
    • Findings from formative research as defined by the research and development plan undertaken before initiating a design.
    • Compliance with accepted design standards, e.g., AAMI HE75. (There are a wide array of design standards issued and accepted by the US agencies as well as other agencies of a variety of countries. When localization of a design is required, the design standards issued by the targeted country should be considered and referenced.)
  4. Justification for changes made to the foundational and modified designs.
    • Findings from prototype testing.
    • Findings from expert reviewers: resulting from design walkthroughs/reviews and/or interactions with the device or system.
    • Limited field tests of prototypes.
  5. Justification that the design has reached the stage for verification and validation (summative) testing. And that a research protocol can be written that can effectively and realistically test the system or device to demonstrate that the system or device will be safe for use by members of the targeted population in the intended use environment(s).
    • This is the hand-off point to the summative testing phase.
    • Justification that that the system or device is read to hand off: The formative testing up to this point should have subjected the system or device to the all of the testing that it would be subjected-to multiple times. And the system or device should have passed those tests multiple times. Thus, if the research and development plan was properly executed nothing of any concern should come from verification and validation testing. If there are findings that are the least bit concerning, then it is time to reexamine your research and development planning and protocols. 
    • Finally, if your formative testing, meaning all of the testing performed up to this point, has been comprehensive,  rigorous and complete, then that testing should dictate the verification and validation research protocols.

What Should be Included in the Section 6 Narrative


I suggest that your narrative should be written in the form of a story. It should be a narration that describes in a linear fashion (from the beginning to immediately before the validation step) what you did, why you did it: 

  • if it's research, summarize what you did and what you found, 
  • if it's your foundational design, provide an high level description of how you arrived at this design (include enough figures to be sure that a reviewer will understand your description) and
  • if it's a design update, explain what change or changes were made and why.
Be sure to include references to your submitted materials in your HE file.



Section 7: Description and categorization of critical tasks


Identifying the critical tasks that will be performed on your system or device should be part of formative research. Often the ability to identify the set of critical tasks is beyond the expertise of the human engineering professional and identifying as well as categorizing the critical tasks requires the support of subject-matter experts (who should be included from the beginning of the formative research stage). My experience has been to integrate subject-matter experts into the research and design process from product inception.  

The list of requirements for Section 7 include:

1. Process used to identify critical tasks

With your subject-matter experts, describe the process used to identify your critical tasks. 

2. List and descriptions of critical tasks

Include with this your justifications and reasoning for this list. 

3. Categorization of critical tasks by severity of potential harm

In addition, if any of your critical tasks have the possibility of inflicting moderate to critical harm, I suggest that mitigations developed to minimize the likelihood that harm would ever occur. 


4. Descriptions of use scenarios that include critical tasks

These use scenarios should form a fundamental part of both your testing as well as justification and rationale for your design (and updates to your design.)

Section 7 Narrative


I suggest that in your narrative that you include a table with the information from items 2 and 3 above. I would add a brief summary of the process that was used to identify your critical tasks. Finally, include a reference to the use scenarios that include the critical tasks. You don't need to include them in your narrative, a reference should be sufficient. 

______________________
Note: I plan on periodically updating this article as I learn more and reconsider what I have written. With each update, I'll include at the top of this article, when it was updated and list some of the changes that I have made. 

Monday, November 11, 2019

Submission of the Human Engineering File to the FDA and Other Regulatory Bodies: Part II

These are the sections we'll cover in this article.

SecContents
1Conclusion
The device has been found to be safe and effective for the intended users, uses and use environments.
  • Brief summary of HFE/UE processes and results that support this conclusion
  • Discussion of residual use-related risk
2Descriptions of intended device users, uses, use environments, and training
  • Intended user population(s) and meaningful differences in capabilities between multiple user populations that could affect user interactions with the device
  • Intended use and operational contexts of use
  • Use environments and conditions that could affect user interactions with the device    
  • Training intended for users
3Description of device user interface 
  • Graphical representation of device and its user interface
  • Description of device user interface
  • Device labeling
  • Overview of operational sequence of device and expected user interactions with user interface
With the exception of Section 1 each one of these sections will have a document or document attached to that section. Each section of the narrative document will be a summary of the foundational document or documents attached to that specific section. Make sure that the foundational documents are clearly referenced in each section.

Section Content Analysis

Section 1: Conclusion

This section is an abstract that includes the conclusion of the research program: that the device is "safe and effective" for those intended to use it. I suggest that this section include a brief description of the device at the beginning, its purpose and what medical issues it addresses. For example, if the medical device was a pacemaker, describe what it does, for whom it is intended and what medical issues it addresses. This description should be about one paragraph in length. And the paragraph should end with the "safe and effective" statement and that as to why this conclusion had been reached is briefly listed below in this section. You can add that a full and complete summary follows this section. 

A brief description of the device may well be helpful to the reviewer(s). Although submitted as a complete package that includes a full and detailed description of the device, the package is often split among several reviewers with specific specialties such as human factors. Therefore, the reviewer of the human engineering file may not read or even see the entire submission. Thus a brief description of the device may well provide some welcome context to the reviewer.

The brief summary of human engineering processes can be as simple as a list of steps that were performed. That could include observational studies/contextual analysis, structured interviews of members of the user population and/or subject-matter experts, prototype testing, use-error identification, etc.

Finally, this would be the place to disclose any lingering use-error problems that remain and how they're being addressed. Also, note that these lingering use-error problems have been determined to be low risk: before or after risk mitigations.

Section 2: Descriptions of intended device users, uses, use environments, and training

This section consists of a discussion who would be using the device -- their characteristics, training, education, certification, etc. -- where and how it would be used and the circumstances were it would be used. And finally, a description of the instructions or training that may be required in order to operate the device.

This section will likely be lengthy and comprehensive. Not as lengthy as the foundation document or documents, but it should include a significant portion of what that document(s) contains. You should include enough information to provide the reviewer with a full understanding of who is expected to use the device, how and when it should be used, where it's expected to be used and what positive outcomes would be expected when it is used. And finally what if any are the circumstances such as  the use environment that could how it might be used or effect whether or not it is used correctly.

Your foundational documents will likely include several specific device use scenarios. Include some of the most illustrative of those scenarios in your narrative. 

Devices are often targeted for use by specific classes of users in specific environments. For example, a device may be targeted for use by ICU nurses in the ICU. However, the device could conceivably be used in the general hospital setting by general practice nurses, especially inexperienced or recently graduated nurses. This section should discuss this possibility and what might be needed to be done to adapt the device to other environments and more groups of users with different skills and skill levels.

Finally, summarize the research evidence collected as well as the analysis performed that pertain to this section. Be sure to reference all the foundational documents as well as any internal or outside, published research not specifically performed for this device but applicable to this section. 

Section 3: Description of device user interface 

It may be worth considering lifting the entire description with the images from the foundation document and placing it in the narrative. And then consider what you can remove and still provide the reviewer with adequate information to evaluate the operation of the device. The entire user manual will likely not be necessary to be included in the narrative. You could consider having someone who is not familiar with the device read the description to determine if enough information has been provided. If the person can accurately describe how users would interact with the user interface in order to accomplish specific task (with the images of the user interface that you have provided), then your description is adequate.

Although not stated, this would be an acceptable section to summarize the design process, the evidence that lead to the finalized design and how that evidence was used to both create the initial design and iterate the design until it reached its final form. 

Submission of the Human Engineering File to the FDA and Other Regulatory Bodies

Background

About a year ago I was asked what I thought was the most difficult phase of the medical device human engineering process. Frankly, I'd never before considered such a question. I could not identify any phase of the process that I considered more difficult than any other. I considered whether early phase formative research and testing or risk identification, use errors and risk management would be the most difficult. No, actually for me these phases have always proven to be the most interesting phases in the process. Challenging, yes; difficult, no.

The questioner had an answer in mind: she believed that the validation testing was the most difficult. I disagreed. I believe that the validation testing was most often the least difficult of all the phases of the process. Why? Because validation comes at the end of the entire process and is based on all of the work that you've done previously to get one to the point of validation testing. Thus the procedure of a validation test should flow naturally and easily from the earlier work.

In the end, we agreed to disagree. However, the question never left me. 

I have finally come up with the answer. The most difficult phase of the process is the creation of the narrative for the regulatory reviewers. What I refer to is more than putting together the folder of documents of all of the human engineering related activities. It is the construction of a cohesive and understandable narrative the provides to a reviewer an overall view of the reasoning and logic of the steps taken and that the procedures performed that will demonstrate that the human engineering process was sound and resulting from it is a system that will be safe to use. This is the most difficult phase of the human engineering process, especially if writing the narrative comes at the end.

Human Engineering Pre-Market Submission

Here is the outline of what the FDA expects in a Human Engineering Pre-Market Submission as provided by the FDA on their website:

Sec.Contents
1Conclusion
The device has been found to be safe and effective for the intended users, uses and use environments.
  • Brief summary of HFE/UE processes and results that support this conclusion
  • Discussion of residual use-related risk
2Descriptions of intended device users, uses, use environments, and training
  • Intended user population(s) and meaningful differences in capabilities between multiple user populations that could affect user interactions with the device
  • Intended use and operational contexts of use
  • Use environments and conditions that could affect user interactions with the device    
  • Training intended for users
3Description of device user interface 
  • Graphical representation of device and its user interface
  • Description of device user interface
  • Device labeling
  • Overview of operational sequence of device and expected user interactions with user interface
4Summary of known use problems 
  • Known use problems with previous models of the subject device
  • Known use problems with similar devices, predicate devices or devices with similar user interface elements
  • Design modifications implemented in response to  post-market use error problems
5Analysis of hazards and risks associated with use of the device
  • Potential use errors
  • Potential harm and severity of harm that could result from each use error
  • Risk management measures implemented to eliminate or reduce the risk
  • Evidence of effectiveness of each risk management measure
6Summary of preliminary analyses and evaluations
  • Evaluation methods used
  • Key results and design modifications implemented in response
  • Key findings that informed the human factors validation test protocol
7Description and categorization of critical tasks 
  • Process used to identify critical tasks
  • List and descriptions of critical tasks
  • Categorization of critical tasks by severity of potential harm
  • Descriptions of use scenarios that include critical tasks
8Details of human factors validation testing
  • Rationale for test type selected (i.e., simulated use, actual use or clinical study)
  • Test environment and conditions of use
  • Number and type of test participants
  • Training provided to test participants and how it corresponded to real-world training levels
  • Critical tasks and use scenarios included in testing
  • Definition of successful performance of each test task 
  • Description of data to be collected and methods for documenting observations and interview responses
  • Test results: Observations of task performance and occurrences of use errors, close calls, and use problems 
  • Test results: Feedback from interviews with test participants regarding device use, critical tasks, use errors, and problems (as applicable)  
  • Description and analysis of all use errors and difficulties that could cause harm, root causes of the problems, and implications for additional risk elimination or reduction 
Each one of the items listed will include one or more documents that address in some manner each one of the sub-points listed in each one of the items. You could place these documents into a folder, identify where they belong and submit this to the FDA or other regulatory body. However, I advocate something more: write an over arching narrative that takes the reader through the path of not only what was performed but why as well. The narrative can be and probably should be based on the outline above. (I'm sure there are exceptions, but beginning with the outline above should be your starting point.)
The narrative should provide a comprehensive flow that interconnects each of the phases and explains reasoning for what was done including the rationale behind the design and operation of the system as well as why it's appropriate for use by the identified user population as well as other likely populations who might encounter it.

Why Write a Narrative?

Is a narrative required as part of a submission? From all that I can tell: no, it's not a requirement as part of a submission to regulatory bodies. 

However, consider the fact that if you can't explain the logic of what you did to yourselves, how hard will it be for a reviewer to comprehend? And if the reviewer can't comprehend what you did -- including the reasoning and logic behind it -- could your submission be at risk for rejection? The answer is "yes," you may be putting your submission at risk for rejection.

The narrative is analogous to a completed jigsaw puzzle. A human engineering file without a narrative is analogous to just the jigsaw puzzle pieces. Yes everything is there, but what is it suppose to be? 

Submitting a human engineering file that includes a comprehensive narrative can insure that your submission is understandable: to you as well as your reviewers. It can insure that there are no gaps or issues that should have been included in your submission are left out. Again, going back to the jigsaw puzzle analogy, you don't know that you've got a missing piece or pieces until you've assembled the puzzle.

The narrative provides reviewers with framework to understand what you've done. Interestingly enough this will likely minimize any questions reviewer might have about your submission. And will likely minimize the likelihood that you'll get questions that you cannot answer.

One more thing to note: if your narrative is clear and comprehensive, it's likely that the reviewer or reviewers will often read no further or will simply scan the foundational documents to insure that the foundational documents do in fact support what is stated in the narrative. This could speed the regulatory review and acceptance. 

More Articles on This Topic

I'll be writing a series of articles on the topic of human engineering file submission narratives over the next week or two. I'll focus on specific areas of the narrative and discuss some of what I have done with regards to putting together narratives for submission to regulators. 



Wednesday, April 21, 2010

HE-75: Collecting Data and Modeling Tasks and Environment

This article expounds on my earlier article related to AAMI HE-75: Know what thy user does and where they do it. 


Collect and Represent the Data


Ideally the first steps in the design process should occur before a design is ever considered.  Unfortunately, in virtually every case I have encountered, a design for the user interface has already been in the works before the steps for collecting user and task related data have been performed.


Nevertheless, if you are one of the people performing the research, do as much as you can to push the design out of your mind and focus on objectively collecting and evaluating the data.  And, in your data analysis, following the data and not your or the preconceived notions of someone else.


There are a variety of means for collecting data and representing it.  The means for collecting the data will generally involve:
  • Observation - collecting the step-by-step activities as a person under observation performs their tasks.
  • Inquiry - collecting data about the a person's cognitive processes.
Once the data has been connected, it requires analysis and representation in a manner that is useful for later steps in the design process.  Data representations can include:
  • Task models - summary process models (with variants and edge cases) of how users perform each task.  This is different from workflow models in that in task models no references to specific tools or systems should be included in the task model.  A task model should be abstracted and represented at a level without reference to actions taking place on a particular device or system.
  • Workflows - summary process models (with variants and edge cases) similar to the task flows with reference to a particular device or system.  For example, if the user interface consists of a particular web page, there should be a reference to that webpage and the action(s) that took place.
  • Cognitive models - a representation of the cognitive activities and processes that take place as the person performs a task.
  • Breadth analysis - I have noted that this is often overlooked.  Breadth analysis organizes the tasks by frequency of use and if appropriate, order of execution.  This is also the place to represent the tasks that users perform in their work environment but were not directly part of the data collection process.
Detailed Instructions


I cannot hope to provide detailed instructions in this blog.  However, I can provide a few pointers. There published works on how to collect, analyze and model the data by leaders in the field.

Here are three books that can recommend and several can be found in my library:


User and Task Analysis for Interface Design by  J. Hackos & J. Redish


I highly recommend this book.  I use it frequently.  For those of us experienced in the profession and with task and user analysis, what they discuss will seem familiar - as well it should.  However, what they do are provide clear paths and methods for collecting data from users.  The book is well-structured and extremely useful for practitioners.  I had been using task and user analysis for a decade before this book came out.  I found that by owning this book, I could throw all my notes away related to task and user analysis, and use this book as my reference.


Motion and Time Study: Improving Work Methods and Management 
by F. Meyer
Motion and Time Study for Lean Manufacturing (3rd Edition) by F. Meyer & J. R. Stewart


Time and motion study is a core part of industrial engineering as the means to improve the manufacturing process.  Historically, time and motion studies go back to Fredrick Taylor (http://en.wikipedia.org/wiki/Frederick_Winslow_Taylor) who pioneered this work in the later part of the 19th and in early part of the 20th Century.  I have used time and motion studies as a means for uncovering problematic designs.  Time and motion studies can be particularly useful when users are engaged in repetitive activities and as a means for improving efficiency and even as a means for reducing repeated stress injuries.  The first book I have in my library however it is a bit old (but very inexpensive) so I include the second book by Meyers (and Stewart) that more recent.  I can say that the methods of time and motion can be considered timeless, thus adding a book published in 1992 can still be valuable.

Time and motion studies can produce significant detail regarding the activities that those under observation perform.  However, these studies are time-consuming and as such, expensive.  Nevertheless, they can provide extremely valuable data that can uncover problems and improve efficiency.


Contextual Design: Defining Customer-Centered Systems (Interactive Technologies) by H. Beyer & K. Holtzblatt &

Rapid Contextual Design: A How-to Guide to Key Techniques for User-Centered Design (Interactive Technologies) by K. Holtzblatt, J. B. Wendell & S. Wood


The first book I have in my library, but not the second.  I have used many of the methods described in Contextual Design before the book was published.  The contextual design process is one of the currently "hot" methods collecting user and task data, and as such, every practitioner should own a copy of this book - at least as a reference.


I believe what's particularly useful about this contextual inquiry is that it collects data about activities not directly observered.  It's able but that affect the users and the tasks that they perform.  For example, clinicians engaged in the remote monitoring of patients often have other duties, many of them patient related.  Collecting data exclusively targeting remote monitoring activities (or the activities specific to a targeted device or company) can miss significant activities that impact remote monitoring and vice versa


Additional Resources


As a graduate student, I had the privilege of having my education supported by Xerox's Palo Alto Research Center.  I was able to work with luminaries of the profession, Tom Moran and Allen Newell on a couple of projects.  In addition I was able to learn the GOMS model.  I have found this model useful in that it nicely blends objectively observed activities with cognitive processes.  However, the modeling process can be arduous, and as such, expensive.  

Allen Newell and Herbert Simon are particularly well known for their research on chess masters and problem solving.  They were well-known for their research method, protocol analysis. Protocol analysis is a method that has the person under observation verbally express their thoughts while engaged a particular activity.  This enables the observer to collect data about the subject's thoughts, strategies and goals.  This methodology has been adopted by the authors of contextual inquiry and one that I have often used in my research.


The problem with protocol analysis is that it cannot capture cognitive processes that occur beyond the level of consciousness, such as the perception.  For example, subjects are unable to express how they perceive and identify words, or express how they are able to read sentences.  These processes are largely automatic and thus not available to conscious processes.  (I shall discuss methods that will enable one to collect data that involves automatic processes when I discuss usability testing in a later article.)  However, protocol analysis can provide valuable data regarding a subject's thoughts particularly when that person reaches a point where confusion sets-in or where the person attempts to correct an error condition.

Here's a link from Wikipedia: http://en.wikipedia.org/wiki/GOMS.


Another book that I have in my library by a former Bell Labs human factors researcher, Thomas K. (TK) Landauer, is The Trouble with Computers: Usefulness, Usability, and Productivity.


This is fun book.  I think it's much more instructive to the professional than Don Norman's book, The Psychology Of Everyday Things.  (Nevertheless, I place the link to Amazon just the same.  This is a good book for professional in the field to give to family members who ask "what do you do for a living?")  

Tom rails against the many of the pressures and processes that push products, systems and services into the commercial space before they're ready from a human engineering standpoint.  Although the book is relatively old, many of the points he makes are more relevant today than when the book was first published.  The impluse to design user interfaces without reference or regard for users has been clearly noted by the FDA, hence the need for HE-75.