Writing

Insights

Everything I publish on medical device human factors, collected here as full text so it can be read, cited and indexed properly.

All insights

Summative

Simulated vs. Actual Use Testing

Most human factors validation testing happens under simulated use conditions. Actual use validation is possible, and sometimes necessary, when simulated environments cannot replicate critical user int…

The URRA is becoming even more important

One thing that became very clear to me during the recent FDA town hall is that the URRA is going to matter even more under the new submission framework.

Concepts

Sample sizes in HFE

One of the easiest mistakes in Human Factors is treating sample size like a fixed rule instead of a study design decision. There is no single answer, because sample size depends on what you are trying…

Concepts

Cognitive load explanation

Cognitive load is one of those Human Factors concepts that often gets discussed but not always well understood in medical device development.

Regulation

Critical task definitions

Critical tasks are not defined by difficulty. They are defined by consequence. A task becomes critical when getting it wrong could lead to harm. ISO 14971 gives us the risk management backbone: hazard…

Summative

Why summative is not a pass fail activity

Continuing the “Basic Human Factors Concepts for Medical Devices” series, this time I want to talk about why summative evaluation is not a pass/fail activity. Thanks to @Andreas for suggesting the top…

Regulation

HF is independent of regulatory categorization

I have lost count of how many times I’ve heard someone say, “We only need Human Factors because our device is Class II” or “That’s just for higher-risk products.” This is one of the most persistent my…

Process

Timelines in Human Factors

Human factors is one of the top reasons medical devices run into problems with the FDA after an initial submission. Yet many MedTech teams, especially newer companies, still postpone it or treat it as…

Process

Hiring late HF experts

One of the biggest red flags in MedTech startups is hiring Human Factors experts only after the design is already locked. At that stage, the key assumptions have already been made, the workflows are f…

Best practices

Leading language and biased scripts

Leading language pops up all the time during FDA reviews of the summative protocol. People often call it out as an issue, but it’s actually harder to spot than most expect. I find that the real troubl…

Best practices

Understanding physical limits of users

I’ve been working in the medical device industry for over a decade, across various device types and sectors. Despite years of regulatory emphasis on understanding users and their use environments, I s…