Kevinmd iconKevinmdSep 16, 2026 ~5 min source read

Medical devices often serve clinicians, not the patients attached to them

An undergraduate biomedical engineering intern observed that clinically accurate equipment can still fail patients when design ignores how patients experience and interpret devices at the bedside.

Share this story

Send the public story page.

Useful takeaways from this story.

Most hospital devices are engineered for clinical accuracy and workflow, not for patient comprehension or emotional response.

Simple interface changes — plain-language alarm messages or visible color markers for infusion status — can reduce patient confusion without new hardware.

The useful part

At the moment it was standing next to a machine, doing its job perfectly, and the patient attached to it, looking totally lost. They have to be quick, believable to the physician that reads the number, fail-safe, and satisfy regulatory requirements that require years to pass. Pulse oximeters, infusion pumps, ECG leads, even the paper-nabbing technology such as check-in kiosks, almost anything is built around the person using it, not the person it's attached to.

How it works

  • The clinical accuracy must be first, and engineers are working on the constraints that they are given: regulatory, cost, integration with the hospital system and clinician workflow.
  • How health insurance middlemen delay patient care Barbara Rubino A universal patient medical record Michael R.
  • Bennet Broner, PhD Why doctors must fight health misinformation on social media Olapeju Simoyan, MD More in Health Technology AI psychosis warning signs families should watch for Nicole Drapeau Gillen Will...
  • In user-centered design, the user typically is the clinician.
  • The patient is not a user at all but an object being measured.

What to take from it

What would you consider the designs if understanding of patients was afforded as a real design need, rather than a problem in bedside manner? I remember a patient that was connected to a monitor that beeped every time a reading went over a certain limit, and it did that a lot, because this was the limit that was programmed to be a clinical warning, not the limit that a frightened person would hear when a machine near her bed started sounding. McGuire The hidden toll of medical debt on patient health and survival Adam Cunningham Insurance consolidation is a patient safety problem American Society of Anesthesiologists Uncovering health care's true challenges: beyond doctor-patient dynamics M.

Example or evidence

  • Hardly any of this is designed with the person below the sensor in mind.
  • It was created with the nurse in mind, not for her comprehension.
  • It's up to the nurse who gets to explain what the machine is doing in his/her spare 30 seconds, and hospitals don't have 30 seconds to spare.
  • A pump that is programmed with markers to change colors so the patient can see, not so the tech can!

Details worth keeping

Ziauddin Hospital during my biomedical engineering studies. Much of what I learned there was not to be found in books. Medical devices are manufactured to perform accurately.

Related coverage

  • Digitalthoughtdisruption: <img data-recalc-dims="1" data-attachment-id="17191" data-permalink="https://digitalthoughtdisruption.com/2026/09/20/clinical-decision-support-ai-need
  • Kevinmd: Six years ago, a man pulled off a highway in rural Washington because his chest hurt.

More context around this story.

Kevinmd iconKevinmdSep 25, 2026

Human factors in health care start with better design

I very recently started work at a new hospital as part of a yearly rotation while in training. This hospital has a fire board with the names of staff, followed by two small circles containing the words IN and OUT, and a tiny black magnet that closely resembles a knight from a portable chessboard. The Read more… Human f

Kevinmd iconKevinmdSep 4, 2026

Trust in health care AI is a design problem, not a patch

A patient sits across from her physician and asks that the AI-assisted reading of her scan not be the final word. She isn’t opposed to technology. She remembers reading about an AI system generating false clinical information at another hospital, and the story stayed with her. Her physician understands the hesitation.

Kevinmd iconKevinmdSep 16, 2026

Hospital IT approval has no path for clinician-built tools

Six years ago, a man pulled off a highway in rural Washington because his chest hurt. The ER physician called Gautam, the cardiologist on call, 120 miles away. Nearly twenty minutes passed before he had the ECG. In rural Washington in 2019, you send an ECG by fax. By the time Gautam reviewed it and Read more… Hospital

Kevinmd iconKevinmdSep 30, 2026

The patient’s story has no place in the electronic record

About 80 percent of a diagnosis comes from the patient’s story. The electronic health record has no place to keep it. I learned the first half of that in my second year of medical school, in a physical diagnosis lecture by the late Dr. Arthur Aufses Jr., chairman of surgery at Mount Sinai for 22 Read more… The patient’

Loading more related stories...

Keep reading in the app

Open the app view to save this story, compare related coverage, and continue from the same source.

Open in app