What Really Makes Surgery Safer | U of T Magazine - U of T Magazine
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A surgical team in an operating room, with connected devices and monitors feeding into a “black box” system that records the procedure for later analysis.
Illustration by Chris Philpot

What Really Makes Surgery Safer 

By analyzing operating-room “black box” data, researcher Patricia Trbovich is showing that better systems – not just better surgeons – prevent harm  Read More

When something goes wrong on a plane, investigators turn to the black box. Now, a similar tool is being tested in operating rooms – where researchers review synchronized video, audio and physiological data to gain a better understanding of what happens during surgery.  

Patricia Trbovich, an associate professor at the Institute of Health Policy, Management and Evaluation at the Dalla Lana School of Public Health, is using this “OR black box” not just to analyze failures, but to study what goes right. Her research shows that outcomes often hinge on small, overlooked details – how a surgical team communicates, where equipment is placed or how an operating room is laid out. 

The system captures video and audio from the operating room, patient vital signs and even the heart rates – and heart-rate variability – of clinicians, recorded through wearable devices. Originally developed by Dr. Teodor Grantcharov to improve surgical training and patient safety, the OR black box now allows researchers like Trbovich to examine how subtle factors – from team dynamics to the space around the operating table – influence how an operation unfolds. 

More than two million surgeries are performed in Canada each year. Yet national data doesn’t fully capture the challenges in operating rooms. Researchers have noted that surgical patients account for the highest rates of safety incidents among hospitalized patients, but many priorities identified by health-care experts – including outcomes that matter most to patients – are not well captured in existing data. 

That’s where black box research can help. By reviewing 195 surgeries across hospitals in Toronto and Palo Alto, California, Trbovich and her colleagues are identifying patterns that traditional reporting systems overlook. She emphasizes: poor surgical outcomes are not necessarily due to failure by clinicians. They are often rooted in system design.

“Our black box data reveals again and again that it’s not a lack of skill,” she says, “but rather a lack of design leading to most of the errors we see. I notice practitioners’ resilience – their ability to make small adjustments when the unexpected happens – much more than practitioner error.” 

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A detail of an operating-room illustration shows a surgical checklist on the entrance door, labeled 1.
Professor Patricia Trbovich worked with hospitals to condense their surgical checklists (1) and improve their visibility in the operating room. All illustrations by Chris Philpot
A detail of an operating-room illustration shows a ceiling-mounted microphone labeled 2 and ceiling-mounted camera, labeled 3.
Microphones (2) capture operating room audio while cameras (3) record the procedure.
A detail of an operating-room illustration shows a clinician wearing a device that tracks heart rate, indicated by label 4.
Wearables (4) track clinicians’ heart rates – and stress levels – during surgery.
A detail of an operating-room illustration shows a surgical team around a patient, with label 5 marking names on surgical caps for clearer communication and label 6 a “black box” system that records data during surgery.
Names on surgical caps (5) promote clearer communication, less hierarchy. Combined data, gathered by the black box (6), reveal how subtle factors affect surgical outcomes.

Human Factors

Rather than focusing solely on human mistakes, Trbovich asks broader questions: How was the operating room designed? Was someone interrupted at a critical moment? Was the equipment where it should have been? This approach – known as human factors – examines how people interact with their environment. 

Trbovich, the Badeau Family Research Chair in Patient Safety and Quality Improvement at North York General Hospital, has identified distractions, unclear communications and missing or poorly designed equipment as key safety concerns. Different members of the surgical team need to focus at different points in a procedure, she says. When colleagues understand those moments, they can avoid unnecessary disruptions and protect each other’s concentration.

Just as important are the often invisible adjustments teams make to prevent problems from escalating. A lead surgeon may switch roles with a surgical trainee. A nurse may anticipate the need for an extra instrument. The team may call in an expert to advise. These actions rarely appear in incident reports, but they are essential to keep patients safe. “Success often leaves no trace,” Trbovich says. “We’re trying to make those invisible moments visible.”

Changing outcomes 

As Trbovich’s team studies OR black box data, they are developing ideas for operating room improvements. Some fixes are straightforward. For instance, hospitals often add items to the World Health Organization’s surgical safety checklist. Over time, some checklists become so long and densely printed that they are difficult to read from the operating table. Trbovich worked with hospitals to condense their lists and improve their visibility. 

Her team is also studying how to strengthen psychological safety in operating rooms. Rather than focusing only on individual behaviour, they are testing cultural changes such as adding names to surgical caps, offering opportunities for confidential feedback and creating structured pauses during surgery for team input – small adjustments that make speaking up easier and more routine.

Looking ahead, Trbovich is leading a project to develop predictive tools that could flag safety threats as surgeries proceed. The goal is to use AI to analyze black box data and provide timely alerts to clinical teams. The system is being designed with clinicians to ensure it augments – rather than replaces – human judgment. It is also being tested to minimize unnecessary warnings and avoid “alert fatigue,” says Trbovich.

Whether the solution involves redesigning a checklist or developing AI-driven insights, the principle is the same: better systems support better care. Trbovich compares it to Formula 1 racing. “F1 drivers aren’t superhuman,” she says. “They’re fast because every part of the system – the car, the track, the data – is engineered around performance.” Likewise, in the operating room, success depends on more than individual expertise. It depends on an environment designed to help skilled teams do their best work – even when the unexpected happens.

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  1. No Responses to “ What Really Makes Surgery Safer  ”

  2. Mrs. VanderBij says:

    Thank you for sharing this innovative approach to improve health-care outcomes. Having worked in health care for 41 years, I see the development of predictive tools to assist those in the OR and other areas of the hospital as long overdue.

  3. Laura Fitzpatrick says:

    Some problems affect patient outcomes before they even reach the operating room — for example, assumptions that if a patient isn’t complaining, they’re not in distress and therefore not a priority, or a lack of communication about the patient’s status.

  4. Andrew North says:

    This is similar to the crew of an aircraft — it requires a team approach. Even “junior” members need to keep the captain informed and speak up if something needs to be corrected. That kind of communication takes training, especially across different cultural contexts.

    With its focus on both technology and human roles, the article seems to take a systems engineering approach — looking at how all the parts work together.

  5. Natty Hoffman says:

    What about patient privacy? Where does this video go, who gets to see it and where does it get stored and disseminated? Do patients have the right to see the video and audio, or to request that it be deleted?

  6. University of Toronto Magazine says:

    Prof. Trbovich responds:

    Thank you so much for the interest in our research!

    Recordings are not broadly shared. They are stored securely, with access limited to authorized personnel under hospital governance policies. Videos are retained only for a limited period, unless a specific case must be preserved for an approved review process; in those instances, de-identification safeguards are used to protect privacy. We are not aware of any hospital providing external access to case videos from this system.

    Where this technology is used, recording is part of the surgical environment and is intended to support patient safety, quality improvement, operational efficiency and, where approved, education or research. The goal is to identify patterns, physiological outliers, workflow delays and opportunities to reduce documentation burden and improve how the operating room functions.

    AI tools are used to analyze these recordings and surface such insights, while focused human review is applied when detailed procedural assessment is needed. For example, human factors systems analysis — as conducted by my team — remains a manual, two-step process. First, board-certified surgeons at Surgical Safety Technologies (who make the "black box") code the videos for surgical phases, procedural details and any intraoperative adverse events. Second, my team of human factors analysts codes them for system- and design-related issues.