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Black Box Thinking in the Healthcare and Aerospace Industries

Alexander Jones • 24 August 2023

Black Box Thinking in Aerospace and Healthcare


In the quest for progress and excellence, problem resolution serves as a critical cornerstone across industries. In both the healthcare and aerospace sectors, the approach to handling challenges can make all the difference in ensuring safety, innovation, and efficiency. Drawing insights from Matthew Syed's illuminating book "Black Box Thinking," this blog post delves into the distinct problem-resolution approaches and challenges they face in these industries, highlighting how embracing a culture of learning from mistakes can drive transformative change.



The Black Box Thinking Framework

Matthew Syed's "Black Box Thinking" advocates for a mindset that embraces failure and leverages it as a catalyst for growth. In the aviation industry, black boxes record flight data, aiding investigations into accidents and enabling continuous improvement. This culture of learning from mistakes allows the aerospace industry to make significant advancements in safety and design.


Healthcare Industry: Challenges and Evolving Practices

In healthcare, problem resolution is of paramount importance as it directly impacts patient safety and care quality. Historically, a fear of litigation and reputational damage hindered a transparent approach to addressing errors. However, in recent years the industry has been steadily shifting towards a more open culture of learning from mistakes, borrowing insights from other industries such as the aerospace black box concept.


Aerospace Industry: Embracing Failure to Soar Higher

The aerospace industry's proactive approach to problem resolution is a shining example of black-box thinking. By thoroughly investigating accidents and near-misses, they unearth valuable data that drives innovation and safety improvements. This relentless pursuit of knowledge has led to remarkable advancements in aircraft design and pilot training. A great example is "Survivorship bias" and the returning planes of World War II and the approach developed by Abraham Wald and the Statistical Research Group (SRG).


For context have a look at the banner image above (Showing the visible bullet holes in a returning WWII fighter plane) which is then well explained in an excerpt from How Not To Be Wrong by Jordan Ellenberg "The officers saw an opportunity for efficiency; you can get the same protection with less armour if you concentrate the armour on the places with the greatest need, where the planes are getting hit the most. But exactly how much more armour belonged on those parts of the plane? That was the answer they came to Wald for. It wasn’t the answer they got." The armour, said Wald, doesn’t go where the bullet holes are. It goes where the bullet holes aren’t: on the engines. Wald’s insight was simply to ask: where are the missing holes? The ones that would have been all over the engine casing, if the damage had been spread equally all over the plane? Wald was pretty sure he knew. The missing bullet holes were on the missing planes. The reason planes were coming back with fewer hits to the engine is that planes that got hit in the engine weren’t coming back."


A fantastic example of how data analysis and insights impact historical real-world problems.


Healthcare Industry: Learning from Failure to Heal Better

While the healthcare industry is gradually adopting the principles of black-box thinking, challenges persist. The fear of malpractice litigation and a culture that discourages openness can hamper progress. Nevertheless, successful examples of medical institutions implementing transparency initiatives demonstrate the potential of black-box thinking in healthcare.


How to Embrace a Learning Culture

The key to successful problem resolution lies in fostering a learning culture that encourages open communication, sharing of insights, and continuous improvement:


Encouraging Reporting

Industries can promote a blame-free reporting culture where employees feel safe reporting errors or near-misses without fear of punitive measures.


Root Cause Analysis

Engaging in thorough root cause analysis allows organisations to identify the underlying factors contributing to problems and implement effective solutions.


Feedback Loops

Establishing feedback mechanisms enables organisations to track the impact of implemented solutions and refine approaches as needed.


In the healthcare and aerospace industries, problem resolution plays a pivotal role in safety, quality, and innovation. Inspired by Matthew Syed's "Black Box Thinking," both sectors are moving towards a culture that learns from mistakes and embraces failures as stepping stones to improvement. While the aerospace industry has long championed this mindset, the healthcare sector is embarking on a path of transformation towards a similar approach. By nurturing open communication, conducting thorough analyses, and fostering a culture of learning, these industries are ushering in a new era of progress and safety.


In the comments below let us know your thoughts on these principles and if your industry or workplace would or wouldn't benefit from a similar approach.





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