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Subjective, Behavioral, and Physiological Responses to Cognitive Workload in Individuals with Chronic Non-Specific Low Back Pain and Healthy Controls

Although individuals with chronic non-specific low back pain maintain subjective workload ratings and behavioral performance comparable to healthy controls during increasing cognitive demands, they exhibit significantly greater facial muscle activation, suggesting that achieving similar performance levels requires higher physiological effort in this population.

Original authors: Zahra Rastgordani, Hamid Reza Mokhtarinia, Mohsen Vahedi, Markus Melloh

Published 2026-10-22
📖 6 min read🧠 Deep dive

Original authors: Zahra Rastgordani, Hamid Reza Mokhtarinia, Mohsen Vahedi, Markus Melloh

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In the modern workplace, the mind is often asked to do two things at once: focus on a complex task while simultaneously managing a stream of interruptions or secondary demands. This state of juggling multiple mental requirements is known as cognitive workload. Scientists have long understood that when the brain is asked to work harder, it changes how it behaves and how the body reacts. Sometimes, a person might make more mistakes or feel more tired. Other times, the body might show signs of strain, such as a faster heartbeat or tighter muscles, even if the person's performance on the task looks perfect. This gap between what we see on the outside and what is happening on the inside is a central puzzle for researchers who study how humans interact with technology and their environment.

The question becomes even more complicated when pain is involved. For people living with chronic non-specific low back pain, the discomfort is a constant background presence that competes for attention. It is well established that persistent pain can drain mental resources, making it harder to focus on other things. However, it remains unclear how these individuals cope when their mental workload increases. Do they simply perform worse than healthy people? Or do they manage to keep up with the same level of output, but at a much higher hidden cost to their bodies? Understanding this difference is crucial because if a worker appears to be doing their job well, managers and doctors might assume they are fine, potentially missing the extra effort they are expending just to stay at the same level.

A team of researchers set out to explore this hidden effort by bringing thirty people into a controlled laboratory setting. Half of the participants were healthy individuals, and the other half were people who had suffered from chronic low back pain for at least a year. The goal was to see how both groups reacted when asked to perform a computer task that became progressively more difficult. The researchers did not just ask the participants how they felt; they also watched their behavior, measured their heart rates, and recorded the tiny electrical signals from the muscles in their faces. This approach allowed them to see the full picture of what happens when the mind is pushed to its limits.

The experiment was designed to feel like a typical office scenario. Participants sat at a computer and were asked to type data into a spreadsheet. At the same time, they had to listen to a series of mental math problems through headphones and write down the answers. The researchers created four different scenarios by mixing two speeds of typing with two levels of math difficulty. In the easiest scenario, participants typed at a normal pace while solving simple addition problems. In the hardest scenario, they had to type much faster while solving complex, multi-step math problems. This setup forced the brain to divide its attention between the hands and the mind, creating a genuine sense of mental pressure.

After each round of typing and math, the participants filled out a survey to rate how much mental effort they felt they had used. The researchers also counted how many correct answers they typed and how many mistakes they made. To capture the body's reaction, sensors were placed on the skin above the eyebrows and on the forehead to detect muscle activity, while a smartwatch tracked their heart rate. The facial muscles chosen are known to tighten when people are concentrating hard or feeling stressed, acting as a silent signal of mental strain.

The results revealed a fascinating split between what the participants said and felt versus what their bodies were actually doing. When the tasks became harder, everyone agreed that the work felt more demanding, and everyone's typing performance dropped slightly. This confirmed that the experiment successfully increased the mental load. However, when comparing the two groups, the researchers found something surprising. The people with chronic back pain reported feeling just as much mental pressure as the healthy participants. They also made just as many mistakes and typed just as accurately. On the surface, the two groups appeared to be handling the workload in exactly the same way.

But the story changed when the researchers looked at the physiological data. While the heart rates of both groups remained steady and showed no difference, the facial muscles told a different story. The participants with chronic back pain showed significantly higher levels of muscle activity in their foreheads and between their eyebrows compared to the healthy group. This increased muscle tension happened consistently across all the different task conditions. It suggests that while the people with back pain were able to produce the same results as the healthy participants, their bodies were working much harder to get there. They were essentially compensating for the distraction of their pain by recruiting extra physical effort to maintain their focus.

This finding challenges the idea that good performance always means low effort. For a person with chronic pain, maintaining a standard level of productivity might require a hidden surge of physiological energy that is invisible to an observer. The study suggests that relying only on how well someone performs a task or how tired they say they feel might miss the true cost of their work. The extra muscle tension detected in the back pain group serves as a biological marker of this hidden struggle. It indicates that the brain and body are paying a premium price to keep the pain from interfering with the task at hand.

The researchers noted that this difference was specific to the facial muscles and did not show up in the heart rate measurements. This highlights that different parts of the body react differently to mental stress, and a single measure like heart rate might not be enough to capture the full story. The fact that the people with back pain could match the performance of healthy controls despite this extra strain is a testament to their resilience, but it also points to a potential risk. If this extra effort is sustained over a long workday or a lifetime, it could lead to fatigue or other health issues that are not immediately obvious.

Ultimately, the study provides a clearer view of the invisible labor involved in living with chronic pain. It shows that the ability to function well in a demanding environment does not necessarily mean the burden is light. By looking beyond simple performance scores and listening to the subtle signals of the body, we can begin to understand the true cost of cognitive work for those living with persistent pain. This deeper understanding is essential for creating work environments and support systems that recognize not just what people can do, but what it actually takes for them to do it.

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