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Tue, Jun 30, 2026 | New Delhi
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Ketan Agarwal Death Case Explained: What is Gait Analysis, how does scientific analysis of gait play an important role in investigation and treatment?

June 30, 2026 Khushi Singh Arya 8 mins read
Ketan Agarwal Death Case

Ketan Agarwal Death Case: What is Gait Analysis, how can important clues be found from a person’s gait? Learn the ins and outs of this scientific technique.

Gait Analysis refers to the scientific and technical analysis of a person’s gait. In this, it is seen at what speed a person walks, what is the length of his steps, what is the balance of the body, how are the movements of hands and legs and how different parts of the body work while walking.

This technique has been used in medical science for years. Doctors use it to understand why a patient is having trouble walking, what is causing pain, or how a neurological or orthopaedic condition is progressing. It is considered very useful in treating Parkinson’s disease, stroke, cerebral palsy, spinal injuries and knee or hip problems.

Gait analysis has become more advanced in recent years with the development of modern technology. High-resolution cameras, motion sensors, 3D imaging, artificial intelligence (AI) and computer-based software can help analyze a person’s gait with extreme precision. This helps doctors plan treatment.

Gait analysis is also utilized in forensic investigations under certain circumstances. If CCTV footage of an incident is available but the person’s face is not clearly visible, experts try to draw conclusions regarding possible identity by analyzing his walking style, body structure, stride length, hand movements and other body movements. However, experts also clarify that a person’s identity or crime cannot be proven on the basis of Gait Analysis alone. It is considered in conjunction with other scientific and digital evidence.

This technique is in discussion after Gait Analysis was mentioned in Ketan Agarwal Death Case. However, investigating agencies generally use such techniques only to analyse the available evidence and the final conclusion is always drawn after a combined study of various types of scientific and circumstantial evidence.

This is why gait analysis is today seen as an important adjunct technique in medicine, sports science, rehabilitation and some forensic investigations, but it is not considered conclusive evidence on its own.

Ketan Agarwal Death Case

Why is Gait Analysis important? Learn about the 5 main reasons

  1. Scientific analysis of walking patterns

Gait analysis studies a person’s entire walking pattern. In this, step length, walking speed, body balance, foot movement and hand activity are analyzed. This helps to understand whether the person is walking normally or there is any abnormality in his gait.

  1. Helpful in diagnosing many serious diseases

Doctors use this technique to evaluate many medical conditions, such as Parkinson’s disease, stroke, cerebral palsy, muscle weakness, knee and hip problems. With this, the severity of the disease and its speed of progression can also be assessed.

  1. Useful in monitoring treatment and recovery

Gait analysis is used to assess how much a patient’s gait has improved after surgery, physiotherapy, or rehabilitation. This allows doctors to adjust the treatment plan based on the patient’s recovery.

  1. It also plays a role in some forensic investigations.

If CCTV footage of an incident is available and the face is not clearly visible, experts analyze the person’s gait, body posture, and walking patterns to gather information that may be helpful in the investigation. However, this alone is not considered conclusive evidence.

  1. Modern technology has made it more accurate.

Today, gait analysis uses 3D cameras, motion sensors, artificial intelligence (AI), and computer-based software. This allows for more accurate gait analysis and helps doctors and specialists make better decisions.

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Why is Gait Analysis so important in medical science? Learn which diseases it plays a crucial role in diagnosing and treating.

Gait analysis is a crucial technique in modern medical science, used to scientifically analyze a person’s gait patterns. Walking normally may seem like a simple process, but in reality it involves the body’s bones, muscles, joints, nerves and brain working together in coordination. If there is a problem in any of these parts, the person’s gait may change. This is why doctors can often detect early health problems just by observing the way a patient walks.

During Gait Analysis, experts observe the speed at which a person is walking, the length of his steps, whether the body weight is falling equally on both the legs, how is the balance and whether the movement of hands and other parts of the body while walking is normal or not. By studying all these aspects in detail, the doctor tries to understand whether the problem is only in the muscles or the gait is being affected due to some disease related to the nerves, joints or brain.

This technique is most commonly used in neurological and orthopedic diseases. For example, patients with Parkinson’s disease often have smaller and slower movements. After a stroke, a part of the body of many patients becomes weak, due to which their walking balance gets disturbed. Gait analysis also helps doctors understand the severity of cerebral palsy, multiple sclerosis, spinal cord injury, muscular dystrophy and other neuro-muscular diseases.

Its importance is no less in orthopedic medicine also. Gait analysis is performed to assess a patient’s recovery after knee, hip, or ankle surgery. If a patient has undergone hip replacement or knee replacement, the doctor checks whether his gait has returned to normal after the operation. If any abnormality is observed, necessary changes are made in the physiotherapy or treatment plan.

This technique is also considered very useful in physiotherapy and rehabilitation medicine. When a patient starts walking again after an accident, sports injury or prolonged bed rest, his progress is scientifically evaluated through Gait Analysis. This allows the physiotherapist to determine which exercises will be most effective and what further training the patient needs.

Today, advancements in technology have made Gait Analysis more advanced than ever before. While earlier doctors used to make guesses just by watching the patient walk, now with the help of high-resolution cameras, 3D motion capture systems, pressure sensors, smart sensors and artificial intelligence (AI), gait analysis is done with utmost accuracy. The computer records which parts of the body are moving at which angles and speeds during movement, making treatment more personalized and scientific.

Experts believe that in the future, Gait Analysis will not only be limited to disease identification, but can also play an important role in detecting many serious neurological diseases in their early stages. If very early changes in a person’s gait are noticed, timely diagnosis and treatment can be started, which can significantly reduce the impact of the disease.

For this reason, Gait Analysis is considered to be a technique of modern medical science, which not only helps in identifying the disease but also plays an important role in accurately assessing the effectiveness of treatment, patient recovery and long-term health improvement.

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Ketan Agarwal Death Case: Why is Gait Analysis being discussed in the investigation and what is its importance?

This technique became a topic of discussion after the name of Gait Analysis came up during the Ketan Agarwal Death Case. Although investigating agencies have not publicly shared all the details of this technology, experts say that if CCTV footage is available in a case and the face of the suspect is not clearly visible in it, then Gait Analysis can be used as an aid in the investigation.

Through this technique, experts study aspects like a person’s walking style, stride length, body inclination, hand movements and balance. If video of a suspect is available, their movements can be compared to other recorded footage. This may provide potential leads to investigating agencies, but it is not the only basis for determining a person’s identity or guilt.

Forensic experts emphasize that the purpose of Gait Analysis is to give the right direction to the investigation. The police also analyse other scientific evidence such as DNA, fingerprints, mobile location, digital records, witness statements and forensic reports before reaching any conclusion.

Therefore, the mention of Gait Analysis in Ketan Agarwal Death Case shows that modern investigation agencies are making greater use of technology. However, the final conclusion is always drawn after a comprehensive evaluation of all available evidence.

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Gait analysis is useful in both medical and forensic fields, but not conclusive in itself.

Gait analysis has become an important technique in both modern medical science and forensic investigations. In the medical field, it helps doctors diagnose disease, plan treatment, and assess recovery by analyzing a patient’s gait. In forensic science, it is used in some cases to analyze CCTV footage and guide investigations.

However, experts clearly state that Gait Analysis cannot be considered as final and independent evidence to prove a person’s identity or guilt. A person’s gait can change depending on time, circumstances, injury, shoes, surface, or health status. Therefore, the findings obtained from this technique are confirmed through other scientific and circumstantial evidence.

Gait Analysis has definitely come into discussion in the context of Ketan Agarwal Death Case, but the direction of the investigation and the final conclusion will not depend only on this technique. The police and forensic experts prepare their reports only after comprehensively analysing all the available evidence.

The usefulness of gait analysis is likely to increase in the future due to artificial intelligence, 3D motion capture and advanced digital technologies. Despite this, the scientific community believes that it should always be used in conjunction with other evidence for a fair and reliable investigation.

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