Badminton is a fast-paced game. It demands a lot from players. The risk of overuse injuries is high. This is a big problem for players trying to improve and win. Current methods of tracking how hard players work are not enough. They do not show the full picture of the physical demands of the sport.

    Researchers wanted to find out more. They looked at how much work male and female players do during matches. They also compared singles and doubles games. Fourteen male and fourteen female players were studied. These players competed at university and national levels. They played nine singles and six doubles matches.

    The study used advanced technology. An eight-camera system tracked the players' movements. This system did not need markers on the players' bodies. It used a method called markerless pose estimation. This method helped create a model of each player. The model calculated the amount of work and power each player used. This was done for 30 points in each match.

    The results showed some interesting things. Men's matches had more work and power than women's matches. This was true for both singles and doubles. Singles matches also had more work and power than doubles matches. The differences were bigger among the most skilled players. For example, first-team male players showed the biggest differences in singles matches.

    So, what does this mean for badminton players? It means they need to focus on strength training. They also need to make sure they recover properly. This is especially true for elite male players. They face high physical demands in singles matches. They need to be ready for that.

    But here's a question to think about. Why are the physical demands so different between sexes and disciplines? Is it just about strength? Or is there more to it? Maybe it's time to look deeper into how players train and play. Maybe there are ways to reduce the risk of injuries. Maybe there are ways to make the game more enjoyable and sustainable for everyone.

MOTION ANALYSIS TECHNOLOGY

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