There is surprisingly little science behind this well known rule. It actually dates back to a marketing campaign, released by a pedometer company before the start of the 1964 Tokyo Olympic Games. The Japanese character for 10,000 looks rather like a person walking, so the device was called the Manpo-kei or 10,000 steps meter.