The invention relates to a shoe with a sole unit, where the sole unit includes a recess for removably receiving a housing of an electronic assembly, for example, an electronic pedometer, an accelerometer, or a speed sensor. Further, the invention relates to a housing for receiving an electronic assembly, for example, a pedometer, an accelerometer, or a speed sensor, where the housing has an outer shape corresponding to the shape of a recess formed in a shoe sole.