The operation of electric hand warmers involves the generation of a magnetic field due to changes in the current, which can be associated with radiation. However, it's important to note that the radiation emitted by electric hand warmers is minimal. Compared to commonly used devices such as computers and mobile phones, the amount of radiation emitted by hand warmers is negligible and does not significantly impact the human body.