Supermoons take place roughly five times a year and the next is expected on January 1.
"A full moon is infrequent and spectacular, thereby creating a natural distraction," the authors wrote.
"It can appear abruptly to a motorcyclist, such as when riding around buildings, through turns, past trees, and over hills. A full moon also creates optical illusions that engender wonderment and tends to rise above the horizon in the night hours exactly at the time motorcycle crashes generally predominate."
The scientists at the University of Toronto and Princeton University noted previous research indicating that the three factors most likely to distract attention are an object of large size, brightness and an abrupt onset, all characteristics of a full moon.
"Beyond these, a full moon might contribute to increased outdoor activity of all types, including more frequent travel, faster speeds, longer distances, unfamiliar routes, added cross traffic, and mixtures of less experienced travellers," they said.
In folklore, full moons have been associated with insanity, but despite a plethora of studies no reliably consistent parallels have been drawn.
However, a study in the BMJ 17 years ago did indicate that dog bites in the UK are more common during a full moon.