A 1952-1955 study by the Battelle Memorial Institute for the USAF included these categories as well as a "psychological" one.
An individual 1979 study by CUFOS researcher Allan Hendry found, as did other investigations, that only a small percentage of cases he investigated were hoaxes (<1 %) and that most sightings were actually honest misidentifications of prosaic phenomena.