The day after the incident, police investigators returned to the farmhouse, searching for evidence of a saucer landing, footprints, blood trails or scratch marks on the roof. They found nothing. Bud Ledwith, a local radio station employee, interviewed the adult eyewitnesses and made drawings based on their accounts. According to Davis, he was impressed by their remarkable specificity and consistency, even though the men were away from the farmhouse all day, unable to coordinate with the others.
While the incident eventually attracted the attention of the Air Force UFO-investigation program Project Blue Book, documents suggest that its team never officially pursued the matter—beyond checking in with their Fort Campbell counterparts who had been briefly at the scene the first night.
One of the most thorough investigations of the Kelly incident was undertaken in 1956 by ufologist Isabel Davis—and published several decades later by the Center for UFO Studies, a group founded by astronomer Dr. J. Allen Hynek, Project Blue Book’s civilian investigator. Her nearly 200-page report, co-written with Ted Bloecher, includes detailed maps, drawings, documentary records, summaries of similar accounts around the world and interviews with several Sutton family members and police investigators.
Davis summarized the latter's concern about the lack of physical evidence. But to her reckoning, none of the possible explanations—a deliberate hoax, a publicity play, group hallucinations—made sense. While questions arose about whether the young men were exaggerating (possibly fueled by hidden stores of liquor), Davis’s strong impression after meeting Mrs. Lankford was one of a somber, no-nonsense matriarch who abhorred the limelight and had no reason to lie. None of the witnesses, Davis noted, had any history of making “preposterous allegations.”
In 2006, Joe Nickell, senior research fellow of the international Committee for Skeptical Inquiry and a self-styled paranormal investigator, reviewed the accumulated evidence in an article entitled “Siege of the ‘Little Green Men’: The 1955 Kelly, Kentucky Incident.” In it, he raised suspicion about what he called Billy Taylor’s “embroidered testimony.” He matched Taylor’s UFO sighting with similar reports from that day, which suggested a small meteor in the vicinity.
As for the “little men,” Nickell floated an explanation used for other alien encounter stories: owls. In particular, the Great Horned Owl (a.k.a. the “hoot” owl) has long wings that could be mistaken for arms—along with talons, yellow eyes, long ears and round head that might also match the “little men” description. As for their metallic shine, Nickell suggests, they could have easily been reflecting moonlight.
But while hoot owls are known to be active at dusk and extremely aggressive when defending their nest, some investigators question characterizations of the creatures as hostile. To some, their behavior that night in Kelly appeared to simply be...curious.