Prehistoric ancestors creating human hand stencils in caves 40,000 years ago can now be identified as male or female with more than 90% accuracy.
Techniques used in modern forensics were applied to the stencils – found frequently alongside Palaeolithic cave art at sites around the world – as part of a collaborative research project between biologists, anthropologists and archaeologists at the University of Central Lancashire (UCLan), the University of Liverpool and the University of the Witwatersrand (Wits) in South Africa.

University of Liverpool biological anthropologist, Dr Emma Nelson led the study, which is published in the Journal of Archaeological Science. She said: “Archaeologists are interested in hand stencils because they provide a direct, physical connection with an artist living more than 35,000 years ago.

“Now, using a new experimental application, results from our study indicate it is possible to determine with more than 90% accuracy the sex of someone who lived tens of thousands of years ago from the shape and size of their hand outline.

“We have even applied the method to hand stencils where digits are missing – common in Palaeolithic art – something prior studies have not been able to do.”

Hand stencils are created by blowing, spitting or stippling pigment onto a hand while it is held against a rock surface, leaving a negative impression on the rock in the shape of the hand. Stencils found in Sulawesi, Indonesia have been dated back 40,000 years, and those discovered in Europe are estimated to be around 37,000 years old, a period known as the Upper Palaeolithic.

Previously, researchers focused on hand size and finger length, often producing conflicting results. Here, a technique called geometric morphometrics was utilised to detect sex-based differences in hand shape and form.

Known-sex hand stencils were digitised and a series of 2D landmarks were applied to statistically evaluate the true shape and relative size of each example.

Dr Patrick Randolph-Quinney, a forensic anthropologist at UCLan and Wits, said: “The problem with focussing on hand size and finger length is that two different shaped hands can have identical linear dimensions and ratios.

“To capture shape, we applied geometric morphometrics, a technique used in forensic studies that had never been tested on hand stencils before.This geometric approach is very powerful as it allows us to look at the palm and fingers independently.It revealed that the shape of the palm is actually most indicative of the sex of the individual, rather than the finger size or length.”


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