It is often necessary to identify unfamiliar people by comparing face images: for example a CCTV image to a mugshot, or a passport photograph to a traveller.
Researchers from the University of New South Wales (UNSW) in Australia and the University of Glasgow in the UK found that accuracy of these decisions is impaired by poor sleep.
However, the study also found that poor sleepers were just as confident in their decisions, highlighting possible implications for security and policing.
The researchers set the task to differ from the face recognition tasks most of us encounter in our daily lives in two important ways: firstly, the people pictured in the images are unfamiliar.
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Secondly, the task did not involve memory, because the images appear on the screen at the same time.
Researchers said that while most people would typically expect to perform well on these tasks, many are surprised at how many errors they make.
"We found that poor sleep in the three days leading up to the test was associated with poorer performance on the face matching test. In a separate experiment, we also found that participants with insomnia were poorer on the task," said Louise Beattie, from the the University of Glasgow.
"Sleep disruption is common in the general population, and especially so among night-shift workers," Beattie said.
"This adds to the literature showing poor sleep and shift work to be associated with a range of adverse health, cognitive and emotional effects," she said.
The researchers said that poor sleep was not only associated with poorer performance, but also with higher levels of confidence in errors.
"In modern society it is often necessary to identify unfamiliar people by comparing face images. In this study we show that the accuracy of these decisions is impaired in poor sleepers," said David White, from UNSW.
The study was published in the journal Royal Society Open Science.