Phone data could predict with 87% accuracy whether someone had depressive symptoms
Most
of us are pretty attached to our phones, and researchers are starting to figure
out what that connection can tell us about our health, including our mood. In
fact, your phone may be able to tell if you’re depressed even better than a
self-assessment of your own depression can, according to a small new study
published in theJournal of Medical Internet Research.
“We
found that the more time people spend on their phones, the more likely they are
to be more depressed,” says David Mohr, one of the authors of the study and
director of the Center for Behavioral Intervention Technologies at Northwestern
University Feinberg School of Medicine. The researchers also found that
spending lots of time at home was linked to depression—and that phone data like
this could predict with 87% accuracy whether someone had symptoms of
depression.
Northwestern
researchers recruited 28 people ages 19-58 from Craigslist and souped up their
smartphones with location-and-usage monitoring software. At the start of the
study, they took a standardized questionnaire that measures depressive
symptoms; half of the subjects had symptoms of depression, and half did not.
For two weeks, the phones tracked GPS location information every five minutes
and pinged the users with questions about their mood several times a day.
The
phone data the researchers collected were rich: how many places the
participants visited each day, how much time they spent in each of those places
and how frequently they used their phones, says Sohrob Saeb, one of the study’s
authors and a postdoctoral fellow and computer scientist in preventive medicine
at Feinberg. The researchers then correlated this objective data with their
depression test scores.
What
they hoped to find was a connection between the objective markers of
behavior—such as where the people were and how often they changed locations—and
their depression test results. That way, the data derived from phones could
become a useful way to track depression without the user having to report how
they were feeling, which is often a barrier to depression treatment, says Mohr,
who has studied depression for about 20 years. “One of the things that we find
over and over again is that people don’t answer questions,” he says. “In apps,
they’ll respond to questions for a few days and then get tired of it.”
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