How Wearable Tech Could Improve Your Mental Health
CAMBRIDGE,
Mass. — Smart wristbands have become increasingly popular tools among people
interested in tracking data about themselves, from their heart rate to their
movement during daily activities. In the future, these devices could also help
people understand the symptoms of conditions such as autism and depression,
researchers say.
In a series of
studies over the past decade, researchers at the Massachusetts Institute of
Technology have analyzed data from wristbands to see how people's heart rate,
temperature, movement and skin conductance correlate with symptoms of an array
of physical and developmental conditions.
These
researchers have recently focused their work on children with autism, and have
found that these children's expression of their emotions often does not
correlate with their internal arousal state as indicated by wristband data. For
instance, a child with autism might appear to be experiencing a high-energy
episode when, in fact, wristband data indicates that their internal state is
calm.
"[Teachers]
will see someone jumping up and down, and say, 'Maybe someone should calm that
kid down,' but we read out his internal state, and see his state is so low that
this kid needs 20 minutes on a trampoline before he gets to a normal level,"
Rosalind Picard, director of the Affective Computing Research Group at MIT,
said during a lecture here at Harvard University on March 12.
Picard said she
considers the whole suite of body data during her analyses, but uses skin
conductance as the main way to determine a child's internal state. Skin
conductance is the ability of skin to conduct an electrical current, and
increases with moisture, for example, when someone sweats.
Skin
conductance generally increases when the body's fight-or-flight response is triggered,
and also during periods of positive excitement. Even when a person does not
feel particularly sweaty, changes in their emotional state can cause small
changes in their sweat glands that raise their skin conductance.
Pairing skin
conductance data with written logs about a child's behavior throughout a given
day could help researchers determine which types of activities and therapy work
well for a child, and which are disruptive to the child, Picard said. This
could be particularly helpful for people unable to describe their emotions in
words, which is the case for some people with autism, Picard said.
Beyond their
autism research, Picard's team also recently launched a long-term study to
assess how skin-conductance data may help people with depression understand what triggers bouts of
stress and anxiety. Therapists who treat people with depression often use
questionnaires to understand their patients' triggers, but these questionnaires
can be subjective. Wristband data, on the other hand, can help pinpoint the
moments when stress levels become elevated throughout the day, such as the
arrival of a spouse home from work, or an interaction with a friend.
"That's
the stuff the questionnaires just don't [tell] you," Picard told Live
Science. "We think we are going to get complementary information. We don't
know yet what we are going to get, but we will mine the data and see."
People without
mental health conditions may also find that wristbands are useful during
difficult times, such as short bouts of depression or sleep problems."Everybody
goes through highs and lows and good times and bad," Picard said. Some may
want a tool to help them understand those times.
However,
wristbands alone will not provide the information required to improve therapy,
because both positive and negative emotions can increase skin conductance.
Rather, contextual information about a person's day will always be necessary to
make use of the wristband data.
"Skin
conductance without context is pretty meaningless," Elliot Hedman, a
graduate student in Picard's lab, told Live Science. "The context is what
helps make it so we can interpret the data."
The results
generated by the devices will differ among people, because conditions such as
autism and depression vary widely across people. But as more and more people
use the devices and more data is compiled, broader discoveries about these
conditions and how they can be treated may arise, Hedman said.
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