researchers led by Johannes Eichstaedt of the University of Pennsylvania examined the Facebook activitypeople diagnosed with depression. Using machine-learning algorithms, the team analyzed the content of the users’ posts from the months and years before receiving the diagnosis, and compared these to the posts of similar people who did not go on to develop depression.
“This is a well-documented process, that suffering generally contracts focus on the self, whereas mental well-being extends focus beyond the self,” Dr. Eichstaedt said.a person was on their way to being diagnosed with depression about 70 percent of the time. “That’s about the rate you get with clinical questionnaires, and we haven’t been able to do better so far,” he said.
For now, screenome analysis may appeal primarily to people drawn to biotechnological self-discovery — those who send their saliva to DNA-testing companies or wear devices that track their footsteps and heart rate.
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