Can linguistic analysis be used to identify whether adolescents with a chronic illness are depressed?
Jones, Lauren Stephanie, Anderson, Emma, Loades, Maria et al.·Clinical psychology & psychotherapy·2020
This study looked at whether doctors could use the words young people write in online therapy messages to figure out if they also have depression alongside ME/CFS. Researchers developed a system to analyze language patterns in 16 teenagers' messages, but found it didn't work very well at identifying depression compared to standard depression screening tests. A few language patterns showed promise—for example, teenagers with depression used more words about the past and fewer words showing mixed feelings—but the method overall wasn't reliable enough to be useful.