AI forecasts upcoming mental health challenges

A recent study conducted by Stanford University reveals that analyzing the linguistic style used by children between the ages of 9 and 13 can predict future psychological problems, especially during adolescence, a period marked by the emergence of conditions like depression and anxiety. The research showed that sentence structure and the use of short connecting words, such as "and" and "but," were more indicative of declining mental health than the content of the speech itself. The use of words related to violence or social exclusion emerged as key signals of potential psychological issues later on. Conversely, expressions that discuss emotional support, friendship, and mental well-being were associated with good mental health. The study emphasizes the importance of early intervention through linguistic style analysis to identify children at higher risk, thereby enabling earlier and more effective treatment opportunities.

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