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Linguistic measures of psychological distance track symptom levels and treatment outcomes in a large set of psychotherapy transcripts.


ABSTRACT: SignificanceUsing language to "distance" ourselves from distressing situations (i.e., by talking less about ourselves and the present moment) can help us manage emotions. Here, we translate this basic research to discover that such "linguistic distancing" is a replicable measure of mental health in a large set of therapy transcripts (N = 6,229). Additionally, clustering techniques showed that language alone could identify participants who differed on both symptom severity and treatment outcomes. These findings lay the foundation for 1) tools that can rapidly identify people in need of psychological services based on language alone and 2) linguistic interventions that can improve mental health.

SUBMITTER: Nook EC 

PROVIDER: S-EPMC9060508 | biostudies-literature | 2022 Mar

REPOSITORIES: biostudies-literature

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Linguistic measures of psychological distance track symptom levels and treatment outcomes in a large set of psychotherapy transcripts.

Nook Erik C EC   Hull Thomas D TD   Nock Matthew K MK   Somerville Leah H LH  

Proceedings of the National Academy of Sciences of the United States of America 20220322 13


SignificanceUsing language to "distance" ourselves from distressing situations (i.e., by talking less about ourselves and the present moment) can help us manage emotions. Here, we translate this basic research to discover that such "linguistic distancing" is a replicable measure of mental health in a large set of therapy transcripts (<i>N</i> = 6,229). Additionally, clustering techniques showed that language alone could identify participants who differed on both symptom severity and treatment ou  ...[more]

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