Self-reference in psychosis and depression: a language marker of illness

Language use is of increasing interest in the study of mental illness. Analytical approaches range from phenomenological and qualitative to formal computational quantitative methods. Practically, the approach may have utility in predicting clinical outcomes. We harnessed a real-world sample (blog en...

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Veröffentlicht in:Psychological medicine 2016-09, Vol.46 (12), p.2605-2615
Hauptverfasser: Fineberg, S. K., Leavitt, J., Deutsch-Link, S., Dealy, S., Landry, C. D., Pirruccio, K., Shea, S., Trent, S., Cecchi, G., Corlett, P. R.
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container_end_page 2615
container_issue 12
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container_title Psychological medicine
container_volume 46
creator Fineberg, S. K.
Leavitt, J.
Deutsch-Link, S.
Dealy, S.
Landry, C. D.
Pirruccio, K.
Shea, S.
Trent, S.
Cecchi, G.
Corlett, P. R.
description Language use is of increasing interest in the study of mental illness. Analytical approaches range from phenomenological and qualitative to formal computational quantitative methods. Practically, the approach may have utility in predicting clinical outcomes. We harnessed a real-world sample (blog entries) from groups with psychosis, strong beliefs, odd beliefs, illness, mental illness and/or social isolation to validate and extend laboratory findings about lexical differences between psychosis and control subjects. We describe the results of two experiments using Linguistic Inquiry and Word Count software to assess word category frequencies. In experiment 1, we compared word use in psychosis and control subjects in the laboratory (23 per group), and related results to subject symptoms. In experiment 2, we examined lexical patterns in blog entries written by people with psychosis and eight comparison groups. In addition to between-group comparisons, we used factor analysis followed by clustering to discern the contributions of strong belief, odd belief and illness identity to lexical patterns. Consistent with others' work, we found that first-person pronouns, biological process words and negative emotion words were more frequent in psychosis language. We tested lexical differences between bloggers with psychosis and multiple relevant comparison groups. Clustering analysis revealed that word use frequencies did not group individuals with strong or odd beliefs, but instead grouped individuals with any illness (mental or physical). Pairing of laboratory and real-world samples reveals that lexical markers previously identified as specific language changes in depression and psychosis are probably markers of illness in general.
doi_str_mv 10.1017/S0033291716001215
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K. ; Leavitt, J. ; Deutsch-Link, S. ; Dealy, S. ; Landry, C. D. ; Pirruccio, K. ; Shea, S. ; Trent, S. ; Cecchi, G. ; Corlett, P. R.</creator><creatorcontrib>Fineberg, S. K. ; Leavitt, J. ; Deutsch-Link, S. ; Dealy, S. ; Landry, C. D. ; Pirruccio, K. ; Shea, S. ; Trent, S. ; Cecchi, G. ; Corlett, P. R.</creatorcontrib><description>Language use is of increasing interest in the study of mental illness. Analytical approaches range from phenomenological and qualitative to formal computational quantitative methods. Practically, the approach may have utility in predicting clinical outcomes. We harnessed a real-world sample (blog entries) from groups with psychosis, strong beliefs, odd beliefs, illness, mental illness and/or social isolation to validate and extend laboratory findings about lexical differences between psychosis and control subjects. We describe the results of two experiments using Linguistic Inquiry and Word Count software to assess word category frequencies. 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K.</au><au>Leavitt, J.</au><au>Deutsch-Link, S.</au><au>Dealy, S.</au><au>Landry, C. D.</au><au>Pirruccio, K.</au><au>Shea, S.</au><au>Trent, S.</au><au>Cecchi, G.</au><au>Corlett, P. R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Self-reference in psychosis and depression: a language marker of illness</atitle><jtitle>Psychological medicine</jtitle><addtitle>Psychol. Med</addtitle><date>2016-09-01</date><risdate>2016</risdate><volume>46</volume><issue>12</issue><spage>2605</spage><epage>2615</epage><pages>2605-2615</pages><issn>0033-2917</issn><eissn>1469-8978</eissn><coden>PSMDCO</coden><abstract>Language use is of increasing interest in the study of mental illness. Analytical approaches range from phenomenological and qualitative to formal computational quantitative methods. Practically, the approach may have utility in predicting clinical outcomes. 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subjects Adult
Beliefs
Clinical outcomes
Clustering
Computer applications
Depression
Depression - physiopathology
Depression - psychology
Emotional words
Experiments
Factor analysis
Female
Humans
Identity
Language
Male
Mental depression
Mental disorders
Middle Aged
Original Articles
Pairing
Personal Narratives as Topic
Pronouns
Psychosis
Psychotic Disorders - physiopathology
Psychotic Disorders - psychology
Quantitative analysis
Schizophrenia - physiopathology
Schizophrenic Psychology
Social interactions
Social isolation
Verbal Behavior
Young Adult
title Self-reference in psychosis and depression: a language marker of illness
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