Literature DB >> 28454920

Automated analysis of written narratives reveals abnormalities in referential cohesion in youth at ultra high risk for psychosis.

Tina Gupta1, Susan J Hespos2, William S Horton2, Vijay A Mittal3.   

Abstract

Schizophrenia and at-risk populations are suggested to exhibit referential cohesion deficits in language production (e.g., producing fewer pronouns or nouns that clearly link to concepts from previous sentences). Much of this work has focused on transcribed speech samples, while no work to our knowledge has examined referential cohesion in written narratives among ultra high risk (UHR) youth using Coh-Metrix, an automated analysis tool. In the present study, written narratives from 84 individuals (UHR=41, control=43) were examined. Referential cohesion variables and relationships with symptoms and relevant cognitive variables were also investigated. Findings reveal less word "stem" overlap in narratives produced by UHR youth compared to controls, and correlations with symptom domains and verbal learning. The present study highlights the potential usefulness of automated analysis of written narratives in identifying at-risk youth and these data provide critical information in better understanding the etiology of psychosis. As writing production is commonly elicited in educational contexts, markers of aberrant cohesion in writing represent significant potential for identifying youth who could benefit from further screening, and utilizing software that is easily accessible and free may provide utility in academic and clinical settings.
Copyright © 2017 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Cognition; Coh-Metrix; Referential cohesion; Symptoms; UHR; Written narratives

Mesh:

Year:  2017        PMID: 28454920      PMCID: PMC5656554          DOI: 10.1016/j.schres.2017.04.025

Source DB:  PubMed          Journal:  Schizophr Res        ISSN: 0920-9964            Impact factor:   4.939


  29 in total

1.  Coh-metrix: analysis of text on cohesion and language.

Authors:  Arthur C Graesser; Danielle S McNamara; Max M Louwerse; Zhiqiang Cai
Journal:  Behav Res Methods Instrum Comput       Date:  2004-05

Review 2.  Symptom assessment in schizophrenic prodromal states.

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3.  Thought, language, and communication disorders. I. Clinical assessment, definition of terms, and evaluation of their reliability.

Authors:  N C Andreasen
Journal:  Arch Gen Psychiatry       Date:  1979-11

4.  Slow and steady: sustained effects of lexico-semantic associations can mediate referential impairments in schizophrenia.

Authors:  Tali Ditman; Donald Goff; Gina R Kuperberg
Journal:  Cogn Affect Behav Neurosci       Date:  2011-06       Impact factor: 3.282

5.  The relationship of verbal learning and verbal fluency with written story production: implications for social functioning in first episode psychosis.

Authors:  Helen J Stain; Sigrun Hodne; Inge Joa; Wenche Ten Velden Hegelstad; Katie M Douglas; Johannes Langveld; Jens P Gisselgard; Jan Olav Johannesen; Tor K Larsen
Journal:  Schizophr Res       Date:  2012-04-30       Impact factor: 4.939

6.  Working memory impairments in schizophrenia: a meta-analysis.

Authors:  Junghee Lee; Sohee Park
Journal:  J Abnorm Psychol       Date:  2005-11

7.  Thought, language, and communication in schizophrenia: diagnosis and prognosis.

Authors:  N C Andreasen; W M Grove
Journal:  Schizophr Bull       Date:  1986       Impact factor: 9.306

8.  The continuous performance test, identical pairs version: II. Contrasting attentional profiles in schizophrenic and depressed patients.

Authors:  B A Cornblatt; M F Lenzenweger; L Erlenmeyer-Kimling
Journal:  Psychiatry Res       Date:  1989-07       Impact factor: 3.222

9.  Prediction of psychosis in youth at high clinical risk: a multisite longitudinal study in North America.

Authors:  Tyrone D Cannon; Kristin Cadenhead; Barbara Cornblatt; Scott W Woods; Jean Addington; Elaine Walker; Larry J Seidman; Diana Perkins; Ming Tsuang; Thomas McGlashan; Robert Heinssen
Journal:  Arch Gen Psychiatry       Date:  2008-01

10.  Progressive brain changes in schizophrenia related to antipsychotic treatment? A meta-analysis of longitudinal MRI studies.

Authors:  P Fusar-Poli; R Smieskova; M J Kempton; B C Ho; N C Andreasen; S Borgwardt
Journal:  Neurosci Biobehav Rev       Date:  2013-06-14       Impact factor: 8.989

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  10 in total

Review 1.  Language as a biomarker for psychosis: A natural language processing approach.

Authors:  Cheryl M Corcoran; Vijay A Mittal; Carrie E Bearden; Raquel E Gur; Kasia Hitczenko; Zarina Bilgrami; Aleksandar Savic; Guillermo A Cecchi; Phillip Wolff
Journal:  Schizophr Res       Date:  2020-06-01       Impact factor: 4.939

2.  Automatic language analysis identifies and predicts schizophrenia in first-episode of psychosis.

Authors:  Alicia Figueroa-Barra; Daniel Del Aguila; Mauricio Cerda; Pablo A Gaspar; Lucas D Terissi; Manuel Durán; Camila Valderrama
Journal:  Schizophrenia (Heidelb)       Date:  2022-06-01

3.  Clues from caregiver emotional language usage highlight the link between putative social environment and the psychosis-risk syndrome.

Authors:  Tina Gupta; William S Horton; Claudia M Haase; Emily E Carol; Vijay A Mittal
Journal:  Schizophr Res       Date:  2022-04-07       Impact factor: 4.662

Review 4.  Using Language Processing and Speech Analysis for the Identification of Psychosis and Other Disorders.

Authors:  Cheryl Mary Corcoran; Guillermo A Cecchi
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2020-06-14

5.  Detecting relapse in youth with psychotic disorders utilizing patient-generated and patient-contributed digital data from Facebook.

Authors:  M L Birnbaum; S K Ernala; A F Rizvi; E Arenare; A R Van Meter; M De Choudhury; J M Kane
Journal:  NPJ Schizophr       Date:  2019-10-07

6.  Identifying emerging mental illness utilizing search engine activity: A feasibility study.

Authors:  Michael L Birnbaum; Hongyi Wen; Anna Van Meter; Sindhu K Ernala; Asra F Rizvi; Elizabeth Arenare; Deborah Estrin; Munmun De Choudhury; John M Kane
Journal:  PLoS One       Date:  2020-10-16       Impact factor: 3.240

7.  Lowering costs for large-scale screening in psychosis: a systematic review and meta-analysis of performance and value of information for speech-based psychiatric evaluation.

Authors:  Felipe Argolo; Guilherme Magnavita; Natalia Bezerra Mota; Carolina Ziebold; Dirceu Mabunda; Pedro M Pan; André Zugman; Ary Gadelha; Cheryl Corcoran; Rodrigo A Bressan
Journal:  Braz J Psychiatry       Date:  2020 Nov-Dec       Impact factor: 2.697

8.  Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook.

Authors:  Michael L Birnbaum; Raquel Norel; Anna Van Meter; Asra F Ali; Elizabeth Arenare; Elif Eyigoz; Carla Agurto; Nicole Germano; John M Kane; Guillermo A Cecchi
Journal:  NPJ Schizophr       Date:  2020-12-03

9.  Natural Language Processing markers in first episode psychosis and people at clinical high-risk.

Authors:  Tom J Spencer; Philip McGuire; Sarah E Morgan; Kelly Diederen; Petra E Vértes; Samantha H Y Ip; Bo Wang; Bethany Thompson; Arsime Demjaha; Andrea De Micheli; Dominic Oliver; Maria Liakata; Paolo Fusar-Poli
Journal:  Transl Psychiatry       Date:  2021-12-13       Impact factor: 6.222

10.  Widespread cortical thinning, excessive glutamate and impaired linguistic functioning in schizophrenia: A cluster analytic approach.

Authors:  Liangbing Liang; Angélica M Silva; Peter Jeon; Sabrina D Ford; Michael MacKinley; Jean Théberge; Lena Palaniyappan
Journal:  Front Hum Neurosci       Date:  2022-08-05       Impact factor: 3.473

  10 in total

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