Literature DB >> 28327371

Longitudinal changes in linguistic complexity among professional football players.

Visar Berisha1, Shuai Wang2, Amy LaCross2, Julie Liss2, Pamela Garcia-Filion3.   

Abstract

Reductions in spoken language complexity have been associated with the onset of various neurological disorders. The objective of this study is to analyze whether similar trends are found in professional football players who are at risk for chronic traumatic encephalopathy. We compare changes in linguistic complexity (as indexed by the type-to-token ratio and lexical density) measured from the interview transcripts of players in the National Football League (NFL) to those measured from interview transcripts of coaches and/or front-office NFL executives who have never played professional football. A multilevel mixed model analysis reveals that exposure to the high-impact sport (vs no exposure) was associated with an overall decline in language complexity scores over time. This trend persists even after controlling for age as a potential confound. The results set the stage for a prospective study to test the hypothesis that language complexity decline is a harbinger of chronic traumatic encephalopathy.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Chronic traumatic encephalopathy; Lexical density; Linguistic complexity; Natural language processing; Type-to-token ratio

Mesh:

Year:  2017        PMID: 28327371     DOI: 10.1016/j.bandl.2017.02.003

Source DB:  PubMed          Journal:  Brain Lang        ISSN: 0093-934X            Impact factor:   2.381


  3 in total

1.  A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders.

Authors:  Rohit Voleti; Julie M Liss; Visar Berisha
Journal:  IEEE J Sel Top Signal Process       Date:  2019-11-07       Impact factor: 6.856

2.  OBJECTIVE ASSESSMENT OF VOCAL TREMOR.

Authors:  Jacob Peplinski; Visar Berisha; Julie Liss; Shira Hahn; Jeremy Shefner; Seward Rutkove; Kristin Qi; Kerisa Shelton
Journal:  Proc IEEE Int Conf Acoust Speech Signal Process       Date:  2019-04-17

3.  Do Words Matter? Detecting Social Isolation and Loneliness in Older Adults Using Natural Language Processing.

Authors:  Varsha D Badal; Camille Nebeker; Kaoru Shinkawa; Yasunori Yamada; Kelly E Rentscher; Ho-Cheol Kim; Ellen E Lee
Journal:  Front Psychiatry       Date:  2021-11-16       Impact factor: 4.157

  3 in total

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