Literature DB >> 30034564

Linking Neuroimaging with Functional Linguistic Analysis to Understand Processes of Successful Communication.

Matthew Brook O'Donnell1, Emily B Falk1.   

Abstract

Functional linguistic models posit a systematic link between language FORM and the FUNCTIONS for which language is used. This is a systematic (and therefore quantifiable) relationship. Yet, many open questions remain about the mechanisms that link form, function and communication relevant outcomes. Neuroimaging methods can provide insight into such processes that are not apparent from other methods. We argue that the combination of neural and linguistic measures will allow insight into both individual and population-level communication processes that would not be possible using either method in isolation. We present examples illustrating this methodological integration and notes regarding the most amenable linguistic tools. We summarize a framework in which language presented to and produced by participants undergoing neuroimaging is correlated with the resulting neural data and other proximal communication outcomes allowing the triangulation of individual experimental with population level outcomes, thereby linking between micro and macro levels of analysis.

Entities:  

Keywords:  fMRI; message propagation; neuroimaging; quantitative language analysis; sentiment analysis

Year:  2015        PMID: 30034564      PMCID: PMC6052875          DOI: 10.1080/19312458.2014.999751

Source DB:  PubMed          Journal:  Commun Methods Meas        ISSN: 1931-2458


  32 in total

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4.  Unleashing the future potential of functional near-infrared spectroscopy in brain sciences.

Authors:  Simone Cutini; Sabrina Brigadoi
Journal:  J Neurosci Methods       Date:  2014-05-29       Impact factor: 2.390

5.  Predicting persuasion-induced behavior change from the brain.

Authors:  Emily B Falk; Elliot T Berkman; Traci Mann; Brittany Harrison; Matthew D Lieberman
Journal:  J Neurosci       Date:  2010-06-23       Impact factor: 6.167

6.  Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers.

Authors:  Tal Yarkoni
Journal:  J Res Pers       Date:  2010-06-01

7.  Automating Content Analysis of Open-Ended Responses: Wordscores and Affective Intonation.

Authors:  Young Min Baek; Joseph N Cappella; Alyssa Bindman
Journal:  Commun Methods Meas       Date:  2011-12

8.  A common system for the comprehension and production of narrative speech.

Authors:  Malaka Awad; Jane E Warren; Sophie K Scott; Federico E Turkheimer; Richard J S Wise
Journal:  J Neurosci       Date:  2007-10-24       Impact factor: 6.167

9.  The scope of usage-based theory.

Authors:  Paul Ibbotson
Journal:  Front Psychol       Date:  2013-05-08

10.  Personality, gender, and age in the language of social media: the open-vocabulary approach.

Authors:  H Andrew Schwartz; Johannes C Eichstaedt; Margaret L Kern; Lukasz Dziurzynski; Stephanie M Ramones; Megha Agrawal; Achal Shah; Michal Kosinski; David Stillwell; Martin E P Seligman; Lyle H Ungar
Journal:  PLoS One       Date:  2013-09-25       Impact factor: 3.240

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  2 in total

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Authors:  Matthew Brook O'Donnell; Emily B Falk; Matthew D Lieberman
Journal:  Commun Monogr       Date:  2015-01-03

2.  Deliberation and Valence as Dissociable Components of Counterarguing among Smokers: Evidence from Neuroimaging and Quantitative Linguistic Analysis.

Authors:  Jiaying Liu; Matthew B O'Donnell; Emily B Falk
Journal:  Health Commun       Date:  2020-01-13
  2 in total

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