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Computerised analysis of facial emotion expression in eating disorders

BACKGROUND: Problems with social-emotional processing are known to be an important contributor to the development and maintenance of eating disorders (EDs). Diminished facial communication of emotion has been frequently reported in individuals with anorexia nervosa (AN). Less is known about facial e...

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Autores principales: Leppanen, Jenni, Dapelo, Marcela Marin, Davies, Helen, Lang, Katie, Treasure, Janet, Tchanturia, Kate
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456367/
https://www.ncbi.nlm.nih.gov/pubmed/28575109
http://dx.doi.org/10.1371/journal.pone.0178972
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author Leppanen, Jenni
Dapelo, Marcela Marin
Davies, Helen
Lang, Katie
Treasure, Janet
Tchanturia, Kate
author_facet Leppanen, Jenni
Dapelo, Marcela Marin
Davies, Helen
Lang, Katie
Treasure, Janet
Tchanturia, Kate
author_sort Leppanen, Jenni
collection PubMed
description BACKGROUND: Problems with social-emotional processing are known to be an important contributor to the development and maintenance of eating disorders (EDs). Diminished facial communication of emotion has been frequently reported in individuals with anorexia nervosa (AN). Less is known about facial expressivity in bulimia nervosa (BN) and in people who have recovered from AN (RecAN). This study aimed to pilot the use of computerised facial expression analysis software to investigate emotion expression across the ED spectrum and recovery in a large sample of participants. METHOD: 297 participants with AN, BN, RecAN, and healthy controls were recruited. Participants watched film clips designed to elicit happy or sad emotions, and facial expressions were then analysed using FaceReader. RESULTS: The finding mirrored those from previous work showing that healthy control and RecAN participants expressed significantly more positive emotions during the positive clip compared to the AN group. There were no differences in emotion expression during the sad film clip. DISCUSSION: These findings support the use of computerised methods to analyse emotion expression in EDs. The findings also demonstrate that reduced positive emotion expression is likely to be associated with the acute stage of AN illness, with individuals with BN showing an intermediate profile.
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spelling pubmed-54563672017-06-12 Computerised analysis of facial emotion expression in eating disorders Leppanen, Jenni Dapelo, Marcela Marin Davies, Helen Lang, Katie Treasure, Janet Tchanturia, Kate PLoS One Research Article BACKGROUND: Problems with social-emotional processing are known to be an important contributor to the development and maintenance of eating disorders (EDs). Diminished facial communication of emotion has been frequently reported in individuals with anorexia nervosa (AN). Less is known about facial expressivity in bulimia nervosa (BN) and in people who have recovered from AN (RecAN). This study aimed to pilot the use of computerised facial expression analysis software to investigate emotion expression across the ED spectrum and recovery in a large sample of participants. METHOD: 297 participants with AN, BN, RecAN, and healthy controls were recruited. Participants watched film clips designed to elicit happy or sad emotions, and facial expressions were then analysed using FaceReader. RESULTS: The finding mirrored those from previous work showing that healthy control and RecAN participants expressed significantly more positive emotions during the positive clip compared to the AN group. There were no differences in emotion expression during the sad film clip. DISCUSSION: These findings support the use of computerised methods to analyse emotion expression in EDs. The findings also demonstrate that reduced positive emotion expression is likely to be associated with the acute stage of AN illness, with individuals with BN showing an intermediate profile. Public Library of Science 2017-06-02 /pmc/articles/PMC5456367/ /pubmed/28575109 http://dx.doi.org/10.1371/journal.pone.0178972 Text en © 2017 Leppanen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Leppanen, Jenni
Dapelo, Marcela Marin
Davies, Helen
Lang, Katie
Treasure, Janet
Tchanturia, Kate
Computerised analysis of facial emotion expression in eating disorders
title Computerised analysis of facial emotion expression in eating disorders
title_full Computerised analysis of facial emotion expression in eating disorders
title_fullStr Computerised analysis of facial emotion expression in eating disorders
title_full_unstemmed Computerised analysis of facial emotion expression in eating disorders
title_short Computerised analysis of facial emotion expression in eating disorders
title_sort computerised analysis of facial emotion expression in eating disorders
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456367/
https://www.ncbi.nlm.nih.gov/pubmed/28575109
http://dx.doi.org/10.1371/journal.pone.0178972
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