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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5456367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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