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Between-subject correlation of heart rate variability predicts movie preferences

We introduce a novel and simple method for assessing audiences’ emotional responses to audiovisuals (e.g. films). Viewers (N = 21) watched movies and TV commercials from different genres while wearing photoplethysmography (PPG) optic sensors on their wrists. Heart rate variability (HRV) synchrony wa...

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Detalles Bibliográficos
Autores principales: So, Tsz Yan, Li, Man Yi Erica, Lau, Hakwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904173/
https://www.ncbi.nlm.nih.gov/pubmed/33626088
http://dx.doi.org/10.1371/journal.pone.0247625
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author So, Tsz Yan
Li, Man Yi Erica
Lau, Hakwan
author_facet So, Tsz Yan
Li, Man Yi Erica
Lau, Hakwan
author_sort So, Tsz Yan
collection PubMed
description We introduce a novel and simple method for assessing audiences’ emotional responses to audiovisuals (e.g. films). Viewers (N = 21) watched movies and TV commercials from different genres while wearing photoplethysmography (PPG) optic sensors on their wrists. Heart rate variability (HRV) synchrony was observed among the audience. Based on this between-subject synchrony measure, we identified emotionally arousing segments from the materials. New participants (N = 24; N = 16) were then invited to watch these identified segments along with some randomly selected segments as control; they reported that the former was more engaging (effect size w = .67; w = .5). This finding was confirmed in an online study with a larger cohort (N = 300). While some specific effects varied depending on movie genre or gender, HRV-based editing generally performed better than the control. These findings suggest that HRV synchrony can be used as a new tool for audience psychology, and potentially also for automatically creating short trailers out of movies in a principled manner while taking into account the human perspective.
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spelling pubmed-79041732021-03-02 Between-subject correlation of heart rate variability predicts movie preferences So, Tsz Yan Li, Man Yi Erica Lau, Hakwan PLoS One Research Article We introduce a novel and simple method for assessing audiences’ emotional responses to audiovisuals (e.g. films). Viewers (N = 21) watched movies and TV commercials from different genres while wearing photoplethysmography (PPG) optic sensors on their wrists. Heart rate variability (HRV) synchrony was observed among the audience. Based on this between-subject synchrony measure, we identified emotionally arousing segments from the materials. New participants (N = 24; N = 16) were then invited to watch these identified segments along with some randomly selected segments as control; they reported that the former was more engaging (effect size w = .67; w = .5). This finding was confirmed in an online study with a larger cohort (N = 300). While some specific effects varied depending on movie genre or gender, HRV-based editing generally performed better than the control. These findings suggest that HRV synchrony can be used as a new tool for audience psychology, and potentially also for automatically creating short trailers out of movies in a principled manner while taking into account the human perspective. Public Library of Science 2021-02-24 /pmc/articles/PMC7904173/ /pubmed/33626088 http://dx.doi.org/10.1371/journal.pone.0247625 Text en © 2021 So 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
So, Tsz Yan
Li, Man Yi Erica
Lau, Hakwan
Between-subject correlation of heart rate variability predicts movie preferences
title Between-subject correlation of heart rate variability predicts movie preferences
title_full Between-subject correlation of heart rate variability predicts movie preferences
title_fullStr Between-subject correlation of heart rate variability predicts movie preferences
title_full_unstemmed Between-subject correlation of heart rate variability predicts movie preferences
title_short Between-subject correlation of heart rate variability predicts movie preferences
title_sort between-subject correlation of heart rate variability predicts movie preferences
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904173/
https://www.ncbi.nlm.nih.gov/pubmed/33626088
http://dx.doi.org/10.1371/journal.pone.0247625
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