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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-7904173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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