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Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters

Human voice pitch is highly sexually dimorphic and eminently quantifiable, making it an ideal phenotype for studying the influence of sexual selection. In both traditional and industrial populations, lower pitch in men predicts mating success, reproductive success, and social status and shapes socia...

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Autores principales: Aung, Toe, Goetz, Stefan, Adams, John, McKenna, Clint, Hess, Catherine, Roytman, Stiven, Cheng, Joey T., Zilioli, Samuele, Puts, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806622/
https://www.ncbi.nlm.nih.gov/pubmed/33441596
http://dx.doi.org/10.1038/s41598-020-79408-6
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author Aung, Toe
Goetz, Stefan
Adams, John
McKenna, Clint
Hess, Catherine
Roytman, Stiven
Cheng, Joey T.
Zilioli, Samuele
Puts, David
author_facet Aung, Toe
Goetz, Stefan
Adams, John
McKenna, Clint
Hess, Catherine
Roytman, Stiven
Cheng, Joey T.
Zilioli, Samuele
Puts, David
author_sort Aung, Toe
collection PubMed
description Human voice pitch is highly sexually dimorphic and eminently quantifiable, making it an ideal phenotype for studying the influence of sexual selection. In both traditional and industrial populations, lower pitch in men predicts mating success, reproductive success, and social status and shapes social perceptions, especially those related to physical formidability. Due to practical and ethical constraints however, scant evidence tests the central question of whether male voice pitch and other acoustic measures indicate actual fighting ability in humans. To address this, we examined pitch, pitch variability, and formant position of 475 mixed martial arts (MMA) fighters from an elite fighting league, with each fighter’s acoustic measures assessed from multiple voice recordings extracted from audio or video interviews available online (YouTube, Google Video, podcasts), totaling 1312 voice recording samples. In four regression models each predicting a separate measure of fighting ability (win percentages, number of fights, Elo ratings, and retirement status), no acoustic measure significantly predicted fighting ability above and beyond covariates. However, after fight statistics, fight history, height, weight, and age were used to extract underlying dimensions of fighting ability via factor analysis, pitch and formant position negatively predicted “Fighting Experience” and “Size” factor scores in a multivariate regression model, explaining 3–8% of the variance. Our findings suggest that lower male pitch and formants may be valid cues of some components of fighting ability in men.
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spelling pubmed-78066222021-01-14 Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters Aung, Toe Goetz, Stefan Adams, John McKenna, Clint Hess, Catherine Roytman, Stiven Cheng, Joey T. Zilioli, Samuele Puts, David Sci Rep Article Human voice pitch is highly sexually dimorphic and eminently quantifiable, making it an ideal phenotype for studying the influence of sexual selection. In both traditional and industrial populations, lower pitch in men predicts mating success, reproductive success, and social status and shapes social perceptions, especially those related to physical formidability. Due to practical and ethical constraints however, scant evidence tests the central question of whether male voice pitch and other acoustic measures indicate actual fighting ability in humans. To address this, we examined pitch, pitch variability, and formant position of 475 mixed martial arts (MMA) fighters from an elite fighting league, with each fighter’s acoustic measures assessed from multiple voice recordings extracted from audio or video interviews available online (YouTube, Google Video, podcasts), totaling 1312 voice recording samples. In four regression models each predicting a separate measure of fighting ability (win percentages, number of fights, Elo ratings, and retirement status), no acoustic measure significantly predicted fighting ability above and beyond covariates. However, after fight statistics, fight history, height, weight, and age were used to extract underlying dimensions of fighting ability via factor analysis, pitch and formant position negatively predicted “Fighting Experience” and “Size” factor scores in a multivariate regression model, explaining 3–8% of the variance. Our findings suggest that lower male pitch and formants may be valid cues of some components of fighting ability in men. Nature Publishing Group UK 2021-01-13 /pmc/articles/PMC7806622/ /pubmed/33441596 http://dx.doi.org/10.1038/s41598-020-79408-6 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Aung, Toe
Goetz, Stefan
Adams, John
McKenna, Clint
Hess, Catherine
Roytman, Stiven
Cheng, Joey T.
Zilioli, Samuele
Puts, David
Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title_full Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title_fullStr Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title_full_unstemmed Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title_short Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
title_sort low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806622/
https://www.ncbi.nlm.nih.gov/pubmed/33441596
http://dx.doi.org/10.1038/s41598-020-79408-6
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