Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media

The menstrual cycle affects many aspects of female physiology, from the immune system to behavioral and emotional regulation. It is unclear however if these physiological changes are reflected in everyday, naturalistic language production, and moreover whether these putative effects can be consisten...

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Main Authors: Lucila Gallino, Facundo Carrillo, Guillermo A. Cecchi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Integrative Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnint.2019.00005/full
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spelling doaj-10bc0d5eb4314976af696c9ceb90004d2020-11-25T02:46:22ZengFrontiers Media S.A.Frontiers in Integrative Neuroscience1662-51452019-02-011310.3389/fnint.2019.00005437321Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social MediaLucila Gallino0Facundo Carrillo1Guillermo A. Cecchi2Immunopharmacology Lab, IQUIBICEN, Buenos Aires University, Buenos Aires, ArgentinaApplied Artificial Intelligence Lab, ICC, CONICET, Buenos Aires, ArgentinaComputational Biology Center, T.J. Watson Research Center, IBM, New York, NY, United StatesThe menstrual cycle affects many aspects of female physiology, from the immune system to behavioral and emotional regulation. It is unclear however if these physiological changes are reflected in everyday, naturalistic language production, and moreover whether these putative effects can be consistently quantified. Using a novel approach based on social networks, we characterized linguistic expression differences in female and male volunteers over the course of several months, while having no physiological or reported information of the female participants' menstrual cycles. We used a simple algorithm to quantify the linguistic affect intensity of 418 (184 females and 234 males) subjects using their social networks production and found a 7-day modulatory cycle of affect intensity that corresponds to labor-week fluctuations, with no significant difference by biological sex, and a 28-day cycle over which females are significantly different than males. Our results are consistent with the hypothesis that the menstrual cycle modulates affective features of naturalistic linguistic production.https://www.frontiersin.org/article/10.3389/fnint.2019.00005/fullnatural language processingcomputational linguisticemotional regulationmenstrual cycle28 days cyclesocial media
collection DOAJ
language English
format Article
sources DOAJ
author Lucila Gallino
Facundo Carrillo
Guillermo A. Cecchi
spellingShingle Lucila Gallino
Facundo Carrillo
Guillermo A. Cecchi
Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
Frontiers in Integrative Neuroscience
natural language processing
computational linguistic
emotional regulation
menstrual cycle
28 days cycle
social media
author_facet Lucila Gallino
Facundo Carrillo
Guillermo A. Cecchi
author_sort Lucila Gallino
title Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
title_short Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
title_full Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
title_fullStr Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
title_full_unstemmed Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
title_sort differential 28-days cyclic modulation of affective intensity in female and male participants via social media
publisher Frontiers Media S.A.
series Frontiers in Integrative Neuroscience
issn 1662-5145
publishDate 2019-02-01
description The menstrual cycle affects many aspects of female physiology, from the immune system to behavioral and emotional regulation. It is unclear however if these physiological changes are reflected in everyday, naturalistic language production, and moreover whether these putative effects can be consistently quantified. Using a novel approach based on social networks, we characterized linguistic expression differences in female and male volunteers over the course of several months, while having no physiological or reported information of the female participants' menstrual cycles. We used a simple algorithm to quantify the linguistic affect intensity of 418 (184 females and 234 males) subjects using their social networks production and found a 7-day modulatory cycle of affect intensity that corresponds to labor-week fluctuations, with no significant difference by biological sex, and a 28-day cycle over which females are significantly different than males. Our results are consistent with the hypothesis that the menstrual cycle modulates affective features of naturalistic linguistic production.
topic natural language processing
computational linguistic
emotional regulation
menstrual cycle
28 days cycle
social media
url https://www.frontiersin.org/article/10.3389/fnint.2019.00005/full
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