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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Frontiers Media S.A.
2019-02-01
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Online Access: | https://www.frontiersin.org/article/10.3389/fnint.2019.00005/full |
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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 |
work_keys_str_mv |
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