Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media.
28 days cycle
computational linguistic
emotional regulation
menstrual cycle
natural language processing
social media
Journal
Frontiers in integrative neuroscience
ISSN: 1662-5145
Titre abrégé: Front Integr Neurosci
Pays: Switzerland
ID NLM: 101477950
Informations de publication
Date de publication:
2019
2019
Historique:
received:
17
11
2018
accepted:
29
01
2019
entrez:
7
3
2019
pubmed:
7
3
2019
medline:
7
3
2019
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 30837849
doi: 10.3389/fnint.2019.00005
pmc: PMC6389828
doi:
Types de publication
Journal Article
Langues
eng
Pagination
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