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Artículo

Differential 28-days cyclic modulation of affective intensity in female and male participants via social media

Gallino, LucilaIcon ; Carrillo, FacundoIcon ; Cecchi, Guillermo Alberto
Fecha de publicación: 02/2019
Editorial: Frontiers Media S.A.
Revista: Frontiers in Integrative Neuroscience
ISSN: 1662-5145
Idioma: Inglés
Tipo de recurso: Artículo publicado
Clasificación temática:
Otras Ciencias de la Computación e Información

Resumen

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.
Palabras clave: 28 DAYS CYCLE , COMPUTATIONAL LINGUISTIC , EMOTIONAL REGULATION , MENSTRUAL CYCLE , NATURAL LANGUAGE PROCESSING , SOCIAL MEDIA
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info:eu-repo/semantics/openAccess Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción: Creative Commons Attribution 2.5 Unported (CC BY 2.5)
Identificadores
URI: http://hdl.handle.net/11336/123295
DOI: http://dx.doi.org/10.3389/fnint.2019.00005
Colecciones
Articulos(IQUIBICEN)
Articulos de INSTITUTO DE QUIMICA BIOLOGICA DE LA FACULTAD DE CS. EXACTAS Y NATURALES
Citación
Gallino, Lucila; Carrillo, Facundo; Cecchi, Guillermo Alberto; Differential 28-days cyclic modulation of affective intensity in female and male participants via social media; Frontiers Media S.A.; Frontiers in Integrative Neuroscience; 13; 2-2019; 1-7
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