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Hormones,behavior, and social network analysis: Exploring associations between cortisol,testosterone, and network structure
Authors:Olga Kornienko  Katherine H Clemans  Dorothée Out  Douglas A Granger
Institution:1. Institute for Interdisciplinary Salivary Bioscience Research, Arizona State University, USA;2. Department of Psychology, Arizona State University, USA;3. Department of Psychology, Amherst College, USA;4. Centre for Child and Family Studies, Leiden University, Leiden, The Netherlands;5. School of Nursing, Johns Hopkins University, USA;6. Bloomberg School of Public Health, Johns Hopkins University, USA
Abstract:We used a new interdisciplinary paradigm of social network analysis (SNA) to investigate associations between hormones and social network structures. We examine these biobehavioral processes and test hypotheses about how hormones are associated with social network structures using exponential random graph modeling (ERGM) in a cohort of first-year students (n = 74; 93% female; M age = 27 years) from a highly competitive, accelerated nursing program. Participants completed friendship nominations and as a group simultaneously donated saliva (later assayed for cortisol and testosterone). ERGM analyses revealed that salivary cortisol levels were inversely associated with the number of outgoing ties (i.e., network activity). By contrast, testosterone was not related to friendship network structure. Integration of SNA and salivary bioscience creates a novel approach to understanding hormone–behavior relationships within the context of human social ecologies.
Keywords:Salivary cortisol  Salivary testosterone  Social network analysis  Exponential random graph modeling
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