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Social Cognitive and Affective Neuroscience
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Social network analysis for social neuroscientists

Authors: Elisa C Baek; Mason A. Porter; Carolyn Parkinson;

Social network analysis for social neuroscientists

Abstract

AbstractAlthough social neuroscience is concerned with understanding how the brain interacts with its social environment, prevailing research in the field has primarily considered the human brain in isolation, deprived of its rich social context. Emerging work in social neuroscience that leverages tools from network analysis has begun to advance knowledge of how the human brain influences and is influenced by the structures of its social environment. In this paper, we provide an overview of key theory and methods in network analysis (especially for social systems) as an introduction for social neuroscientists who are interested in relating individual cognition to the structures of an individual’s social environments. We also highlight some exciting new work as examples of how to productively use these tools to investigate questions of relevance to social neuroscientists. We include tutorials to help with practical implementations of the concepts that we discuss. We conclude by highlighting a broad range of exciting research opportunities for social neuroscientists who are interested in using network analysis to study social systems.

Keywords

FOS: Computer and information sciences, Physics - Physics and Society, FOS: Physical sciences, Original Manuscript, Physics and Society (physics.soc-ph), Social and Behavioral Sciences, Social Environment, Cognition, Humans, Social and Information Networks (cs.SI), bepress|Social and Behavioral Sciences|Psychology, Cognitive Psychology, Brain, Computer Science - Social and Information Networks, PsyArXiv|Social and Behavioral Sciences|Cultural Psychology, bepress|Social and Behavioral Sciences|Psychology|Cognitive Psychology, Cultural Psychology, PsyArXiv|Social and Behavioral Sciences, Quantitative Biology - Neurons and Cognition, FOS: Biological sciences, bepress|Social and Behavioral Sciences, PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology, Neurons and Cognition (q-bio.NC), Social Network Analysis

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    selected citations
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    49
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
49
Top 1%
Top 10%
Top 10%
Green
gold