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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao BOA - Bicocca Open A...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
https://doi.org/10.4337/978103...
Part of book or chapter of book . 2025 . Peer-reviewed
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Stochastic actor-oriented models for the co-evolution of networks and individual outcomes

Authors: Viviana Amati; Tom A. B. Snijders;

Stochastic actor-oriented models for the co-evolution of networks and individual outcomes

Abstract

Stochastic actor-oriented models (SAOMs) originated as models to explain network evolution over time. They have been extended in several directions. This chapter focuses on the extension of SAOMs for analyzing the co-evolution of networks and individual outcomes, such as behaviours, attitudes, and activities. Over the past decade, these models have been widely applied in education to determine the relative contributions of selection and influence processes to explain peer effects and design effective policies. We illustrate the model by analyzing the co-evolution of friendship and academic performance. The chapter ends with a discussion of the strengths and limitations of the introduced models and a brief description of SAOMs’ extensions for analyzing multivariate and multilevel network data and their application in education.

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Keywords

Co-evolution; Longitudinal data; Networks; Selection and influence; Stochastic actor-oriented models;

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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!
0
Average
Average
Average
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