Network Science

Augmenting Firm Diversification Behavior Prediction with Graph Embeddings
Public procurement plays a crucial role in modern economies, serving not only as a mechanism to acquire public goods, services, and …
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Augmenting Firm Diversification Behavior Prediction with Graph Embeddings
Interconnectedness in Education Systems
Education systems are webs of interconnected students, teachers, programs, institutions, and decisions. This chapter argues that a …
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Interconnectedness in Education Systems
Data Science and the Dynamics of Collective Memory
This chapter introduces computational social science as a data-driven framework for studying how collective memory forms, persists, and …
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Data Science and the Dynamics of Collective Memory
Self-select groups increase stability but reduce collaboration in high school physics
Group configurations shape social skills and learning outcomes. This study compares random allocation with student self-selection in …
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Self-select groups increase stability but reduce collaboration in high school physics
High earnings through firm influence: the role of hierarchical structures in public procurement
Public procurement markets are highly structured networks. Using over one million Portuguese public procurement contracts, this article …
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High earnings through firm influence: the role of hierarchical structures in public procurement
The lexical divide: propositive modes and non-agentic attitudes define the progressive left in Chile
Internal factors-such as psychological traits or individual attitudes-relate to and explain political cleavages. Yet, little is known …
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The lexical divide: propositive modes and non-agentic attitudes define the progressive left in Chile
Enhanced social connectivity in hybrid classrooms versus academic centrality in online settings
Social learning, the ability to perceive, interpret, and assess the behavior of one’s peers, is crucial for forming meaningful …
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Enhanced social connectivity in hybrid classrooms versus academic centrality in online settings
Linking physical violence to women’s mobility in Chile
Despite increased global attention on violence against women, understanding the factors that lead to women becoming victims remains a …
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Linking physical violence to women’s mobility in Chile
From Co-Location Patterns to an Informal Social Network of Gig Economy Workers
The labor market has transformed with the advent of the gig economy, characterized by short-term and fexible work arrangements …
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From Co-Location Patterns to an Informal Social Network of Gig Economy Workers
Quantifying hierarchy and prestige in US ballet academies as social predictors of career success
In the recent decade, we have seen major progress in quantifying the behaviors and the impact of scientists, resulting in a …
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Quantifying hierarchy and prestige in US ballet academies as social predictors of career success