Complex coalitions: political alliances across relational contexts
Arttu Malkam\"aki, Ted Hsuan Yun Chen, Antti Gronow, Mikko Kivel\"a,, Juho Vesa, Tuomas Yl\"a-Anttila

TL;DR
This paper introduces a framework for analyzing political coalitions across multiple relational contexts, using multilayer networks to improve empirical understanding of coalition structures in diverse political settings.
Contribution
The paper presents a novel theoretical and methodological approach to studying complex coalitions across multiple contexts, with tools for statistical inference using multilayer networks.
Findings
Considering multiple contexts enhances coalition analysis validity.
Coalitions differ across resource, media, and social communication channels.
Cross-context dependencies reveal nuanced coalition structures.
Abstract
Coalitions are central to politics, including government formation, international relations, and public policy. Coalitions emerge when actors engage one another across multiple relational contexts, but existing literature often approaches coalitions in singular contexts. We introduce complex coalitions, a theoretical-methodological framework that emphasises the relevance of multiple contexts and cross-context dependencies in coalition politics. We also implement tools to statistically infer such coalition structures using multilayer networks. To demonstrate the usefulness of our approach, we compare coalitions among Finnish organisations engaging in climate politics across three con-texts: resource coordination, legacy media discourse, and social media communication. We show that considering coalitions as complex and accounting for cross-context dependencies improves the empirical…
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Taxonomy
TopicsSocial Media and Politics · Electoral Systems and Political Participation · Opinion Dynamics and Social Influence
