Breaking away from family control? Collaboration among political organisations and social media endorsement among their constituents

Wagner, Paul M.; Malkamäki, Arttu; Ylä-Anttila, Tuomas

Abstract

Coalitions that engage in political advocacy are constituted by organisations, which are made up of individuals and organisational subunits. Comparing the coalitions formed by organisations to the those formed by their constituent parts provides a means of examining the extent to which their coalition memberships are aligned. This paper applies inferential network clustering methods to survey data collected from organisations engaging in Irish climate change politics and to X (formerly twitter) data extracted from both the primary accounts of these organisations and the accounts of the individuals and subunits affiliated with them. Analysis of the survey-based organisation-level policy network finds evidence of an outsider coalition, formed by non-governmental organisations, labour unions and left-leaning political parties, and an insider coalition formed by the two main political parties in government, energy sector organisations, business and agricultural interests, scientific organisations, and government bodies. An analysis of the X-based account-level endorsement network finds evidence for a nested coalition structure wherein there are multiple distinct communities, which largely align with the organisation-level coalitions. Most interestingly, the largest and most active community is formed by accounts affiliated with the organisations with agricultural interests—the sector most opposed to ambitious climate action in Ireland. The results show how the somewhat disjoint behaviours of formal organisations and their affiliates give rise to nested coalitions, which can only be identified by disaggregating organisations by their constituent parts.

Citation

Wagner, P. M., Malkamäki, A., & Ylä-Anttila, T. (2025). Breaking away from family control? Collaboration among political organisations and social media endorsement among their constituents. Policy Sciences, 58(1), 27-43. https://doi.org/10.1007/s11077-024-09553-6

• Journal Article Type: Article
• Acceptance Date: Nov 9, 2024
• Online Publication Date: Nov 20, 2024
• Publication Date: 2025-03
• Deposit Date: Nov 25, 2024
• Publicly Available Date: Nov 25, 2024
• Journal: Policy Sciences
• Print ISSN: 0032-2687
• Electronic ISSN: 1573-0891
• Publisher: Springer
• Peer Reviewed: Peer Reviewed
• Volume: 58
• Issue: 1
• Pages: 27-43
• DOI: https://doi.org/10.1007/s11077-024-09553-6
• Keywords: Climate change policy, Network analysis, Coalitions, Twitter, Advocacy Coalition Framework, Environmental policy
• Public URL: http://researchrepository.napier.ac.uk/Output/3957412