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Aug 27, 2026·Research Square
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Reinterpreting the Transition: A Text-Analytic Approach to Territorial Political Agendas in Spain’s Multilevel Climate Governance

Onsel Gurel Bayrali, Yasemin İrepoğlu Carreras

Abstract Environmental transition is increasingly governed through multilevel systems in which authority is shared across supranational, national, and regional governments. Existing research on multilevel climate governance has focused on coordination, implementation, and compliance, largely treating environmental objectives as politically consistent among territorial levels once adopted. This paper argues that multilevel governance also reshapes the political content of environmental transition itself, a process we call political reinterpretation: common climate objectives are selectively reprioritized and reframed as they enter territorially distinct political arenas. We test this argument using text analysis of parliamentary discourse, applying structural topic modeling to 10,564 speeches delivered across Spain’s seventeen Autonomous Communities (ACs) between 2019 and 2024 to uncover five substantive dimensions of environmental-transition discourse directly from legislative text. We find that these dimensions are distributed unevenly across regions, and, more critically, that Spain’s major statewide parties do not reproduce their national environmental-transition profiles across territories: territorial variation in the topics they prioritize within each party systematically exceeds the variation observed between parties operating in the same region. This pattern holds even among parties whose organizational structure gives them a strong incentive toward national uniformity, indicating that territorial incentives can outweigh the integrative pressures of statewide party organization. Understanding climate governance in decentralized systems therefore requires attention not only to how environmental policy is implemented across levels of government, but to how its political meaning is reconstructed as authority becomes territorially dispersed.

Open access
Climate Change Communication and Perception
Sustainability and Climate Change Governance
Computational and Text Analysis Methods
Original source
Aug 21, 2026·Sustainability and Climate Change
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Polycentric Governance in Climate Finance: Gaining Insights from the Green Climate Fund after the Paris Agreement

Risnawati Risnawat

The Green Climate Fund (GCF) is the primary financial mechanism under the Paris Agreement, yet its governance architecture remains underexplored theoretically. This study examines how multiple decision centers and actors interact within the GCF’s governance structure and what coordination mechanisms are built into it, using a polycentric governance lens. By analyzing 43 official GCF documents (2015–2024) through qualitative content analysis and the polycentric orders framework, the study finds that the GCF’s governance structure exhibits formally institutionalized coordination mechanisms consistent with a strong polycentric order. These structural features are designed to support problem-solving and adaptive management, although their operational effectiveness requires further empirical investigation. Contributions include a replicable, document-based coding and network-analysis method for characterizing polycentric governance, along with evidence that formal decentralization in the GCF coexists with a concentration of documented coordination ties among a small core of actors.

Open access
Sustainable Finance and Green Bonds
Sustainability and Climate Change Governance
Climate Change Communication and Perception
Original source