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Unveiling the nexus of institutional quality and renewable energy utilizing a Topic Modelling approach

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  • Giganti, Patrizio
  • Barra, Cristian
  • Falcone, Pasquale Marcello

Abstract

This paper explores the complex relationship between institutional quality and renewable energy adoption within the context of global efforts to mitigate environmental challenges and reduce dependence on non-renewable energy sources. Despite the essential role of institutions in facilitating the transition to renewable energy, systematic research on this relationship remains scarce. This study addresses this gap by being the first to apply Topic Modelling (Latent Dirichlet Allocation – LDA) to systematically analyze the literature, offering a data-driven alternative to conventional reviews and minimizing subjective bias.

Suggested Citation

  • Giganti, Patrizio & Barra, Cristian & Falcone, Pasquale Marcello, 2025. "Unveiling the nexus of institutional quality and renewable energy utilizing a Topic Modelling approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 214(C).
    • Handle: RePEc:eee:rensus:v:214:y:2025:i:c:s1364032125001893
    DOI: 10.1016/j.rser.2025.115516
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    Keywords

    Sustainability; Governance; Energy transition; Latent dirichlet allocation;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • P18 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Energy; Environment
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • P48 - Political Economy and Comparative Economic Systems - - Other Economic Systems - - - Legal Institutions; Property Rights; Natural Resources; Energy; Environment; Regional Studies
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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