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This is a Bibliometric Analysis study (also classified as: Topic Modeling).

Mapping Trends in Green Finance: A Bibliometric and Topic Modeling Analysis

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A notable increase in publications on green finance appears since 2017, indicating rising interest.
The analysis of 1372 articles reveals significant themes related to carbon emissions and firm performance.
Observational analysis across leading journals highlights emerging research topics within sustainable finance.
Insights from this work underline the importance of green finance in shaping environmental policy and investment strategies.

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Bibliometric analysis uncovers key patterns in green finance literature, suggesting emerging trends impacting carbon emissions and energy efficiency.

Joaqui-Barandica et al. (2025) studied this question.

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Bibliometric analysis uncovers key patterns in green finance literature, suggesting emerging trends impacting carbon emissions and energy efficiency.