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May 10, 2026Social Sciences & Humanities OpenOpen Access

The knowledge architecture of carbon markets: A 30-year global view

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Authors

CMCarlos MacíasKMKarime Montes-EscobarEZEzequiel Zamora-Ledezma

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Overview

Bibliometric analysis reveals trends and themes in global carbon market research, indicating the need for cross-disciplinary approaches.

Key Points

  • The aim is to analyze the evolution and trends of scientific literature on carbon markets over 30 years.
  • Conducted bibliometric analysis of 10,552 peer-reviewed articles from Scopus and Web of Science.
  • Utilized Latent Dirichlet Allocation (LDA) and HJ-Biplot methodologies for thematic and structural analysis.
  • Examined publication trends and collaboration networks among contributors, focusing on major nations.
  • Post-Paris Agreement, there was a significant increase in scholarly output, with primary contributions from China, the US, and Europe.
  • Research has shifted focus from foundational topics to applied domains like market design and technological innovation.
  • Network analysis identified distinct global clusters, with Western nations emphasizing cooperation and China leading in domestic output.

Cite This Study

Macías et al. (2026) studied this question.

synapsesocial.com/papers/6a0021fec8f74e3340f9cf9fhttps://doi.org/10.1016/j.ssaho.2026.102827
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