Article: Global research mapping on the convergence of ESG and sustainable finance: a bibliometric and topic modelling approach Journal: International Journal of Managerial and Financial Accounting (IJMFA) 2026 Vol.18 No.7 pp.24 - 49 Abstract: This study maps the intellectual, thematic, and collaborative landscape of environmental, social and governance (ESG) and sustainable finance (SF) research by identifying influential works, core research areas, and emerging trends. Using a mixed-method bibliometric approach combining citation and co-authorship analysis with latent Dirichlet allocation (LDA) topic modelling, 294 peer-reviewed Scopus articles (2012-2025) were analysed through R-Studio and VOSviewer. Six major research themes emerged: social impact and metrics; AI, big data and innovation; business models and sustainability; ESG ratings and reporting; policy, regulation and governance; and sustainable investment and returns. Results reveal rapid growth in ESG-SF research post-2019, peaking in 2024, with notable dominance of European scholarship. The study highlights a shift toward technology- and regulation-driven research and offers valuable insights for scholars, practitioners, and policymakers to inform ESG policies, reporting frameworks, and sustainable investment models fostering global equity and transparency. Inderscience Publishers - linking academia, business and industry through research

Title: Global research mapping on the convergence of ESG and sustainable finance: a bibliometric and topic modelling approach

Authors: Mohan Kumar; Mohit Yadav; Ashutosh Pandey; Nilesh Kumar Tiwari; Azadeh Amoozegar

Addresses: Faculty of Commerce and Management, SGT University, Gurugram – 122505, India ' JGBS, O.P. Jindal Global University, Haryana-131001 India; International School, Vietnam National University, Hanoi-100000, Vietnam ' FORE School of Management, New Delhi-110016, India ' Jaipuria Institute of Management, Lucknow-226010, India ' Faculty of Education and Liberal Arts, INTI International University, 71800, Malaysia

Abstract: This study maps the intellectual, thematic, and collaborative landscape of environmental, social and governance (ESG) and sustainable finance (SF) research by identifying influential works, core research areas, and emerging trends. Using a mixed-method bibliometric approach combining citation and co-authorship analysis with latent Dirichlet allocation (LDA) topic modelling, 294 peer-reviewed Scopus articles (2012-2025) were analysed through R-Studio and VOSviewer. Six major research themes emerged: social impact and metrics; AI, big data and innovation; business models and sustainability; ESG ratings and reporting; policy, regulation and governance; and sustainable investment and returns. Results reveal rapid growth in ESG-SF research post-2019, peaking in 2024, with notable dominance of European scholarship. The study highlights a shift toward technology- and regulation-driven research and offers valuable insights for scholars, practitioners, and policymakers to inform ESG policies, reporting frameworks, and sustainable investment models fostering global equity and transparency.

Keywords: environmental social and governance; ESG; sustainable finance; bibliometric analysis; sustainability; innovation; thematic mapping.

DOI: 10.1504/IJMFA.2026.154086

International Journal of Managerial and Financial Accounting, 2026 Vol.18 No.7, pp.24 - 49

Received: 15 Jan 2026
Accepted: 23 Apr 2026
Published online: 11 Jun 2026 *

Title: Global research mapping on the convergence of ESG and sustainable finance: a bibliometric and topic modelling approach

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