Mapping the Research Themes of Financial Education Using Structural Topic Modelling: A Machine Learning Perspective (81920)
Session Chair: Sanjeev Kumar
Sunday, 16 June 2024 13:20
Session: Session 3
Room: Salle 203
Presentation Type:Oral Presentation
Financial literacy is essential in business, economics, and finance as it empowers individuals and organisations with the knowledge and skills needed for sound financial decision-making. It enables effective risk management, investment maximisation, and economic growth through responsible financial practices. Despite significant research growth in financial literacy over the past two decades, there exists a gap in comprehensive reviews of its primary themes. Our study addresses this gap by utilising a blend of bibliometric analysis and a machine learning technique (structural topic modelling) on a dataset of 1303 articles from Elsevier's Scopus database (2002-2022). It primarily focuses on financial literacy, highlighting key themes, publication trends, and notable journals. The outcomes of structural topic modelling unravel five distinct thematic clusters: i) Financial literacy and financial planning, ii) Financial literacy and financial education, iii) Financial literacy and technology, and iv) Financial literacy and financial behaviour. "Journal of Financial Counselling and Planning" is a prominent source, contributing 92 articles (7.1% of the total). Future studies on financial literacy should explore the evolving requirements of people and communities, encompassing an understanding of digital platforms and blockchain technologies, enabling them to make well-informed financial choices. These results provide valuable insights into the ever-changing landscape and emerging research trends in financial literacy. They hold significant relevance for diverse audiences, including scholars, policymakers, financial institutions, and professionals.
Authors:
Sanjeev Kumar, O.P. Jindal Global University, India
Hanna Olasiuk, O.P. Jindal Global University, India
About the Presenter(s)
Dr Sanjeev Kumar is a University Associate Professor/Senior Lecturer at Jindal Global Business School, O.P. Jindal Global University in India
See this presentation on the full schedule – Sunday Schedule
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