Mapping the Literature on Short-Selling in Financial Markets: A Lexicometric Analysis

Nitika Sharma, Sridhar Manohar, Bruce A. Huhmann, Yam B. Limbu

Research output: Contribution to journalArticlepeer-review

Abstract

This study provides a comprehensive assessment and synthesis of the literature on short-selling. It performs a lexicometric analysis, providing a quantitative review of 1093 peer-reviewed journal articles to identify and illustrate the main themes in short-selling research. Almost half the published literature on short-selling is thematically clustered around portfolio management techniques. Other key themes involve short-selling as it relates to risk management, strategic management, and market irregularities. Descending hierarchical classification examines the overall structure of the textual corpus of the short-selling literature and the relationships between its key terms. Similarity analysis reveals that the short-selling literature is highly concentrated, with most conceptual groups closely aligned and fitting into overlapping or conceptually similar areas. Some notable groups highlight prior short-selling studies of market dynamics, behavioral factors, technological advancements, and regulatory frameworks, which can serve as a foundation for market regulators to make more informed decisions that enhance overall market stability. Additionally, this study proposes a conceptual framework in which short-selling can be either a driver or an outcome by integrating the literature on its antecedents, consequences, explanatory variables, and boundary conditions. Finally, it suggests directions for future research.

Original languageEnglish
Article number135
JournalInternational Journal of Financial Studies
Volume13
Issue number3
DOIs
StatePublished - Sep 2025

Keywords

  • conceptual framework
  • financial markets
  • investment decisions
  • lexicometric analysis
  • market inefficiency
  • market irregularities
  • portfolio protection
  • risk reduction
  • short-selling

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