Bibliometric Analysis of Decision-Making in Crisis Management: Mapping Intellectual Structures and Contextual Gaps in Financial Management with Emphasis on Emerging Markets

Authors

  • Nanda Mawadah Universitas Mulawarman Author
  • Azizah Auliyawati Universitas Mulawarman Author
  • Hendi Hendi Universitas Mulawarman Author
  • Akbar Anas Mangkona Universitas Mulawarman Author
  • Vira Aprilia Universitas Mulawarman Author
  • Chandika Mahendra Widaryo Universitas Mulawarman Author
  • Muhammad Ramadhani Kesuma Universitas Mulawarman Author

DOI:

https://doi.org/10.63822/33y71743

Keywords:

decision-making, crisis management, financial management, bibliometric analysis, behavioral finance, emerging markets, Indonesia

Abstract

This study employs a quantitative bibliometric analysis of 102 Scopus-indexed articles to map the intellectual structure of decision-making in crisis management within the financial management domain. Using VOSviewer for co-authorship, keyword co-occurrence, and text-data analyses, the research reveals reactive publication surges following major financial shocks, fragmented collaboration networks dominated by developed economies, and three thematic clusters reflecting a shift from rational-normative models toward hybrid behavioral-technology frameworks. While technology integration shows promising growth, unresolved contradictions persist between behavioral biases and algorithmic solutions. The findings highlight significant contextual gaps, particularly the under-representation of emerging-market perspectives. Theoretically, the study provides a structured intellectual scaffold that integrates macro-systemic dynamics with micro-level behavioral heterogeneity. Practically, it offers guidance for financial managers in volatile environments, with specific relevance to Indonesia where institutional and cultural factors amplify decision-making challenges. The research underscores the need for context-sensitive hybrid models and stronger South-South collaboration to enhance financial resilience in emerging economies facing recurrent global crises.

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Published

2026-04-09

How to Cite

Mawadah, N., Auliyawati, A., Hendi, H., Mangkona, A. A., Aprilia, V., Widaryo, C. M., & Kesuma , M. R. (2026). Bibliometric Analysis of Decision-Making in Crisis Management: Mapping Intellectual Structures and Contextual Gaps in Financial Management with Emphasis on Emerging Markets. Ekopedia: Jurnal Ilmiah Ekonomi, 2(2), 3448-3463. https://doi.org/10.63822/33y71743