Ekopedia: Jurnal Ilmiah Ekonomi
Vol. 2 No. 2 (2026): APRIL-JUNI 2026

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

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



Article Info

Publish Date
09 Apr 2026

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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Journal Info

Abbrev

ekopedia

Publisher

Subject

Economics, Econometrics & Finance

Description

Jurnal Ilmiah Ekonomi yang diterbitkan oleh Lembaga Indo Publishing. berupa hasil-hasil penelitian di bidang Ekonomi Murni, Kependidikan Ekonomi, Manajemen, Bisnis Digital, Kewirausahaan, Akuntansi, Perbankan, Ekonomi Islam dan bidang lainnya yang relevan dengan ekonomi yang belum pernah ...