A decade of cybersecurity research in internal auditing: bibliometric mapping and future research agenda

Abstract The evolution of scientific research on cybersecurity within internal auditing remains an area of ongoing exploration. This study addresses this gap by mapping the progression of scholarly work in this domain through a bibliometric analysis of 3988 Scopus-indexed peer-reviewed articles published between 2014 and 2024. These works, authored by scholars across 25 countries, reveal trends in productivity among authors, institutions, journals, and nations. Using keyword co-occurrence analysis, the study uncovers citation patterns and thematic structures within the field. Findings indicate a significant rise in cybersecurity-focused internal auditing research, with expectations of continued growth. The analysis also highlights a "homophily effect" among leading authors, reflecting shared research interests, and a "Matthew effect," where a small cohort of researchers dominates collaborative networks. Based on the identified themes and trending topics, the current research provides input to the academic community, offering insights for future research directions and proposing a roadmap in both cybersecurity and internal auditing.

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Publication Details

Journal
Discover Sustainability
Published
2025-10-13
DOI
https://doi.org/10.1007/s43621-025-02031-w
Citations
6
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
13.70

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article

A decade of cybersecurity research in internal auditing: bibliometric mapping and future research agenda

Samah Tarek Ahmed Hafez, Hana Tharwat, Ahmed Hassanein, Ibrahim Elsayed Elgohary
6 citations
Discover Sustainability
Big Data and Business Intelligence
13.70
article

A decade of cybersecurity research in internal auditing: bibliometric mapping and future research agenda

Samah Tarek Ahmed Hafez, Hana Tharwat, Ahmed Hassanein, Ibrahim Elsayed Elgohary
article en
6 citations

Abstract

Abstract The evolution of scientific research on cybersecurity within internal auditing remains an area of ongoing exploration. This study addresses this gap by mapping the progression of scholarly work in this domain through a bibliometric analysis of 3988 Scopus-indexed peer-reviewed articles published between 2014 and 2024. These works, authored by scholars across 25 countries, reveal trends in productivity among authors, institutions, journals, and nations. Using keyword co-occurrence analysis, the study uncovers citation patterns and thematic structures within the field. Findings indicate a significant rise in cybersecurity-focused internal auditing research, with expectations of continued growth. The analysis also highlights a "homophily effect" among leading authors, reflecting shared research interests, and a "Matthew effect," where a small cohort of researchers dominates collaborative networks. Based on the identified themes and trending topics, the current research provides input to the academic community, offering insights for future research directions and proposing a roadmap in both cybersecurity and internal auditing.

Discover SustainabilityVol. 6(1)
Mansoura University (EG), Gulf University for Science & Technology (KW)
Mansoura University
Openalex Percentile: Top 1%
Big Data and Business Intelligence
13.70
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