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Modeling Enterprise Risk Management Ecosystems Using Text Analytics

  
31 dic 2024
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Figure 1.

Bibliometric Analysis Process
(Source: Author’s own research)
Bibliometric Analysis Process (Source: Author’s own research)

Figure 2.

Proposed Conceptual Framework
(Source: Authors’ own research)
Proposed Conceptual Framework (Source: Authors’ own research)

Figure 3.

Descriptive of ERM by Subject Area
(Source: Author’s own research)
Descriptive of ERM by Subject Area (Source: Author’s own research)

Figure 4a.

ERM Document Types and Source Types
(Source: Author’s own research)
ERM Document Types and Source Types (Source: Author’s own research)

Figure 4b.

ERM Document Types and Source Types
(Source: Author’s own research)
ERM Document Types and Source Types (Source: Author’s own research)

Figure 5.

Numbers of Publication in ERM during 1997-2023
(Source: Author’s own research)
Numbers of Publication in ERM during 1997-2023 (Source: Author’s own research)

Figure 6.

Total Publications and Total Citations
(Source: Author’s own research)
Total Publications and Total Citations (Source: Author’s own research)

Figure 7.

Single Author and Multiple Authors
(Source: Author’s own research)
Single Author and Multiple Authors (Source: Author’s own research)

Figure 8.

Network of Word Clustering
(Source: Author’s own research)
Network of Word Clustering (Source: Author’s own research)

Figure 9.

Thematic Analysis (Source: Author’s own research)
Thematic Analysis (Source: Author’s own research)

Figure 10.

Word Clustering Across Years
(Source: Author’s own research)
Word Clustering Across Years (Source: Author’s own research)

Figure 11.

Three Lines of Defense
(Source: Schuett, 2023)
Three Lines of Defense (Source: Schuett, 2023)

Figure 12.

Three Lines of Defense
(Source: Author’s own research)
Three Lines of Defense (Source: Author’s own research)

High Rank of Citations

Author Article Name Journal Name Brief Objective
Robert E. Hoyt, Andre P. Liebenberg The Value of Enterprise Risk ManagementTotal Citation (402) The Journal of Risk and Insurance (2011) Assessing the value of ERM and its implication
Mark S. Beasley Richard Clune Dana R. Hermanson Enterprise risk management: An empirical analysis of factors associated with the extent of implementation Total Citation (382) Journal of Accounting and Public Policy (2005) Studying the factors associated with the implementation of ERM
Lawrence A. Gordon Martin P. Loeb Chih-Yang Tseng Enterprise risk management and firm performance: A contingency perspective Total Citation (343) Journal of Accounting and Public Policy (2009) Studying the contingency factors, ERM and organizational performance
Marika Arena Michela Arnaboldi Giovanni Azzone The Organizational Dynamics of Enterprise Risk Management Total Citation (244) Accounting, Organizations and Society (2010) Studying the ERM variations in firms
Philip Bromiley Michael McShane Anil Nair Elzotbek Rustambekov Enterprise Risk Management: Review, Critique, and Research Directions Total Citation (242) Long Range Planning (2015) Proposing of critical review ERM gaps

Publication-Related Matric

Publication-Related Matric Information
Time Frame 1997–2023
Total Publication (TPs) 725 Documents
Number of Contributing Authors 1813
Total Citation (TCs) 9568
Number of Citation/Paper 9568/725 = 13.20
Number of Citation/Author 9568/1813 = 5.28
h-index 49
g-index 62

Publication Keyword Clustering

Author's Keyword 1 Author's Keyword 2 Weight
Corporate Governance Enterprise Risk Management 20
Enterprise Risk Management Firm Value 19
Enterprise Risk Management Performance 14
Enterprise Risk Management Malaysia 10
COSO Enterprise Risk Management 9
Enterprise Risk Management Financial Institutions 9
Enterprise Risk Management Organizational Culture 9
Enterprise Risk Management Knowledge Management 9
Enterprise Risk Management Risk Assessment 9