Evolving Risk Management Frameworks for Complex Systems—An Empirically Grounded Systems Thinking Approach

ABSTRACT The increasing complexity of systems is demanding a paradigm shift in risk management frameworks (RMFs). This study adopts a systems thinking approach to conduct an empirically grounded analysis (EGA) of the risk management practices of Flight Test crews operating in a dynamic environment with catastrophic consequences. Extending upon qualitative research that elicited the unique RMF of Flight Test crews, the EGA examines the academic theory underlying why the Flight Test crew approach to applying multiple mitigations to system hazards is effective. Grounded in risk and utility theory, this research then presents a novel RMF that aligns effective risk management tools with the intricacy level (dynamism, determinism and latency) of the underlying system, categorized using a Cynefin ontological framework. This novel RMF accommodates the attributes of complexity exhibited by socio‐technical systems, enabling effective (and therefore efficient) resource allocation when mitigating risk in complex systems. Using the systems thinking approach of the Flight Test crews, this EGA contributes a validated, generalized RMF to support decision‐making in organizations operating complex systems.

Authors

Institutions

Publication Details

Journal
Systems Research and Behavioral Science
Published
2024-12-04
DOI
https://doi.org/10.1002/sres.3118
Citations
2
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
0.98

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evolving Risk Management Frameworks for Complex Systems—An Empirically Grounded Systems Thinking Approach

Nam C. Nguyen, Benjamin Luther, Indra Gunawan
2 citations
Systems Research and Behavioral Science
Complex Systems and Decision Making
0.98
article

Evolving Risk Management Frameworks for Complex Systems—An Empirically Grounded Systems Thinking Approach

Nam C. Nguyen, Benjamin Luther, Indra Gunawan
article en
2 citations

Abstract

ABSTRACT The increasing complexity of systems is demanding a paradigm shift in risk management frameworks (RMFs). This study adopts a systems thinking approach to conduct an empirically grounded analysis (EGA) of the risk management practices of Flight Test crews operating in a dynamic environment with catastrophic consequences. Extending upon qualitative research that elicited the unique RMF of Flight Test crews, the EGA examines the academic theory underlying why the Flight Test crew approach to applying multiple mitigations to system hazards is effective. Grounded in risk and utility theory, this research then presents a novel RMF that aligns effective risk management tools with the intricacy level (dynamism, determinism and latency) of the underlying system, categorized using a Cynefin ontological framework. This novel RMF accommodates the attributes of complexity exhibited by socio‐technical systems, enabling effective (and therefore efficient) resource allocation when mitigating risk in complex systems. Using the systems thinking approach of the Flight Test crews, this EGA contributes a validated, generalized RMF to support decision‐making in organizations operating complex systems.

Systems Research and Behavioral ScienceVol. 42(6)
The University of Adelaide (AU)
Australian Government
Openalex Percentile: Top 20%
Complex Systems and Decision Making
0.98
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.