Dealing With Tensions in Increasingly Digitalized and Intelligent Complex Systems

This paper explores how organizations deal with the many entangled tensions involved in the engineering and management of increasingly digitalized and intelligent complex systems. By applying a quantum perspective on tensions, and an understanding of tensions based on their salience, a framework is developed for observing, acting and reacting on a large set of entangled tensions, as a continuum of tensions. The well-documented case of Boeing 737 MAX is used to explore the extensive set of entangled tensions involved in the development of complex systems and possibilities to act on these tensions. The analysis shows that an actionability perspective on the dialectic tensions potentially offers a deep insight into the challenges that organizations are facing when engineering complex systems. Two major aspects emerge as crucial for addressing complex systems: 1) Actionable salience as the ability of an organization to identify and select important tensions in several perspectives, and 2) Actionable resolution as the ability to address and resolve a set of salient, often complex, and entangled tensions that have been identified. Opportunities for further research are identified in relation to management of increasingly digitalized complex systems and the emergence of complex intelligent systems.

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Publication Details

Journal
IEEE Transactions on Engineering Management
Published
2025-01-01
DOI
https://doi.org/10.1109/tem.2025.3558076
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
0.00
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article

Dealing With Tensions in Increasingly Digitalized and Intelligent Complex Systems

Gunnar Holmberg, Nicolette Lakemond
IEEE Transactions on Engineering Management
Complex Systems and Decision Making
article

Dealing With Tensions in Increasingly Digitalized and Intelligent Complex Systems

Gunnar Holmberg, Nicolette Lakemond
article en

Abstract

This paper explores how organizations deal with the many entangled tensions involved in the engineering and management of increasingly digitalized and intelligent complex systems. By applying a quantum perspective on tensions, and an understanding of tensions based on their salience, a framework is developed for observing, acting and reacting on a large set of entangled tensions, as a continuum of tensions. The well-documented case of Boeing 737 MAX is used to explore the extensive set of entangled tensions involved in the development of complex systems and possibilities to act on these tensions. The analysis shows that an actionability perspective on the dialectic tensions potentially offers a deep insight into the challenges that organizations are facing when engineering complex systems. Two major aspects emerge as crucial for addressing complex systems: 1) Actionable salience as the ability of an organization to identify and select important tensions in several perspectives, and 2) Actionable resolution as the ability to address and resolve a set of salient, often complex, and entangled tensions that have been identified. Opportunities for further research are identified in relation to management of increasingly digitalized complex systems and the emergence of complex intelligent systems.

IEEE Transactions on Engineering ManagementVol. 72
Linköping University (SE)
Openalex Percentile: Top 92%
Complex Systems and Decision Making
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Dealing With Tensions in Increasingly Digitalized and Intelligent Complex Systems — Gunnar Holmberg, Nicolette Lakemond · IEEE Transactions on Engineering Management (2025) | TGRS Research Map | TGRS