TY - JOUR
T1 - Dynamism in complex engineering
T2 - explaining uncertainty growth through uncertainty masking
AU - Kreye, Melanie E.
AU - Cash, Philip J.
AU - Parraguez Ruiz, Pedro
AU - Maier, Anja
N1 - © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
PY - 2022/8/1
Y1 - 2022/8/1
N2 - The development of uncertainty over the progression of a project (i.e., dynamism) is a central issue in engineering management; however, it has been little explored. In this article, we answer the question of how uncertainty develops over the course of complex engineering. We present a case of a renewable energy power plant where we performed content analysis on over 54 000 e-mails. The findings reveal a new mechanism affecting the uncertainty development. We call this mechanism 'uncertainty masking' and define it as the process through which a 'root uncertainty' is misidentified by the project team, resulting in the creation and management of a 'symptomatic uncertainty.' The root and symptomatic uncertainty types compound over time and hamper uncertainty resolution, leading to growth in the level of uncertainty during later project stages. We describe the impact of uncertainty masking on the u-shape level of uncertainty in the case project. This article contributes to the engineering-management literature by explaining the observations of uncertainty growth, which existing theory is unable to explain. We, thus, significantly advance uncertainty theory in engineering management.
AB - The development of uncertainty over the progression of a project (i.e., dynamism) is a central issue in engineering management; however, it has been little explored. In this article, we answer the question of how uncertainty develops over the course of complex engineering. We present a case of a renewable energy power plant where we performed content analysis on over 54 000 e-mails. The findings reveal a new mechanism affecting the uncertainty development. We call this mechanism 'uncertainty masking' and define it as the process through which a 'root uncertainty' is misidentified by the project team, resulting in the creation and management of a 'symptomatic uncertainty.' The root and symptomatic uncertainty types compound over time and hamper uncertainty resolution, leading to growth in the level of uncertainty during later project stages. We describe the impact of uncertainty masking on the u-shape level of uncertainty in the case project. This article contributes to the engineering-management literature by explaining the observations of uncertainty growth, which existing theory is unable to explain. We, thus, significantly advance uncertainty theory in engineering management.
KW - power generation
KW - complexity theory
KW - task analysis
U2 - 10.1109/TEM.2019.2937570
DO - 10.1109/TEM.2019.2937570
M3 - Article
SN - 0018-9391
VL - 69
SP - 1552
EP - 1564
JO - IEEE Transactions on Engineering Management
JF - IEEE Transactions on Engineering Management
IS - 4
ER -