TY - GEN
T1 - Towards the development of a decision-making framework
T2 - 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications, FICTA 2023
AU - Kila, Akinola
AU - Hart, Penny
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023/11/21
Y1 - 2023/11/21
N2 - Technical organizations with complex engineering activities possess strong methods for conceptualizing, designing and managing complex engineered systems. This type of organization could involve critical resources, and the project could be time critical. Technical managers often rely on their intuitions to make critical decisions in this domain. If this intuition is not mindfully managed, it can result in a single-point failure of the project. To address this, the author proposes the use of an organizational decision-making framework (D’MHAS model) which conceptualizes decision-making as a perceived human activity system. The framework adopts a systems perspective in combination with the concept of requisite variety to guide intuition-led decisions in technical organizations. D’MHAS is made up of concrete systems (processes, behaviours, structures and meaning) and conceptual systems (concepts and ideas) which are in continuous flux through time; it incorporates the idea of requisite variety to allow for effective management of the system. The framework allows for thinking, reflection and learning while taking action. In this paper, Vickers’s idea of appreciation and an appreciative system is revisited as the theoretical basis for the development of D’MHAS model. The discussion of the operational factors of the model and how it was validated are presented. The domain of the Nigerian Space Agency (NASRDA) was used as an example to validate the model.
AB - Technical organizations with complex engineering activities possess strong methods for conceptualizing, designing and managing complex engineered systems. This type of organization could involve critical resources, and the project could be time critical. Technical managers often rely on their intuitions to make critical decisions in this domain. If this intuition is not mindfully managed, it can result in a single-point failure of the project. To address this, the author proposes the use of an organizational decision-making framework (D’MHAS model) which conceptualizes decision-making as a perceived human activity system. The framework adopts a systems perspective in combination with the concept of requisite variety to guide intuition-led decisions in technical organizations. D’MHAS is made up of concrete systems (processes, behaviours, structures and meaning) and conceptual systems (concepts and ideas) which are in continuous flux through time; it incorporates the idea of requisite variety to allow for effective management of the system. The framework allows for thinking, reflection and learning while taking action. In this paper, Vickers’s idea of appreciation and an appreciative system is revisited as the theoretical basis for the development of D’MHAS model. The discussion of the operational factors of the model and how it was validated are presented. The domain of the Nigerian Space Agency (NASRDA) was used as an example to validate the model.
KW - appreciation
KW - critical decisions
KW - human activity systems
UR - http://www.scopus.com/inward/record.url?scp=85177883997&partnerID=8YFLogxK
U2 - 10.1007/978-981-99-6702-5_1
DO - 10.1007/978-981-99-6702-5_1
M3 - Conference contribution
AN - SCOPUS:85177883997
SN - 9789819967018
T3 - Smart Innovation, Systems and Technologies
SP - 1
EP - 20
BT - Evolution in Computational Intelligence - Proceedings of the 11th International Conference on Frontiers of Intelligent Computing
A2 - Bhateja, Vikrant
A2 - Yang, Xin-She
A2 - Ferreira, Marta Campos
A2 - Sengar, Sandeep Singh
A2 - Travieso-Gonzalez, Carlos M.
PB - Springer
Y2 - 11 April 2023 through 12 April 2023
ER -