Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/160592
Title: A rough-Z-number-based DEMATEL to evaluate the co-creative sustainable value propositions for smart product-service systems
Authors: Zhu, Guoniu
Hu, Jie
Keywords: Engineering::Mechanical engineering
Issue Date: 2021
Source: Zhu, G. & Hu, J. (2021). A rough-Z-number-based DEMATEL to evaluate the co-creative sustainable value propositions for smart product-service systems. International Journal of Intelligent Systems, 36(8), 3645-3679. https://dx.doi.org/10.1002/int.22431
Journal: International Journal of Intelligent Systems
Abstract: Smart product-service systems (Smart PSS) are receiving increasing attention due to their potentials to satisfy customer needs and create sustainability to meet hybrid concerns. As a value co-creation business paradigm, various sustainable value propositions (SVPs) and their assessments come from stakeholders' subjective judgments, which values are imprecise, vague, and even inconsistent. The reliability of these values also varies with the confidence and cognitive bias of the respective stakeholder. How to evaluate these co-creative SVPs to ensure an objective and reliable result under such uncertain environments becomes a critical issue. To fill this gap, this paper proposes a rough-Z-number extended multi-criteria group decision-making framework integrating the rough-Z-number, DEMATEL (decision making trial and evaluation laboratory), and group decision-making strategy to evaluate the co-creative SVPs for Smart PSS. A novel rough-Z-number is presented to deal with the uncertainty and reliability representation of the stakeholder's individual assessment as well as the aggregation and subjectivity manipulation of these risk assessments from different stakeholders. A rough-Z-number extended DEMATEL is then proposed to determine the risk prioritization of the co-creative SVPs. Experimental results and comparative studies demonstrate the superiority of the proposed rough-Z-number-based DEMATEL in handling the uncertainty and reliability characterization as well as the subjectivity manipulation during the evaluation of the co-creative SVPs.
URI: https://hdl.handle.net/10356/160592
ISSN: 0884-8173
DOI: 10.1002/int.22431
Schools: School of Mechanical and Aerospace Engineering 
Rights: © 2021 Wiley Periodicals LLC. All rights reserved.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:MAE Journal Articles

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