Modeling the causal relationships of the readiness factors for Industrial Internet of Things adoption using DEMATEL based rough set theory

Sumrit, Detcharat

doi:10.1504/ijmdm.2023.10046258

Cited by 8 publications

(11 citation statements)

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“…It was presented by Fontela and Gabus ( 1976 ); Cheng et al. ( 2012 ); Sumrit and Anuntavoranich ( 2013 ); Wu and Tsai ( 2011 ); Yamazaki et al. ( 1997 ).…”

Section: Q -Rpf-critic-mabac and Q -Rpf-d...mentioning

confidence: 98%

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Integrated multi-criteria group decision-making methods based on q-rung picture fuzzy sets for the identification of occupational hazards

2023

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Practical group decision-making (DM) problems frequently involve challenging circumstances when attempting to assign appropriate values to the data because of the haziness and uncertainty of the surrounding circumstances. In order to address the ambiguity and imprecision that arise in DM issues, q -rung picture fuzzy sets ( q -RPFSs) have a more broader structure. In this research, the criteria importance through intercriteria correlation (CRITIC) and the decision-making trial and evaluation laboratory (DEMATEL) techniques are separately integrated with the multi-attributive border approximation area comparison (MABAC) method. The MABAC method, which measures how far each alternative is from the border approximation area, is very stable and useful for resolving real-world problems. The CRITIC technique calculates the criteria weights by taking into account the relationships between attributes, and the DEMATEL methodology is recognized as the best method for determining how several criteria or factors interact with one another. As a result of these justifications, we made the decision to create the CRITIC-MABAC and DEMATEL-MABAC procedures for q -RPFSs. By using the suggested strategies, the primary goal of this article is to determine the occupational risk that has the greatest impact on the health of a hospital’s medical staff. We begin by employing the CRITIC technique to determine the criteria weights. In addition, we calculate the weights of the criteria using the DEMATEL approach. The offered methodologies are investigated for their applicability to determine the most serious occupational hazard for hospital employees. We conducted a comparison with three earlier studies to verify the accuracy of the tactics that are offered.

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“…It was presented by Fontela and Gabus ( 1976 ); Cheng et al. ( 2012 ); Sumrit and Anuntavoranich ( 2013 ); Wu and Tsai ( 2011 ); Yamazaki et al. ( 1997 ).…”

Section: Q -Rpf-critic-mabac and Q -Rpf-d...mentioning

confidence: 98%

“…Furthermore, researchers and scholars presented and applied the DEMATEL approach under different perspectives which can be seen in Cheng et al. ( 2012 ); Sumrit and Anuntavoranich ( 2013 ); Wu and Tsai ( 2011 ); Yamazaki et al. ( 1997 ).…”

Section: Introductionmentioning

confidence: 99%

Integrated multi-criteria group decision-making methods based on q-rung picture fuzzy sets for the identification of occupational hazards

2023

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“…Step I Article Searching DEMATEL is primarily utilized for comprehending and illustrating the direction and strength of cause-effect relationships, both direct and indirect, among various criteria [55,56]. It enhances the understanding of complex issues and helps identify practical solutions within a hierarchical structure.…”

Section: Ism-analysismentioning

confidence: 99%

Addressing Challenges: Adopting Blockchain in the Pharmaceutical Industry for Enhanced Sustainability

Riedel,

Velamuri

2024

Preprint

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The growing importance of sustainability in organizational success, particularly in the pharma-ceutical industry, underscores the need for leveraging technologies like blockchain to enhance sustainability indicators across environmental, social, and economic pillars. This study aims to identify and understand the challenges hindering the adoption of blockchain in the pharmaceuti-cal sector for improving sustainability performance, addressing two research questions: the spe-cific challenges faced by blockchain adoption in this context and the interdependencies among these challenges. Employing a two-step approach, the study compiles challenges through a litera-ture review, refines them via expert opinions, and establishes their interrelationships using methodologies like Fuzzy Interpretive Structural Modeling (FISM) and Cross-Impact Matrix Multiplication Applied to Classification (MICMAC). The research contributes to unraveling the complex relationships and dependencies within the system, providing a structured framework for improved decision-making and strategic planning. It fills a literature gap by being the first attempt to outline driving and dependent factors related to the challenges of adopting blockchain technology for sustainability enhancement in the pharmaceutical sector, offering insights that can significantly impact brand image, company perception, and consumer value.

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“…Sumrit and Anuntavoranich (2013) apply the procedure of DEMATEL as follow: (1) gathering experts' opinion and calculate the matrix Z: 𝑍 = ∑ 𝑥 ; (2) + . .…”

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confidence: 99%

Adding value to the VRIO framework using DEMATEL

Lacaze,

Ferreira,

Santos

2024

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PurposeStrategic management plays a pivotal role in the growth and success of organizations, significantly impacting their business performance and competitive edge. In today’s globalized markets, strategic management is gaining prominence as a means to enhance company performance and distinctiveness. Within this landscape, the evaluation of organizational effectiveness takes on heightened significance, complemented by the emergence of strategic management frameworks designed to secure enduring competitive advantages for businesses.Design/methodology/approachOne of the best known approaches to organizational resource assessment is the value, rarity, inimitability and organizational-oriented (VRIO) framework. However, this tool comes with inherent limitations that have hindered its advancement, primarily related to the need for less subjective means of identifying and assigning weights to resources and capabilities during the evaluation process. This study, therefore, endeavored to refine the VRIO framework, making it more transparent and empirically robust. To achieve this aim, the framework was combined with the decision-making trial and evaluation laboratory (DEMATEL) method (i.e. a multiple criteria decision analysis (MCDA) method), and a real-life application was conducted.FindingsThe evaluation system created was tested, and the results demonstrate that the dual methodology used can increase the understanding of resource appraisal and lead to more informed and potentially better evaluations of resources and capabilities. The strengths and shortcomings of this new structured evaluation model are also analyzed.Originality/valueThe authors know of no prior work reporting the integrated use of VRIO and DEMATEL in this study context.

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Modeling the causal relationships of the readiness factors for Industrial Internet of Things adoption using DEMATEL based rough set theory

Cited by 8 publications

References 0 publications

Integrated multi-criteria group decision-making methods based on q-rung picture fuzzy sets for the identification of occupational hazards

Integrated multi-criteria group decision-making methods based on q-rung picture fuzzy sets for the identification of occupational hazards

Addressing Challenges: Adopting Blockchain in the Pharmaceutical Industry for Enhanced Sustainability

Adding value to the VRIO framework using DEMATEL

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