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The relationship between supply chain performance and organizational culture: a fuzzy grey cognitive maps based decision model

Grant number: 17/23310-6
Support Opportunities:Scholarships in Brazil - Master
Effective date (Start): May 01, 2018
Effective date (End): June 30, 2020
Field of knowledge:Engineering - Production Engineering - Production Management
Acordo de Cooperação: Coordination of Improvement of Higher Education Personnel (CAPES)
Principal Investigator:Luiz Cesar Ribeiro Carpinetti
Grantee:Lucas Gabriel Zanon
Host Institution: Escola de Engenharia de São Carlos (EESC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
Associated scholarship(s):19/12858-6 - Assessing the alignment between supply chain performance management and organizational culture: a fuzzy rule-based classification approach, BE.EP.MS


The comprehension of how the relationship between supply chain performance and organizational culture occurs can help predict scenarios and improve decision-making. However, their dynamics remain unexplored because of the complexity of quantitatively address the interference of subjectivity. The use of artificial intelligence combined with computational processing of human language has the potential to overcome this difficulty and its techniques are rarely applied to this context. Therefore, the general objective of this work is to propose the use of Fuzzy Grey Cognitive Maps (FGCM) to map and quantify the causal relationships between organizational culture and supply chain performance. This application is not found in the literature and can provide new perspectives to approach their interaction. The execution of this project is divided into four stages: bibliographic review; development of the theoretical model of interrelationships between SCOR® performance attributes and Hofstede's Cultural Dimensions; FGCM construction; and the decision model design from a pilot application in a strong link company from the food industry supply chain in the beverage sector. This work is linked to the project "Supplier performance management: study of multicriteria techniques and artificial intelligence techniques for group decision" associated with the National Institute of Information and Decision Systems (INCT - INSID), approved and financed by FAPESP. It aims to expand the research that integrates operations management and decision support techniques by designing a model with field application to, in the long term, contribute to the improve the practices in the companies. (AU)

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Scientific publications (4)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
ZANON, LUCAS GABRIEL; MARCELLONI, FRANCESCO; GEROLAMO, MATEUS CECILIO; RIBEIRO CARPINETTI, LUIZ CESAR. Exploring the relations between supply chain performance and organizational culture: A fuzzy grey group decision model. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, v. 233, . (19/12858-6, 17/23310-6)
ZANON, LUCAS GABRIEL; CARPINETTI, LUIZ CESAR RIBEIRO. Combining grey clustering and fuzzy grey cognitive maps: an approach to group decision-making on cause-and-effect relationships. SOFT COMPUTING, v. 25, n. 24, . (17/23310-6)
BERTASSINI, ANA CAROLINA; ZANON, LUCAS GABRIEL; AZARIAS, JEAN GUILHERME; GEROLAMO, MATEUS CECILIO; OMETTO, ALDO ROBERTO. Circular Business Ecosystem Innovation: A guide for mapping stakeholders, capturing values, and finding new opportunities. SUSTAINABLE PRODUCTION AND CONSUMPTION, v. 27, p. 436-448, . (18/24830-6, 17/23310-6)
ZANON, LUCAS GABRIEL; ULHOA, TULIO FIGARO; ESPOSTO, KLEBER FRANCISCO. Performance measurement and lean maturity: congruence for improvement. PRODUCTION PLANNING & CONTROL, v. 32, n. 9, p. 760-774, . (17/23310-6, 17/04702-0)
Academic Publications
(References retrieved automatically from State of São Paulo Research Institutions)
ZANON, Lucas Gabriel. The relationship between supply chain performance and organizational culture: a fuzzy grey cognitive maps based decision model. 2020. Master's Dissertation - Universidade de São Paulo (USP). Escola de Engenharia de São Carlos (EESC/SBD) São Carlos.

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