• 제목/요약/키워드: DEMATEL Method

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Fuzzy DEMATEL 방법을 활용한 건설산업 노동생산성 영향요인 구조분석 (Structural Analysis of Labor Productivity Influence Factors in Construction Industry Using Fuzzy DEMATEL Method)

  • 이찬우;조훈희
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.353-354
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    • 2023
  • Improving productivity in industries is a very critical issue, and improving labor productivity is especially important in construction industry, which is a labor-intensive industry. However, researches on labor productivity in construction industry are insufficient, and most of previous studies have limitations in terms of specificity and logic. In this study, fuzzy DEMATEL method was used to structural analyze of influence factors for labor productivity in construction industry based on previous researches and expert survey. The result of this study contributes to deriving priorities for improving labor productivity.

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DEMATEL 및 내용분석기법을 활용한 농촌마을종합개발사업 문제점 및 개선방안의 정량적 분석 (Quantitative Analysis for Problems and Improvement Directions of the Comprehensive Rural Village Development Projects using DEMATEL and Contents Analysis)

  • 배승종
    • 농촌계획
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    • 제16권3호
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    • pp.173-184
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    • 2010
  • The objectives of this study are to quantitatively analyze problems and improvement directions of the comprehensive rural village development projects through DEMATEL and contents analysis. Contents analysis was conducted for 15 existing researches and 28 problems were deducted at the stage of the comprehensive rural village development projects. The Decision Making Trial and Evaluation Laboratory(DEMATEL), a mathematical computation method, was utilized as an objective method to handle the inner dependences within a set of problems. The results of this research are summarized as follows. First, insufficient education and publicity of project was the most considerable cause problem. Second, lack of participation, will, and ability of residents was the most considerable effect problem. Finally, several improvements of the comprehensive rural village development projects were deducted by cause and effect relationship of problems.

DEMATEL과 ANP를 이용한 해외구매 무기체계의 평가지표 개발 (Development of Evaluation Index for Foreign Weapon System Purchase using DEMATEL and ANP)

  • 조현기;김우제
    • 한국경영과학회지
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    • 제37권2호
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    • pp.73-88
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    • 2012
  • Even though the final source selection of foreign weapon system purchase project in defense area is the most important phase, the standard evaluation index has not been developed. This paper provides an appropriate evaluation index using DEMATEL and ANP methods. First, the all possible evaluation criteria applied to the relevant previous literatures in domestic and overseas researches are derived and classified into groups. Second, DEMATEL method is used to determine the network structure representing the relations of cause and effect between groups and their sub-criteria. If isolated factors, not connected with other factors, are existed in the network structure, all factors except for the isolated ones are grouped as one large factor so that the independency between those ones is maintained. The weights of criteria are determined using AHP method if the criteria are independent relation and ANP method if the criteria are networked. The weights of higher and lower level criteria are then integrated and distributed as a point with respect to the decision making purpose. The developed evaluation index can be used as a standard one in various foreign weapon system purchase projects in defense area.

DEMATEL 기법을 적용한 건설재해 영향요인 구조 분석 (An Analysis of the Causal Relations of Factors Influencing Construction Accidents Using DEMATEL Method)

  • 김동욱;정윤호;홍민기;장현승
    • 한국건설관리학회논문집
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    • 제21권1호
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    • pp.87-98
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    • 2020
  • 2017년 기준 우리나라 산업재해자의 28.5%, 산업재해 사망자의 29.6%를 건설업이 차지하고 있어 국내 산업재해율 저감을 위해서는 건설업에 대한 우선적 재해 저감 방안 모색이 필요하다. 따라서 본 연구는 건설재해 영향요인을 대상으로 DEMATEL 분석을 수행하여 이에 기반한 건설재해 저감을 위한 개선방향을 제시하였다. 분석 결과, 4M 요인 중에서는 관리적요인, 4M 세부요인 별로는, 작업자의 개인특성, 기계·설비의 자체결함과 미흡한 기계·설비의 점검 및 정비, 미흡한 안전관리 계획, 부적절한 작업지시가 가장 근본적이고 중심적인 요인인 것으로 분석되었다. 본 연구는 DEMATEL 분석을 통해 건설재해 개선방향 수립을 위한 기초자료로 활용이 가능할 것으로 판단된다.

Fuzzy DEMATEL 방법을 활용한 토공사 생산성 영향요인 구조분석 (Structural Analysis of Earthwork Productivity Influence Factors Using Fuzzy DEMATEL Method)

  • 이찬우;김현민;김형준;조훈희
    • 한국건축시공학회지
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    • 제23권6호
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    • pp.751-760
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    • 2023
  • 토공사 프로젝트에서 생산성 향상은 공기와 비용에 직접적인 영향을 미치는 중요한 키워드이다. 그러나 토공사의 생산성에 대한 기존 연구는 정성적인 데이터와 방법에 의존하는 경우가 많아 중요성에 비해 미흡한 실정이다. 본 연구에서는 fuzzy DEMATEL 방법을 적용하여 토공사의 생산성에 영향을 미치는 요인에 대한 구조분석을 수행하였다. 본 연구의 결과는 토공사 생산성 향상을 위한 우선 개선사항 도출에 기여할 것으로 판단된다.

DEMATEL기법을 활용한 도농교류 비활성화 요인 구조화 분석 (Structural analysis of Deactivation Factors behind Urban-Rural Exchange using DEMATEL method)

  • 김수진;배승종;김대식
    • 농촌계획
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    • 제28권1호
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    • pp.89-98
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    • 2022
  • This study was attempted to analyze the causal relationship on the factors influencing the inactivation of urban-rural exchanges. 33 previous studies related to urban-rural exchange in Korea were investigated, and 27 factors were derived in 4 sectors (resources and facilities, contents and programs, human resources and management, legal system and support) by deriving, rearranging, and classifying various influencing factors suggested in previous studies. Based on the derived influencing factors, an expert survey was conducted, and the causal relationship between factors was structured through the DEMATEL method. As a result of the analysis, 'human resources and management' was the factors with the highest prominence and 'legal system and support' was analyzed as factors with a very strong dispatcher character, and other factors were analyzed as having a receiver character. This study is meaningful in that it provided basic information for establishing related policies by structurally analyzing and presenting the necessary influencing factors when implementing an efficient urban-rural exchange project despite several limitations.

Key Success Factors of Blockchain Platform for Micro-enterprises

  • YANG, Mei-Hsiang;LEE, Tzong-Ru;CHANG, Tin-Chang
    • The Journal of Asian Finance, Economics and Business
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    • 제6권3호
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    • pp.283-293
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    • 2019
  • The purposes of the study are threefold: (1) develop key successful factors of blockchain platform for micro-enterprises based on Balanced Scorecard (BSC), (2) find out the correlation between the key successful factors of blockchain platform for micro-enterprises, and (3) understand the perception of micro-enterprise blockchain and the difference between theoretical guidance and practical application. This study combines Interpretative Structural Modeling Method, (ISM) and Decision-Making Trial and Evaluation Laboratory (DEMATEL) to analyze the causal relationships and hierarchical structures of the 12 key successful factors of blockchain platform for micro-enterprises and understand the correlation between factors. The 12 key successful factors developed based on the four perspectives of the Balanced Scorecard, and the questionnaire designs based on the concept of DEMATEL, and then analyzed data by DEMATEL and ISM methods to understand the correlation between key factors. The research results show that the key successful factors of blockchain platform for micro-enterprises include "brand equity", "security and anti-counterfeiting", "sales growth", "transparency and clear", "trust", "consensus mechanism", "traceability", "consistency", "tracking", "innovation management", "international", "organizational adaptation", in which consumer "trust" plays an important role. Micro-enterprises can use blockchain to expand the market, provide customers with better service quality, and bring sales growth to micro-enterprises.

Modelling the factors affecting Quality of Life among Indian police officers: a novel ISM and DEMATEL approach

  • Vineet Jain;Hanif Qureshi
    • Safety and Health at Work
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    • 제13권4호
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    • pp.456-468
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    • 2022
  • Background: This study examines quality of life (QOL) of a sample of police officers in India. The concept of QOL includes well-being, social obligations, relationships of a person, and his association with environment. The study examines the factors on which QOL of police officers depend and their relationships with each other. The issues linked with QOL are important because they directly affect the individual's ability to maintain a healthy lifestyle and affect organizational performance in the long run. This study explores relevant factors that have an impact on the QOL of the employees of police department in India. Method: In this paper, literatures review, ISM, MICMAC, and DEMATEL methodology have established eleven factors that impact the QOL of police officers in India. Mutual relations between factors have been established using the ISM approach to develop a model to represent these relationships. DEMATEL methodologies were used to analyze these factors. Results: Results indicate that "fair compensation, work overload, workplace safety, and job stress" are the top-level factors that affect QOL of police officers. Conclusion: The identification of factors and their mutual relationships that affect QOL are important for police officers and have to be dealt with according to their order of importance. The research model developed in this study shows how the factors of police officers' QOL are interrelated and presents the interrelationships among these factors. A comprehensive model depicting the relationships among these factors has been established, so that the QOL of police officers can be improved.

Exploring the Usage of the DEMATEL Method to Analyze the Causal Relations Between the Factors Facilitating Organizational Learning and Knowledge Creation in the Ministry of Education

  • Park, Sun Hyung;Kim, Il Soo;Lim, Seong Bum
    • International Journal of Contents
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    • 제12권4호
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    • pp.31-44
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    • 2016
  • Knowledge creation and management are regarded as critical success factors for an organization's survival in the knowledge era. As a process of knowledge acquisition and sharing, organizational learning mechanisms (OLMs) guide the learning function of organizations represented by its different learning activities. We examined a variety of learning processes that constitute OLMs. In this study, we aimed to capture the process and framework of OLMs and knowledge sharing and acquisition. Factors facilitating OLMs were investigated at three levels: individual, group, and organizational. The concept of an OLM has received some attention in the field of organizational learning, however, the relationship among the factors generating OLMs has not been empirically tested. As part of the ongoing discussion, we attempted a systemic approach for OLMs. OLMs can be represented by factors that are inherent to the organization's system; therefore, prior to empirically testing the OLM generating factor(s), evaluation of its organizational integration is required to determine effective treatment of each factor. Thus, we developed a framework to manage knowledge and proposed a method to numerically evaluate factors influencing the OLMs. Specifically, composite importance (CI) of the Decision-Making Trial and Evaluation Laboratory (DEMATEL) method was applied to explore the interaction effect of these factors based on systemic approach. The augmented matrix thus generated is expected to serve as a stochastic matrix of an absorbing Markov chain.