Application of DEMATEL and MMDE for Analyzing Key Influencing Factors Relevant to Selection of Supply Chain Coordination Schemes

2018 ◽  
pp. 1688-1710
Author(s):  
Pradeep Kumar Behera ◽  
Kampan Mukherjee
Keyword(s):  
Decision Making ◽  
Supply Chain ◽  
Influencing Factors ◽  
Structural Model ◽  
Selection Process ◽  
Supply Chain Coordination ◽  
Selection Decision ◽  
The Impact ◽  
Relevant Factors ◽  
Selection Of

Any selection decision of supply chain coordination schemes (SCCS) is essentially affected by the environment where the schemes are to be implemented, the necessary conditions required for their implementation, the risk associated with the implementation, and the impact on the performance of the supply chain. Because of the multi-dimensional characteristics; the selection of appropriate SCCS in a given situation remains a challenging task for supply chain managers. This study explores relevant factors that influence this selection process. A structural model is proposed to capture relationships among these factors for development of Impact Relationship Maps (IRM) by applying Decision Making Trial and Evaluation Laboratory (DEMATEL) and Maximum Mean De-Entropy (MMDE) algorithm. A study has been conducted and the outcome leads to add significant value to the decision making process with knowledge on the roles of the factors and inter-factor relations which helps in taking meaningful decision on SCCS selection and implementation.

Application of DEMATEL and MMDE for Analyzing Key Influencing Factors Relevant to Selection of Supply Chain Coordination Schemes

2015 ◽  
Vol 8 (2) ◽  
pp. 49-69 ◽  
Author(s):  
Pradeep Kumar Behera ◽  
Kampan Mukherjee
Keyword(s):  
Decision Making ◽  
Supply Chain ◽  
Structural Model ◽  
Necessary Conditions ◽  
Selection Process ◽  
Supply Chain Coordination ◽  
Selection Decision ◽  
The Impact ◽  
Relevant Factors ◽  
Selection Of

Any selection decision of supply chain coordination schemes (SCCS) is essentially affected by the environment where the schemes are to be implemented, the necessary conditions required for their implementation, the risk associated with the implementation, and the impact on the performance of the supply chain. Because of the multi-dimensional characteristics; the selection of appropriate SCCS in a given situation remains a challenging task for supply chain managers. This study explores relevant factors that influence this selection process. A structural model is proposed to capture relationships among these factors for development of Impact Relationship Maps (IRM) by applying Decision Making Trial and Evaluation Laboratory (DEMATEL) and Maximum Mean De-Entropy (MMDE) algorithm. A study has been conducted and the outcome leads to add significant value to the decision making process with knowledge on the roles of the factors and inter-factor relations which helps in taking meaningful decision on SCCS selection and implementation.

scholarly journals The Low-Carbon Supply Chain Coordination Problem with Consumers’ Low-Carbon Preference

2020 ◽  
Vol 12 (9) ◽  
pp. 3591 ◽  
Author(s):  
Dan Wu ◽  
Yuxiang Yang
Keyword(s):  
Decision Making ◽  
Supply Chain ◽  
Cost Sharing ◽  
Supply Chain Coordination ◽  
Low Carbon ◽  
Order Quantity ◽  
Coordination Problem ◽  
Emission Abatement ◽  
The Cost ◽  
The Impact

In this paper, we study the supply chain coordination problem between a manufacturer and a retailer regarding consumers’ low-carbon preferences. The retailer considers the market demand to determine the order quantity; the manufacturer chooses how to reduce emissions according to the retailer’s order quantity. We consider four cases, including the non-emission abatement, the emission abatement of decentralized decision-making, the centralized decision-making and the retailer providing a cost-sharing contract. By comparing the four cases, we find that the case of a retailer providing a cost-sharing contract can coordinate the supply chain, achieving a Pareto improvement for the manufacturer and retailer. In addition, we use the Rubinstein bargaining model to determine the cost-sharing ratio. Finally, numerical simulations are given to analyze the impact of the cost-sharing ratio on the equilibrium results, including the profit and the emission abatement level. Furthermore, we investigate the impact of the cost-sharing ratio and consumers’ low-carbon awareness on the profits of the members in the supply chain. We find that the equilibrium results, including the order quantity, the emission abatement level and the profits of the members in the supply chain under contract, are higher than the ones under centralized decision-making. The results show that in the higher low-carbon awareness market, retailers should formulate a reasonable cost-sharing ratio to achieve emission reduction coordination.

Risk calculations in the manufacturing technology selection process

2009 ◽  
Vol 21 (1) ◽  
pp. 28-49 ◽  
Author(s):  
Sami Farooq ◽  
Chris O'Brien
Keyword(s):  
Decision Making ◽  
Supply Chain ◽  
Selection Process ◽  
Evaluation Process ◽  
Manufacturing Technology ◽  
Technology Selection ◽  
Content Type ◽  
Selection Decision ◽  
Selection Framework

PurposeThe purpose of this paper is to present result obtained from a developed technology selection framework and provide a detailed insight into the risk calculations and their implications in manufacturing technology selection process.Design/methodology/approachThe results illustrated in the paper are the outcome of an action research study that was conducted in an aerospace company.FindingsThe paper highlights the role of risk calculations in manufacturing technology selection process by elaborating the contribution of risk associated with manufacturing technology alternatives in the shape of opportunities and threats in different decision‐making environments.Practical implicationsThe research quantifies the risk associated with different available manufacturing technology alternatives. This quantification of risk crystallises the process of technology selection decision making and supports an industrial manager in achieving objective and comprehensive decisions regarding selection of a manufacturing technology.Originality/valueThe paper explains the process of risk calculation in manufacturing technology selection by dividing the decision‐making environment into manufacturing and supply chain environment. The evaluation of a manufacturing technology considering supply chain opportunities and threats provides a broader perspective to the technology evaluation process. The inclusion of supply chain dimension in technology selection process facilitates an organisation to select a manufacturing technology not only according to its own requirements, but also according to the interest of its constituent supply chain.

scholarly journals Study on influence factors for the sustainability of individual safety behavior capability of employees in enterprises based on dematel-ism method

2021 ◽  
Vol 303 ◽  
pp. 01056
Author(s):  
Lu-jie Zhou ◽  
Kai Yu ◽  
Qu Nan-nan
Keyword(s):  
Decision Making ◽  
Influencing Factors ◽  
Structural Model ◽  
Influence Factors ◽  
Structure Model ◽  
Safety Behavior ◽  
Multi Level ◽  
The Impact ◽  
Interpretive Structural Model ◽  
The Relationship

In order to get an accurate understanding of the sustainability of employees’ safety behavior capability, based on the safety behavior influencing factors, 15 influencing factors were identified from the five aspects of safety environment, individual's basic qualities, individual safety quality, individual's behavioral abilities and individual's awareness. Using the decision making trial and evaluation laboratory (DEMATEL) and interpretive structural model (ISM), while studying the relationship between the influencing factors, the paper also analyzes the impact of each index on the sustainability of the individual's safety behavior, finding out the key influencing factors and analyzing the comprehensive influence relations among the factors and constructing a multi-level hierarchical structure model, and finally finding a new way and method to improve the sustainability of the employees’ individual safety behaviors.

scholarly journals A Case Study Analysis on the Impact of a Hybrid Application of the Best Value Approach

2019 ◽  
Vol 11 (1) ◽  
pp. 52-61
Author(s):  
Lars Claassen ◽  
Arjan Roodhorst ◽  
Isaac Kashiwagi
Keyword(s):  
Decision Making ◽  
Performance Metrics ◽  
Selection Process ◽  
Case Study Research ◽  
Case Study Analysis ◽  
Best Value ◽  
Research Findings ◽  
The Impact ◽  
Selection Of

The Best Value Approach (BVA) has been used as a method to procure and manage services. As the BVA is further proliferated, there are applications of the BVA which deviate from the standard approach which are labeled as hybrid processes. This research focuses on better understanding BVA hybrid projects and the implications that may arise with such deviations. Using case study research, the BVA was used to procure services for the construction of ships. The research findings show the impact of hybrid applications of the BVA including (1) the selection of suppliers based on decision making instead of expertise (2) attempts to share and transfer risk, (3) incomplete clarification phase planning by expert suppliers, and (4) incomplete use of the Weekly Risk Report and Director’s report to track project deviation. The resulting hybrid application was found to have increased costs, increased decision making, and created a non-transparent environment. Suggestions have been made to improve upon these areas by applying the BVA structure including a selection process to identify expertise and a project management process which utilizes the supplier’s expertise to create a structure of transparency through performance metrics.

scholarly journals Supply Chain Decisions of Fresh Products for Competitive Suppliers with Traceability Technology

2021 ◽  
Vol 257 ◽  
pp. 02072
Author(s):  
Qi Zheng ◽  
Qian Xiao ◽  
Peiting Zhao
Keyword(s):  
Mathematical Model ◽  
Decision Making ◽  
Supply Chain ◽  
Technology Adoption ◽  
Cost Sharing ◽  
Supply Chain Coordination ◽  
Decentralized Decision Making ◽  
Fresh Products ◽  
The Impact ◽  
The Mathematical Model

This paper focuses on the impact of traceability technology adoption on supply chain coordination. We consider a fresh product supply chain consisting of two suppliers and one retailer with centralized and decentralized decision-making. Considering the factors of the tag cost of traceability technology and the freshness of the product, two scenarios-with and without traceability technology are analyzed. The mathematical model is applied to investigate the impact of applying traceability technology on decision-making and profit of supply chain when two suppliers compete. The results show that: (1) the fresh product supply chain with the traceability technology is more profitable than the case that without the traceability technology; (2) when the tag cost of the traceability technology is within the threshold, the supplier’s profit decreases with the increase of the tag cost, and it is always greater than the corresponding profit when comparing with the case that without adopting the traceability technology; (3) if the tag cost of the traceability technology is too high, the retailer can use cost sharing or bargaining with the supplier to encourage him to implement the technology.

scholarly journals The Impact of Social Media Use on Consumers’ Restaurant Consumption Experiences: A Qualitative Study

2021 ◽  
Vol 13 (12) ◽  
pp. 6581
Author(s):  
Jooyoung Hwang ◽  
Anita Eves ◽  
Jason L. Stienmetz
Keyword(s):  
Decision Making ◽  
Social Media ◽  
Selection Process ◽  
Decision Making Process ◽  
Structured Interviews ◽  
High Standards ◽  
Tourism And Hospitality Industry ◽  
Tourism And Hospitality ◽  
Search For Information ◽  
The Impact

Travellers have high standards and regard restaurants as important travel attributes. In the tourism and hospitality industry, the use of developed tools (e.g., smartphones and location-based tablets) has been popularised as a way for travellers to easily search for information and to book venues. Qualitative research using semi-structured interviews based on the face-to-face approach was adopted for this study to examine how consumers’ restaurant selection processes are performed with the utilisation of social media on smartphones. Then, thematic analysis was adopted. The findings of this research show that the adoption of social media on smartphones is positively related with consumers’ gratification. More specifically, when consumers regard that process, content and social gratification are satisfied, their intention to adopt social media is fulfilled. It is suggested by this study that consumers’ restaurant decision-making process needs to be understood, as each stage of the decision-making process is not independent; all the stages of the restaurant selection process are organically connected and influence one another.

scholarly journals Sistem Pendukung Keputusan Pemilihan Tenaga Kerja Indonesia (TKI) Berdasarkan Kualitas Untuk Menentukan Tempat Kerja Menggunakan Metode Profile Matching (Studi Kasus: PT Adila Prezkifarindo Duta)

2020 ◽  
Vol 1 (2) ◽  
pp. 142
Author(s):  
Dasarius Gulo
Keyword(s):  
Decision Making ◽  
Migrant Workers ◽  
Selection Process ◽  
Matching Method ◽  
Matching Process ◽  
Profile Matching ◽  
Long Time ◽  
Support Decision Making ◽  
Selection Of ◽  
The Ideal

In the process of selecting Indonesian Workers (TKI) based on quality at PT. Adila Prezkifarindo Duta is classified as still manual, where there is not yet a system for selecting quality migrant workers so it requires a long time for its assessment and the selection process is less effective. To support decision making in the selection of qualified Indonesian Workers (TKI) to make it easier by using a decision support system. One method used in the selection of qualified Indonesian Workers is the Profile Matching method. The profile matching method is a decision-making mechanism by assuming that there is an ideal level of predictor variables that must be met by applicants, rather than the minimum level that must be met or passed. In the profile matching process a process will be compared between individual competencies into standard competencies so that different competencies can be identified (also called Gap). The smaller the gap produced, the greater the weight value. In matching this profile, the selected TKI candidates are Indonesian Workers who are closest to the ideal profile of a qualified TKI.

scholarly journals Sistem Pendukung Keputusan Pemilihan Perumahan Dengan Menggunakan Metode Multi Attribute Utility Theory

2021 ◽  
Vol 4 (2) ◽  
Author(s):  
Muhammad L O Mardin ◽  
Achamad Fuad ◽  
Hairil K Sirajuddin
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Utility Theory ◽  
Selection Process ◽  
Housing Prices ◽  
Multi Attribute Utility Theory ◽  
Selection Decision ◽  
The City ◽  
Selection Of

Abstrak: Banyaknya pilihan rumah seringkali membuat calon pembeli merasa ragu atau kesulitan saat harus menentukan langsung rumah yang mana yang akan dibeli, karena pada pemilihan perumahan yang akan dibeli belum ada sistem yang akan membantu dalam memilih perumahan yang dibeli, sehingga pada proses pemilihan masih menggunakan pikiran saja dan belum ada perhitungan pada saat pemilihan perumahan yang akan di beli. Tujuan penelitian ini menghasilkan sebuah sistem pendukung keputusan pemilihan perumahan. Kriteria yang diajukan dalam proses pemilihan perumahan yaitu: Harga perumahan, Jarak dari pusat kota, Jarak dengan pasar terdekat, [1], tipe perumahan, jarak dengan jalan umum, jarak dengan lahar. Dari hasil pemilihan perumahan menggunakan sistem yang telah dibuat. dengan 10 alternatif, dengan tingkat kepentingan masing-masing kriteria yang digunakan yaitu: harga = 5, tipe rumah = 5, jarak dengan pusat kota = 2, jarak dengan pasar terdekat = 2, jarak dengan jalan umum = 4, jarak perumahan dengan lahar = 5, telah diperoleh alternatif yang akan direkomendasikan yaitu perumahan safira residen 70 dengan dengan nilai tertinggi 0,65.Kata kunci: Sistem Pendukung Keputusan, Pemilihan, Perumahan, Multi Attribute Utility TheoryAbstract: A large number of choices of houses often makes prospective buyers feel doubtful or difficult when they have to determine directly which house to buy because, in the selection of housing to be purchased, no system will assist in choosing the housing to be purchased so that in the selection process, you still use your mind. There is no calculation at the time of the selection of housing to be purchased. The purpose of this research is to produce a housing selection decision support system. The criteria proposed in the housing selection process are housing prices, distance from the city, distance to the nearest market, [1], type of housing, distance to public roads, distance to lava. From the results of the election using the system that has been created. With ten alternatives, with their respective interests. The criteria used are: price =5, type of house = 5, distance to city center = 2, distance to the nearest market = 2, distance to public roads = 4 distance from housing to lava = 5, has obtained an alternative that will be recommended, namely the residential sapphire housing 70 with the highest value of 0.65Keywords: Housing, Selection, Decision Support System, Multi-Attribute Utility Theory.

Sign in / Sign up

Export Citation Format

Share Document