• 제목/요약/키워드: Supply chain

검색결과 2,049건 처리시간 0.034초

Using Support Vector Machine Method to Improve Company Performance Management

  • Yuanhao LI;Xin LI;Han XIA
    • Asian Journal of Business Environment
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    • 제13권4호
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    • pp.1-6
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    • 2023
  • Purpose: To explore the application prospect of support vector machine (SVM) in supply chain management and its practical application in supply chain performance evaluation practice. Research design, data and methodology: This paper establishes the performance evaluation index system of supply chain management according to the balanced scorecard (BSC) theory, and establishes the SVM model of supply chain management performance evaluation based on the SVM principle. Results: The performance evaluation results of the supply chain of an electric power equipment Co., Ltd. in Harbin established by using the model are consistent with the actual situation, which indicates the nature and accuracy of the possible reflection of the established supply chain performance evaluation model. Conclusions: The results show that SVM model can be used to evaluate enterprise supply chain management performance indicators, and can improve enterprise supply chain management performance, thus demonstrating the effectiveness of the model.

소매점 공급사슬에서 소매점주도와 공급자주도 재고정책에 대한 비교 연구 (A Comparison Study on Retailer-managed and Vendor-managed Inventory Policies in the Retail Supply Chain)

  • 홍성철;박양병
    • 대한산업공학회지
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    • 제32권4호
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    • pp.382-392
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    • 2006
  • Vendor-managed inventory policy(VMIP) is a supply-chain initiative where the supplier is authorized to manage inventories of items at retail locations. In VMIP, the supplier monitors sales and stock information at retail locations and makes decisions of inventory replenishment and transportation simultaneously. VMIP has been known as an effective supply chain strategy that can realize many of benefits obtainable only in a fully integrated supply chain. However, VMIP does not always lead to lower the supply chain cost. It sometimes generates the total supply chain cost higher than the traditional retailer-managed inventory policy (RMIP). In this paper, we perform a comparison study on RMIP and VMIP in the retail supply chain which consists of a single supplier and a number of retailers. We formulate mixed integer programming models for both RMIP and VMIP with vehicle routing problems and perform computational experiments on various test problems. Furthermore, we derive the conditions which guarantee the dominant position for VMIP with respect to total supply chain cost in the simple retail supply chain.

복합적응시스템으로서 공급사슬네트워크의 환경, 전략, 그리고 성과에 관한 연구: 적응성의 개념화 및 조합적 경쟁역량의 매개적 역할을 중심으로 (Competitive Environment, Strategy, and Performance in the Supply Chain Network as Complex Adaptive System; Conceptualization for Adaptability and Mediating Role for Combinative Capability)

  • 이정호;류춘호
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2007년도 추계학술대회 및 정기총회
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    • pp.67-89
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    • 2007
  • This study addresses manufacturers' ability to influence their supply chain network in order to adapt to their competitive environment. From the perspective of a manufacture, the supply chain comprises a network of suppliers and customers, and is theoretically viewed as a complex adaptive system. This study considers the following questions: (1) How can adaptability of supply chain network be operationally defined? (2) How does adaptability of supply chain network lead to combinative capabilities? (3) What is the influence of adaptability of supply chain network on business performance? Drawing on literature streams in supply chain management, operations strategy, organizational change and learning, and complexity theory, this study develops and tests the constructs and operational measures of adaptability of supply chain network and model the nomological set of relationships among constructs that form the basis of our theory. This study then develops and tests a model describing the outcomes of adaptability of supply chain network and its influence on combinative capability and business performance. Empirical results of this study show that adaptability supply chain network directly and positively affects combinative capability. Further, this study finds that adaptability of supply chain network does not impact business performance directly, but rather is mediated through combinative capability, which provides the requisite variety for firms to survive and thrive in dynamic environments.

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Green Supply Chain Integration and Technology Innovation Performance in SMEs: A Case Study in Indonesia

  • EFFENDI, Mohamad Irhas;WIDJANARKO, Hendro;SUGANDINI, Dyah
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.909-916
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    • 2021
  • The purpose of the research to analyze SMEs' technological innovation performance in the Special Region of Yogyakarta based on green supply chains. This study's technology innovation performance is influenced by environmental management practices, green supply chain integration, and supply chain knowledge-sharing. This research is important because many SMEs are underdeveloped in terms of technology innovation performance. Technology innovation performance shows that innovation has a multi-dimensional ecological performance in organizations. Therefore, SMEs' sustainable supply chain could be achieved by managing operations, support, and information by focusing on environmental and social issues to maximize the entire chain. This study used primary data. The number of respondents in this study was 200 SMEs that have implemented green supply chain management practices. The data collection method used was a questionnaire. The data analysis technique tool used is a two-step approach to SEM-AMOS. The results of this study indicate that SMEs are willing to implement a green supply chain to increase their performance. The technological innovation performance model of this study is acceptable. The findings of this research suggest that companies must be encouraged to maintain and increase the implementation of green supply chain integration and better supply chain knowledge-sharing with improved technological innovation performance enhancements.

Evaluating the Performance of Revenue Sharing Contract in Three Stage Supply Chain System

  • Chungsuk RYU
    • 유통과학연구
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    • 제22권1호
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    • pp.95-103
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    • 2024
  • Purpose: Focusing on the complex supply chain operations beyond the simple dyadic relationship, this study evaluates the performance of the revenue sharing contract in three stage supply chain system. Research design, data, and methodology: The optimization model is developed to describe the supply chain system where one manufacturer, one wholesaler, and one retailer exist and pursue the maximum level of their own profits. In the numerical examples of the proposed supply chain model, two types of the revenue sharing contract, pairwise and spanning methods, are tested and their performances are compared with the traditional system. Results: The numerical analysis reveals that both types of the revenue sharing contract outperform the traditional system. All supply chain members can achieve the improved profits only when they determine the proper combination of revenue share ratios and price discount rates. Conclusions: This study finds out that both pairwise and spanning revenue sharing contracts can make the positive outcome that is acceptable to all members in three stage supply chain system. When the proper contract content is agreed among the supply chain members, the revenue sharing contract has the potential to be the practically feasible collaboration program for the multiple stage supply chain system.

원자재 수출입 기업의 전략적 공급사슬지향성과 공급사슬 성과의 관계에서 혁신활동과 정보공유 활동의 매개역할 (The mediating effect of innovation and information sharing, in the relationship between the strategic supply chain and the supply chain performance of the raw material export-import firm)

  • 조연성
    • 통상정보연구
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    • 제17권1호
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    • pp.193-214
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    • 2015
  • 본 연구는 국제통상 환경에서 원자재 수출입 기업의 전략적 공급사슬지향성과 공급사슬 성과의 관계에서 혁신활동과 정보공유 활동의 매개효과를 분석하려는 목적으로 진행하였다. 455개 응답 표본을 대상으로 매개효과를 포함한 7개의 가설을 구조방정식 모형으로 실증분석 하였다. 분석 결과 전략적 공급사슬지향성은 공급사슬 혁신활동에 긍정적 영향을 주었으나 정보공유 활동에는 영향을 주지 못하였다. 공급사슬 혁신활동은 정보공유 활동과 공급사슬 운영성과에 모두 긍정적 영향을 주었다. 정보공유 활동은 또한 공급사슬 운영성과에 긍정적 영향을 주었다. 매개효과 검정에서는 공급사슬 혁신활동이 전략적 공급사슬 지향성과 정보공유 활동 사이에서 완전매개 효과를 정보공유 활동은 공급사슬 혁신활동과 공급사슬 운영성과 사이에서 유의한 부분매개 효과를 보여주었다.

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공급사슬 지속가능성 제고를 위한 선행요인들과 공급사슬 역량에 대한 연구 (A Study on Antecedence Factors and Supply Chain Capability for Improving Supply Chain Sustainability)

  • 박찬권;박성민;김채복
    • 중소기업연구
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    • 제40권1호
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    • pp.25-52
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    • 2018
  • 본 연구는 공급사슬 지속가능성 선행요인, 공급사슬 역량, 공급사슬 지속가능성 간의 구조적 관계를 규명하는 것으로 공급사슬 지속가능성 선행 요인과 공급사슬 역량 간의 관계, 공급사슬 역량과 공급사슬 지속가능성 간의 관계를 규명하고, 기업규모에 따른 지속가능성 선행요인, 역량, 지속가능성 간의 차이를 규명하는 것이다. 이를 위하여 각 연구가설을 수립하고 검정한 결과는 다음과 같다. 먼저 환경규제준수, NGO 대응활동, CSR 활동, 거래공정성은 제조 민첩성, 환경경영, 사회적 자본에 대부분 정(+)의 유의한 영향을 미치는 것으로 검정되었으며, 제조민첩성, 환경경영, 사회적 자본 역시 경제적·환경적·사회적 지속가능성에 대부분 정(+)의 유의한 영향을 미치는 것으로 검정되었다. 그리고 기업규모에 따라 공급사슬 지속가능성 선행요인, 역량, 지속가능성에 차이가 있는 것으로 검정되었다. 연구결과에 따른 시사점을 정리하면 공급사슬 지속가능성 선행요인들로 선정한 환경 규제 준수, NGO 대응활동, CSR 활동, 거래공정성 요인들은 지속가능성의 달성을 위한 공급사슬 역량에 기본적인 선행요인들로서 역할을 수행한다는 것을 확인하였다. 제조 민첩성, 환경경영, 사회적 자본의 형성은 경제적·환경적·사회적 지속가능성의 수준을 제고할 수 있다는 것을 확인하였다. 따라서 공급사슬 지속가능성 선행요인들의 제고는 공급사슬 역량의 제고로 이어질 수 있고, 나아가 공급사슬 지속가능성까지 제고할 수 있다는 것을 규명하였다. 그리고 대기업과 비교 시 중소기업의 공급사슬 지속가능성 선행요인, 역량, 지속가능성의 수준을 더욱 제고하는 것 요구된다.

FTA 환경에서 ODM-OEM Hybrid 형태의 섬유류생산시스템의 공급망 분석 (Analysis of Textile Supply Chain Network with ODM-OEM Hybrid Production System in FTA Environment)

  • 변태상;오지수;정봉주
    • 경영과학
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    • 제30권1호
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    • pp.25-41
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    • 2013
  • This paper presents a supply chain framework with the ODM (Original Design Manufacturing)-OEM (Original Equipment Manufacturing) hybrid production of textile industry in FTA (Free Trade Agreements) environments between Korea and other countries. The proposed supply chain framework with ODM-OEM hybrid production is a unique supply chain that has both domestic production with non-tariff advantages in FTA environment and oversea production with low labor costs. To investigate the validity of the proposed supply chain, we first construct its strategic profit model and supply chain planning and then show that each member of supply chain network-yarn manufacturer, fabric manufacturer, and apparel manufacturer-can maximize their own profits without conflicts among the members. The efficiency of the ODM-OEM hybrid production system is analytically verified in comparison with the general OEM and ODM production model using profit models. Comprehensive numerical examples are provided to illustrate the advantages of the proposed system.

공급망 ESG 관리에서 예상되는 분쟁 중재에 관한 연구 - 포스코와 네이버 사례를 중심으로 - (A Study on Expected Dispute Arbitration in Supply Chain ESG Management: Focusing on the cases of POSCO and NAVER)

  • 이건우;이정은;이훈종
    • 한국중재학회지:중재연구
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    • 제34권1호
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    • pp.75-101
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    • 2024
  • "ESG management" guides companies to prioritize corporate social responsibility and sustainable development as key management objectives, going beyond mere financial performance pursuits. This approach involves creating a sustainable and robust supply chain by urging companies, acting as 'supply chain managers', to implement ESG management practices alongside their 'supply chain partners'. The domestic business community has been quick to respond to this trend, recognizing that failure to adhere to ESG standards set by organizations such as the EU and SEC could lead to severe repercussions, including exclusion from international trade and reputational damage. POSCO and NAVER, two leading Korean companies, are at the forefront of practicing ESG management effectively. They have both produced and publicly disclosed ESG management reports, showcasing their success in enhancing supply chain ESG management. However, as supply chain managers enforce ESG-related obligations on their suppliers, the likelihood of disputes between the parties may increase. In scenarios where supply chain ESG management leads to conflicts between supply chain managers and suppliers, commercial arbitration emerges as a viable solution for dispute resolution. This method offers several advantages, including the arbitrators' expertise, time and cost efficiency, the binding nature of decisions akin to a court's final judgment, international recognition under the New York Convention, confidentiality, and ample opportunity for parties to be heard. Our analysis focuses on the emerging disputes between supply chain managers and suppliers within the context of supply chain ESG management, particularly examining the cases of POSCO and NAVER. By categorizing the expected types of disputes and assessing the appropriateness of commercial arbitration for their resolution, we highlight the effectiveness of this approach. Furthermore, we propose leveraging the Korean Commercial Arbitration Board's role to enhance the use of arbitration in resolving supply chain ESG disputes, underscoring its potential as a strategic tool for maintaining sustainable and harmonious supply chain relationships.

국제물류에서 해운물류기업의 공급사슬성과 결정요인 (A Determinant Factors on Supply Chain Performance of Shipping and Logistics Firm in International Logistics)

  • 윤광운;배희성
    • 무역상무연구
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    • 제30권
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    • pp.3-26
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    • 2006
  • Supply chain is viewed as a number of organizations(at least three) working cooperatively with at least some shared objectives. The concept of supply chain management represents the most advanced state in the evolutionary development of purchasing, procurement and other supply chain activities. This study aims to analyze and develop a measurement instrument for supply chain performance in international logistics. A measurement instrument for supply chain performance in international logistics are developed by Lai et al(2002). Supply chain reliability, customer service and cost are constructed reflecting service effectiveness and operations efficiency between shipper, forwarder and liner. The results of this study are as follow. We firstly tested the measurement properties of the sub-dimension of the supply chain performance construct using reliability test and confirmatory factor analysis follow by exploratory factor analysis. For each of the factor, reliability and validity are achieved because of the significant loading of the measurement items on their latent factors. Further research perform the analysis of variance by multi respondents within each firm and across partner firms in the supply chain. The result of analysis present the difference with shipper, forwarder and liner in statistics.

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