본문 바로가기
KERD
논문KCI 등재

공급사슬 리스크 연구 동향과 이슈: 키워드 네트워크 분석

Research Trends and Issues in Supply Chain Risk Management: A Keyword Network Analysis

김대수|정의범|송응석|박명섭
한국생산관리학회 (The Korean Production And Operations Management Society)|2018.11|한국생산관리학회지 (Journal of the Korean Production and Operations Management Society)|제29권 제4호|pp. 377-395|DOI 10.21131/kopoms.29.4.201811.377

0

조회

0

다운로드

18

인용

0

참고문헌

키워드

연구 동향키워드 네트워크 분석문헌조사Research trendsLiterature review공급사슬 리스크 관리Supply chain risk managementKeyword network analysis
주제분류경영학

초록

오늘날 기업에서 공급사슬 리스크 관리(Supply Chain Risk Management)는 세계경제의 저성장, 정치사회의 불안, 환경과 규제의 문제로 인해 비즈니스 생태계의 불확실성이 증가되고 기술의 발전 및 산업의 글로벌화로 인해 경쟁우위를 확보하고 지속가능한 성장을 하는데 있어 매우 중요한 사안으로 부각되고 있다. 이에 최근 들어 수요, 공급, 정보 및 운영을 포함한 다양한 유형의 공급사슬 리스크에 대한 연구가 더욱 활발하게 진행되고 있다. 따라서 본 연구는 대표적 학술 데이터베이스인 Scopus와 Thompson Reuters의 최근 5년 평균 Impact Factor를 이용하여 2000-2017년간 경영 분야의 9개의 국제저명학술지에서 총 1,429편의 연구문헌을 추출한 후, 네트워크 분석 툴인 NetMiner를 사용하여 키워드 네트워크 분석(Keyword Network Analysis)을 실시하였다. 구체적으로 체계적인 문헌조사 분석을 위하여 전체 키워드 네트워크의 컴포넌트 분석과 구조 분석을 통하여 공급사슬 리스크 연구의 키워드 네트워크를 구성하고 네트워크의 구조적 특성을 파악하였다. 또한 연결, 매개, 근접 중심성 분석을 통하여 주요 이슈를 분석하였고, 클러스터링 분석을 통하여 그룹별 세부 연구주제들을 파악하였다. 나아가 선호 연결 분석을 통하여 향후 연구 동향을 살펴보았다. 본 연구는 보다 총체적인 키워드 네트워크 분석 기법을 사용하여 주요 이슈와 동향을 파악했다는 점에서 그 학문적, 실무적 의의가 있다고 하겠다.

Abstract

Given the increasing uncertainties in the business ecosystem arising from low global economic growth, political and social turmoil, and environmental and regulatory concerns, along with technological advances and industrial globalization, supply chain risk management has become imperative for firms today to achieve competitive advantage and sustainable growth. In recent years, extensive research has been conducted on the management of various supply chain risks, including those related to demand, supply, information, and operations. Using NetMiner, a network analysis tool, this study performed a keyword network analysis of 1,429 articles published during 2000–2017, from nine premier overseas business journals included in the Scopus database and selected based on the recent five-year average impact factor from Thomson Reuters. Specifically, for a systematic literature review, we conducted component and structure analyses to construct a keyword network and identify its structural characteristics. Additionally, we performed degree, betweenness, and closeness centrality analyses to discover major issues, and clustering analysis to extract detailed research topics by groups. Moreover, we carried out preferential attachment analysis to explore future research trends. The academic and practical significance of this study lies in revealing major research issues and trends in supply chain risk management through a more holistic keyword network analysis.

참고문헌 (66)

  1. 고재창, "키워드 네트워크 분석을 통해 살펴본 기술경영의 최근 연구동향", 지능정보연구, 19(2), pp.101~123 (2013), 한국지능정보시스템학회
  2. 박철순, "공급네트워크 구조와 재고 비용 성과의 관계", 한국생산관리학회지, 28(1), pp.17~46 (2017), 한국생산관리학회[DOI]
  3. 유승호, "삼단계 공급망에서 이차 협력업체의 품질 향상을 위한 보상 방안", 한국생산관리학회지, 27(1), pp.69~86 (2016), 한국생산관리학회[DOI]
  4. 이덕희, "공급사슬 중단을 고려한 공급자-소매상의 최적 재고분배 정책에 관한 연구", 한국생산관리학회지, 27(4), pp.407~425 (2016), 한국생산관리학회[DOI]
  5. 이수상, "네트워크 분석 방법론" (2014), 논형
  6. Albert, R., "Statistical Mechanics of Complex Networks", Reviews of Modern Physics, 74, pp.47~ (2002)
  7. Balakrishnan, J., "Multiperiod Planning and Uncertainty Issues in Cellular Manufacturing : A Review and Future Directions", European Journal of Operational Research, 177, pp.281~309 (2007)
  8. Baruah P., "Optimal Soft-order Revisions under Demand and Supply Uncertainty and Upstream Information", International Journal of Production Economics, 182, pp.14~25 (2016)
  9. Ben-Tal, A., "Robust Optimization for Emergency Logistics Planning : Risk Mitigation in Humanitarian Relief Supply Chains", Transportation Research Part B: Methodological, 45, pp.1177~1189 (2011)
  10. Cai, J., "Coordinating VMI Supply Chain under Yield Uncertainty : Option Contract, Subsidy Contract, and Replenishment Tactic", International Journal of Production Economics, 185, pp.196~210 (2017)
  11. Chaturvedi, A., "Safety Stock, Excess Capacity or Diversification : Trade‐Offs under Supply and Demand Uncertainty", Production and Operations Management, 25(1), pp.77~95 (2016)
  12. Chen H. -Y. S., "Production-Distribution Network Design of a Global Supply Chain Alliance from the Key Player's Perspective", International Journal of Production Research, 45, pp.245~265 (2007)
  13. Chen J., "A Periodicreview Inventory System with a Capacitated Backup Supplier for Mitigating Supply Disruptions", European Journal of Operational Research, 219, pp.312~323 (2012)
  14. Choi, J. H., "Analysis of Keyword Networks in MIS Research and Implications for Predicting Knowledge Evolution", Information & Management, 48, pp.371~373 (2011)
  15. Christopher, M., "Mitigating Supply Chain Risk through Improved Confidence", International Journal of Physical Distribution & Logistics Management, 34, pp.388~396 (2004)
  16. Colicchia, C., "Supply Chain Risk Management : A New Methodology for a Systematic Literature Review", Supply Chain Management: An International Journal, 17, pp.403~418 (2012)
  17. Das, K., "A Hierarchical Process Industry Production-Distribution Planning Model", International Journal of Production Economics, 117, pp.402~419 (2009)
  18. Demirag O. C., "Customer Rebates and Retailer Incentives in the Presence of Competition and Price Discrimination", European Journal of Operational Research, 215, pp.268~280 (2011)
  19. De Reyck B., "Project Options Valuation with Net Present Value and Decision Tree Analysis", European Journal of Operational Research, 184, pp.341~355 (2008)
  20. Ellis, S. C., "Buyer Perceptions of Supply Disruption Risk : A Behavioral View and Empirical Assessment", Journal of Operations Management, 28, pp.34~46 (2010)
  21. Enns, S. T., "MRP Performance Effects due to Forecast Bias and Demand uncertainty", European Journal of Operational Research, 138, pp.87~102 (2002)
  22. Fahimnia, B., "Green Supply Chain Management : A Review and Bibliometric Analysis", International Journal of Production Economics, 162, pp.101~114 (2015)
  23. Ferrer J. -C., "Risk Averse Retail Pricing with Robust Demand Forecasting", International Journal of Production Economics, 136, pp.151~160 (2012)
  24. Garvey M. D., "An Analytical Framework for Supply Network Risk Propagation : A Bayesian Network Approach", European Journal of Operational Research, 243, pp.618~627 (2015)
  25. Giannoccaro I., "A Fuzzy Echelon Approach for Inventory Management in Supply Chains", European Journal of Operational Research, 149, pp.185~196 (2003)
  26. Giri, B. C., "Managing Inventory with Two Suppliers under Yield Uncertainty and Risk Aversion", International Journal of Production Economics, 133, pp.80~85 (2011)
  27. Ho, W., "Supply Chain Risk Management : Literature Review", International Journal of Production Research, 53, pp.5031~5069 (2015)
  28. Huang Z., "Co-Op Advertising Models in Manufacturer-Retailer Supply Chains : A Game Theory Approach", European Journal of Operational Research, 135, pp.527~544 (2001)
  29. ISM, "CPSM® Study Guide", ~ (2014)
  30. ISO, "ISO Guide 73, 용어정의 1.1", ~ (2009)
  31. Ivanov D., "Integration of Aggregate Distribution and Dynamic Transportation Planning in a Supply Chain with Capacity Disruptions and the Ripple Effect Consideration", International Journal of Production Research, 53, pp.6963~6979 (2014)
  32. Keren, B., "A Benchmark Solution for the Risk-averse Newsvendor Problem", European Journal of Operational Research, 174, pp.1643~1650 (2006)
  33. Klibi, W., "The Design of Robust Value-creating Supply Chain Networks : A Critical Review", European Journal of Operational Research, 283, pp.283~293 (2010)
  34. Krishnan H., "Coordinating Contracts for Decentralized Supply Chains with Retailer Promotional Effort", Management Science, 50, pp.48~63 (2004)
  35. Kristianto Y., "Building the"Triple R"in Global Manufacturing", International Journal of Production Economics, 183, pp.607~619 (2017)
  36. La Londe, B., "Fiddling while Rome Burns", Supply Chain Management Review, 9(7), pp.6~7 (2005)
  37. Li, D., "A General Multitiered Supply Chain Network Model of Quality Competition With Suppliers", International Journal of Production Economics, 170, pp.336~356 (2015)
  38. Li, R., "A Bayesian Inventory Model Using Real-Time Condition Monitoring Information", Production and Operations Management, 20, pp.754~771 (2011)
  39. Liu, Z., "Fuzzy Adaptive Quantized Control for a Class of Stochastic Nonlinear Uncertain Systems", IEEE Transactions on Cybernetics, 46(2), pp.524~534 (2016)
  40. Matsumoto, K., "Impact of Climate Model Uncertainties on Socioeconomics : A Case Study with a Medium Mitigation Scenario", Computers and Operations Research, 66, pp.374~383 (2016)
  41. Mantel S. P., "A Behavioral Study of Supply Manager Decision-Making : Factors Influencing Make versus Buy Evaluation", Journal of Operations Management, 24, pp.822~838 (2006)
  42. Mukhopadhyay S. K., "Return Policy in Product Reuse Under Uncertainty", International Journal of Production Research, 49, pp.5317~5332 (2011)
  43. Nagurney A., "Supply Chain Networks, Electronic Commerce, and Supply Side and Demand Side Risk", European Journal of Operational Research, 164, pp.120~142 (2005)
  44. Pettit, T. J., "Ensuring Supply Chain Resilience : Development and Implementation of an Assessment Tool", Journal of Business Logistics, 34, pp.46~76 (2013)
  45. Puranam K., "Managing Blood Inventory with Multiple Independent Sources of Supply", European Journal of Operational Research, 259, pp.500~511 (2017)
  46. Qin, F., "Role of Random Risk and the Retailer in Decentralized Supply Chains with Competing Suppliers", Decision Sciences, 45, pp.255~279 (2014)
  47. Rao, S., "Supply Chain Risks : A Review and Typology", The International Journal of Logistics Management, 20, pp.97~123 (2009)
  48. Sawik, T., "Optimization of Cost and Service level in the Presence of Supply Chain Disruption Risks: Single vs. Multiple Sourcing", Computers and Operations Research, 51, pp.11~20 (2014)
  49. Schönlein M., "Measurement and Optimization of Robust Stability of Multiclass Queueing Networks : Applications in Dynamic Supply Chains", European Journal of Operational Research, 229, pp.179~189 (2013)
  50. Shi C. V., "Inventory Competition for Newsvendors Under the Objective of Profit Satisficing", European Journal of Operational Research, 215, pp.367~373 (2011)
  51. Shukla A., "Optimizing Efficiency-Robustness Trade-Offs in Supply Chain Design Under Uncertainty Due to Disruptions", International Journal of Physical Distribution and Logistics Management, 41, pp.623~647 (2011)
  52. Sodhi, M. S., "Researchers' Perspectives on Supply Chain Risk Management", Production and Operations Management, 21, pp.1~13 (2012)
  53. Spekman, R. E., "Risky Business : Expanding the Discussion on Risk and the Extended Enterprise", International Journal of Physical Distribution & Logistics Management, 34, pp.414~433 (2004)
  54. Tang, C. S., "Perspectives in Supply Chain Risk Management", International Journal of Production Economics, 103, pp.451~488 (2006)
  55. Tang, C. S., "Robust Strategies for Mitigating Supply Chain Disruptions", International Journal of Logistics Research and Applications, 9, pp.33~45 (2006)
  56. Tang, O., "Identifying Risk Issues and Research Advancements in Supply Chain Risk Management", International Journal of Production Economics, 133, pp.25~34 (2011)
  57. Trkman, P., "Supply Chain Risk in Turbulent Environments – A Conceptual Model for Managing Supply Chain Network Risk", International Journal of Production Economics, 119, pp.247~258 (2009)
  58. Wagner, S. M., "An Empirical Investigation into Supply Chain Vulnerability", Journal of Purchasing & Supply Management, 12, pp.301~312 (2006)
  59. Wakita, K., "Finding Community Structure in Mega-scale Social Networks", Proceedings of the 16th International Conference on World Wide Web, pp.1275~1276 (2007)
  60. Wu, M., "A Risk-averse Competitive Newsvendor Problem under the CVaR Criterion", International Journal of Production Economics, 156, pp.13~23 (2014)
  61. Xanthopoulos, A., "Optimal Newsvendor Policies for Dual-Sourcing Supply Chains : A Disruption Risk Management Framework", Computers and Operations Research, 39, pp.350~357 (2012)
  62. Yang L., "Optimal Production Strategy Under Demand Fluctuations : Technology versus Capacity", European Journal of Operational Research, 214, pp.393~402 (2011)
  63. Yao, J., "Modeling and Computing Two-Settlement Oligopolistic Equilibrium in a Congested Electricity Network", Operations Research, 56, pp.34~47 (2008)
  64. Yeo, W. M., "Optimal Inventory Policy with Supply Uncertainty and Demand Cancellation", European Journal of Operational Research, 211, pp.26~34 (2011)
  65. Zhang G., "Collaborative Production Planning of Supply Chain Under Price and Demand Uncertainty", European Journal of Operational Research, 215, pp.590~603 (2011)
  66. Zsidisin, G. A., "Managerial Perceptions of Supply Risk", Journal of Supply Chain Management, 39, pp.14~26 (2003)

관련 논문AI추천

텍스트 마이닝을 활용한 공급사슬 리스크관리의 논제 분석고현정한국디지털무역연구소 · 디지털무역리뷰2021 · 제19권 제3호친환경 공급사슬 관련 국내 연구에 대한 네트워크 텍스트 분석나진성한국로지스틱스학회 · 로지스틱스연구2016 · 제24권 제1호소셜 및 베이지안 네트워크 관점의 공급망 리스크 분석김대수, 정의범한국생산관리학회 · 한국생산관리학회지2023 · 제34권 제1호헬스케어 공급망 리스크 주요 이슈 분석: 뉴스기사를 중심으로이돈희, 정의범, 정희범한국생산관리학회 · 한국생산관리학회지2024 · 제35권 제3호네트워크 분석과 메타 분석을 통한 공급사슬통합 연구유승호, 정의범한국생산관리학회 · 한국생산관리학회지2020 · 제31권 제1호공급사슬망에서의 리스크 분류체계 연구김은수, 송병준, 이종연한국정보처리학회 · 정보처리학회논문지D2012 · 제19권 제3호

이 간행물의 다른 논문 (4건)

DEA모형을 활용한 국내 해운항공기업의 정태적․동태적 효율성 분석김재윤, 이수현pp. 397-417협동조합의 협력적 공급사슬 구축 방식- 아이쿱 생활협동조합의 사례박상선, 이준겸, 김다솜pp. 419-438제휴 포트폴리오의 유대 강도 집중도가 지식 전파에 미치는 영향박철순pp. 439-462기후변화가 비즈니스에 미치는 위험, 기회 인식 차이가 탄소경영활동과 성과에 미치는 영향: 탄소정보공개(CDP)를 이용한 탐색적 연구이우균, 강가경, 이수열pp. 463-494
원문 보기