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@Select Types{,
Journal = "Band-1",
Title= "Knowledge Risks in Digital Supply Chains: A Literature Review",
Author= "Johannes Paul Zeiringer and Stefan Thalmann",
Doi= "https://doi.org/10.30844/wi_2020_d1-zeiringer",
Abstract= "The digital transformation changes the way how organizations exchange data in supply chains. Data traditionally shared, is enriched by detailed data sets captured by sensors in the production itself. In addition to the promised benefits, also new risks arise. Advanced data analytic approaches make it possible to extract knowledge from such data sets and thus increase the risk that competitive knowledge unintentionally spills over. From a knowledge management perspective, little attention is paid to such knowledge risks arising from data-centric collaborations. Hence, this paper has the goal to investigate knowledge risks in data-centric collaborations by conducting a structured literature review. Thereby, we focus on digital supply chains, as data-centric collaborations play a central role within them. Based on our review, we identify four characteristics of digital supply chains relevant for managing knowledge risks. Based on these characteristics, we present causes, risks and countermeasures from an organizational, technical and legal perspective.",
Keywords= "Knowledge Protection, Digital Supply Chain, Knowledge Risks, Data-centric Collaboration",
}
Johannes Paul Zeiringer and Stefan Thalmann: Knowledge Risks in Digital Supply Chains: A Literature Review. Online: https://doi.org/10.30844/wi_2020_d1-zeiringer (Abgerufen 26.12.24)
Open Access
Abstract
Abstract
The digital transformation changes the way how organizations exchange data in supply chains. Data traditionally shared, is enriched by detailed data sets captured by sensors in the production itself. In addition to the promised benefits, also new risks arise. Advanced data analytic approaches make it possible to extract knowledge from such data sets and thus increase the risk that competitive knowledge unintentionally spills over. From a knowledge management perspective, little attention is paid to such knowledge risks arising from data-centric collaborations. Hence, this paper has the goal to investigate knowledge risks in data-centric collaborations by conducting a structured literature review. Thereby, we focus on digital supply chains, as data-centric collaborations play a central role within them. Based on our review, we identify four characteristics of digital supply chains relevant for managing knowledge risks. Based on these characteristics, we present causes, risks and countermeasures from an organizational, technical and legal perspective.
Keywords
Schlüsselwörter
Knowledge Protection, Digital Supply Chain, Knowledge Risks, Data-centric Collaboration
References
Referenzen
1. Loebbecke, C., van Fenema, P.C., Powell, P.: Managing inter-organizational knowledge sharing. The Journal of Strategic Information Systems 25, 4–14 (2016)
2. Zacharia, Z., Plasch, M., Mohan, U., Gerschberger, M.: The emerging role of coopetition within inter-firm relationships. Int Jrnl Logistics Management 30, 414–437 (2019)
3. Ilvonen, I., Thalmann, S., Manhart, M., Sillaber, C.: Reconciling digital transformation and knowledge protection: a research agenda. Knowledge Management Research & Practice 16, 235–244 (2018)
4. North, K., Carvalho, A. de, Braccini, A., Durst, S., Carvalho, J., Gräslund, K., Thalmann, S.: Information and knowledge risks in supply chain interactions of SMEs. Proceedings of the 10th International Conference on Practical Knowledge Management, Potsdam, Germany. Lecture notes on Informatics. (2019)
5. Kagermann, H.: Change Through Digitization—Value Creation in the Age of Industry 4.0. In: Albach, H., Meffert, H., Pinkwart, A., Reichwald, R. (eds.) Management of Permanent Change, pp. 23–45. Springer Fachmedien Wiesbaden, Wiesbaden (2015)
6. Schniederjans, D.G., Curado, C., Khalajhedayati, M.: Supply chain digitisation trends: An integration of knowledge management. International Journal of Production Economics, 107439 (2019)
7. Vial, G.: Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems 28, 118–144 (2019)
8. Rene Kaiser, Stefan Thalmann, Viktoria Pammer-Schindler and Angela Fessl: Collaborating in a Research and Development Project: Knowledge Protection Practices applied in a Co-opetitive Setting. ”, Proceedings of the 10th International Conference on Practical Knowledge Management, Potsdam, Germany. Lecture notes on Informatics. (2019)
9. Webster, J., Watson, R.: Analyzing the Past to Prepare for the Future: Writing a Literature Review. MIS Quarterly 26 (2002)
10. Min, S., Zacharia, Z.G., Smith, C.D.: Defining Supply Chain Management: In the Past, Present, and Future. J Bus Logist 40, 44–55 (2019)
11. Spanaki, K., Gürgüç, Z., Adams, R., Mulligan, C.: Data supply chain (DSC): research synthesis and future directions. International Journal of Production Research 56, 4447– 4466 (2018)
12. Ivanov, D., Dolgui, A., Sokolov, B.: The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics. International Journal of Production Research 57, 829–846 (2019)
13. Kazantsev, N., Pishchulov, G., Mehandjiev, N., Sampaio, P., Zolkiewski, J.: Formation of Demand-Driven Collaborations between Suppliers in Industry 4.0 Production Networks. 20th International Working Seminar on Production Economics (2018)
14. Malte Brettel, Niklas Friederichsen, Michael Keller, Marius Rosenberg: How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective
15. Chen, Y., Lee, G.M., Shu, L., Crespi, N.: Industrial Internet of Things-Based Collaborative Sensing Intelligence: Framework and Research Challenges. Sensors (Basel, Switzerland) 16, 215 (2016)
16. Bhargava, B., Ranchal, R., Ben Othmane, L.: Secure information sharing in digital supply chains. In: Kalra, B.M. (ed.) 2013 3rd IEEE International Advance Computing Conference (IACC). 22 – 23 Feb. 2013, Ghaziabad, India, pp. 1636–1640. IEEE, Piscataway, NJ (2013)
17. Arnold, V., Benford, T., Hampton, C., Sutton, S.G.: Competing pressures of risk and absorptive capacity potential on commitment and information sharing in global supply chains. European Journal of Information Systems 19, 134–152 (2010)
18. Vyatkin, V.: Software Engineering in Industrial Automation: State-of-the-Art Review. IEEE Trans. Ind. Inf. 9, 1234–1249 (2013)
19. Tran, T.H., Dobrovnik, M., Kummer, S.: Supply chain risk assessment: a content analysisbased literature review. IJLSM 31, 562 (2018)
20. Ho, W., Zheng, T., Yildiz, H., Talluri, S.: Supply chain risk management: a literature review. International Journal of Production Research 53, 5031–5069 (2015)
21. Fan, Y., Stevenson, M.: A review of supply chain risk management: definition, theory, and research agenda. Int Jnl Phys Dist & Log Manage 48, 205–230 (2018)
22. Ogulin, R., Selen, W., Ashayeri, J.: Determinants of informal coordination in networked supply chains. Journal of Ent Info Management 25, 328–348 (2012)
23. Lavastre, O., Gunasekaran, A., Spalanzani, A.: Supply chain risk management in French companies. Decision Support Systems 52, 828–838 (2012)
24. Colicchia, C., Creazza, A., Menachof, D.A.: Managing cyber and information risks in supply chains: insights from an exploratory analysis. Supp Chain Mnagmnt 24, 215–240 (2019)
25. Trkman, P., Desouza, K.C.: Knowledge risks in organizational networks: An exploratory framework. The Journal of Strategic Information Systems 21, 1–17 (2012)
26. Jarvenpaa, S.L., Majchrzak, A.: Interactive Self-Regulatory Theory for Sharing and Protecting in Interorganizational Collaborations. AMR 41, 9–27 (2016)
27. Bloodgood, J.M., Salisbury, W.D.: Understanding the influence of organizational change strategies on information technology and knowledge management strategies. Decision Support Systems 31, 55–69 (2001)
28. Manhart, M., Thalmann, S.: Protecting organizational knowledge: a structured literature review. J of Knowledge Management 19, 190–211 (2015)
29. Durst, S., Zieba, M.: Mapping knowledge risks: towards a better understanding of knowledge management. Knowledge Management Research & Practice 17, 1–13 (2019)
30. Mayring, P.: Einführung in die qualitative Sozialforschung. Eine Anleitung zu qualitativem Denken. Beltz Verlag, Weinheim, Basel (2002)
31. Wiengarten, F., Humphreys, P., Gimenez, C., McIvor, R.: Risk, risk management practices, and the success of supply chain integration. International Journal of Production Economics 171, 361–370 (2016)
32. Esmaeilian, B., Behdad, S., Wang, B.: The evolution and future of manufacturing: A review. Journal of Manufacturing Systems 39, 79–100 (2016)
33. Soares, M.N., Kauffman, M.E.: Industry 4.0: Horizontal Integration and Intellectual Property Law Strategies In England. OJ 16, 268 (2018)
34. Colicchia, C., Creazza, A., Noè, C., Strozzi, F.: Information sharing in supply chains: a review of risks and opportunities using the systematic literature network analysis (SLNA). Supp Chain Mnagmnt 24, 5–21 (2019)
35. Ulhaq, I., Kuruvilla, K.T., Nkhoma, M., Vu, H.H., Tuyet, N.T.: INFORMATION SECURITY RISKS IN SUPPLY CHAIN MANAGEMENT. IJISE 4, 58–68 (2016)
36. Huong Tran, T.T., Childerhouse, P., Deakins, E.: Supply chain information sharing: challenges and risk mitigation strategies. Jnl of Manu Tech Mnagmnt 27, 1102–1126 (2016)
37. Alawamleh, M., Popplewell, K.: Risk in collaborative networks: relationships analysis. IJSOM 12, 431 (2012)
38. Aloini, D., Dulmin, R., Mininno, V., Ponticelli, S.: Supply chain management: a review of implementation risks in the construction industry. Business Process Mgmt Journal 18, 735–761 (2012)
39. Manzouri: A MODEL FOR SECURING SHARING INFORMATION ACROSS THE SUPPLY CHAIN. American Journal of Applied Sciences 10, 253–258 (2013)
40. Lotfi, Z., Mukhtar, M., Sahran, S., Zadeh, A.T.: Information Sharing in Supply Chain Management. Procedia Technology 11, 298–304 (2013)
41. Zeng, Y., Wang, L., Deng, X., Cao, X., Khundker, N.: Secure collaboration in global design and supply chain environment: Problem analysis and literature review. Computers in Industry 63, 545–556 (2012)
42. Le, H.Q., Arch-int, S., Nguyen, H.X., Arch-int, N.: Association rule hiding in risk management for retail supply chain collaboration. Computers in Industry 64, 776–784 (2013)
43. Bahroun, M., Harbi, S.: Risk management in the modern retail supply chain: Lessons from a case study and literature review. In: International Conference on Industrial Engineering and Systems Management (IESM); Framinan (Hg.) 2015 – The road ahead, pp. 1161–1170
44. Friday, D., Ryan, S., Sridharan, R., Collins, D.: Collaborative risk management: a systematic literature review. Int Jnl Phys Dist & Log Manage 48, 231–253 (2018)
45. Rangel, D., Silene Alexandre Leite, M.: Survey of supply chains risk assessment approaches. IIE Annual Conference and Expo, Pages 2128-2137 (2015)
46. Rangel, D.A., Oliveira, T.K. de, Leite, M.S.A.: Supply chain risk classification: discussion and proposal. International Journal of Production Research 53, 6868–6887 (2015)
47. Solomon, A.O., Ketikidis, P.H., Choudhary, A.: A Proposed Supply Chain Risk Management Framework. SSRN Journal (2011)
48. Biswas, S., Sen, J.: A Proposed Architecture for Big Data Driven Supply Chain Analytics. SSRN Journal (2016)
49. Thiel, C., Thiel, C.: Hare and Tortoise. Datenschutz und Datensicherheit 39, 663–667 (2015)
50. Birkel, H.S., Hartmann, E.: Impact of IoT challenges and risks for SCM. Supp Chain Mnagmnt 24, 39–61 (2019)
51. Situm, M., Mateos, R.M.M.: The strategic view of supply chain management and its association with risk. IJISM 11, 87 (2017)
52. Elliott, K., Patacconi, A., Swierzbinski, J., Williams, J.: Knowledge Protection in Firms: A Conceptual Framework and Evidence from HP Labs. European Management Review 16, 179–193 (2019)
53. Solomon, A., Ketikidis, P., Choudhary, A., Tiwari, M.: A Knowledge Based Decision Support System for Supply Chain Risk Management. Proceedings of European Decision Sciences Institute Conference EDSI (2012)
54. Salamai, A., Hussain, O.K., Saberi, M., Chang, E., Hussain, F.K.: Highlighting the Importance of Considering the Impacts of Both External and Internal Risk Factors on Operational Parameters to Improve Supply Chain Risk Management. IEEE Access 7, 49297–49315 (2019)
55. Xue, L., Cheng, Z., Hong, L., Zhao, X.: Risk-Mitigation in Supply Chain Digitization: A Study of System Modularity and IT Governance. SSRN Journal (2013)
56. Soares, M.N., Kauffman, M.E.: INTELLECTUAL PROPERTY LAW IN THE FOURTH INDUSTRIAL REVOLUTION: TRADE SECRETS RISKS AND OPPORTUNITIES. Revista Jurídica 52, 199–224 (2018)
57. Sofka, W., Shehu, E., Faria, P. de: Multinational subsidiary knowledge protection—Do mandates and clusters matter? Research Policy 43, 1320–1333 (2014)
58. Thalmann, S. and Ilvonnen, I.: Why should we investigate knowledge risks incidents? – Lessons from four cases. Proceedings of 53rd Hawaii International Conference on System Sciences (2020)
59. Subramani, P., Agarwal, R.: Opportunities and pitfalls associated with coordination structures in supply chain management: An exploratory case study. International Journal of Supply Chain Management 2, Pages 17-31 (2013)