Data Anonymization as Instrument to manage Knowledge Risks in Supply Chains

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dc.contributor.authorZeiringer, Johannes Paul
dc.contributor.authorFleiß, Jürgen
dc.contributor.authorThalmann, Stefan
dc.date.accessioned2023-12-26T18:47:00Z
dc.date.available2023-12-26T18:47:00Z
dc.date.issued2024-01-03
dc.identifier.doihttps://doi.org/10.24251/HICSS.2024.661
dc.identifier.isbn978-0-9981331-7-1
dc.identifier.other1ae930f1-f9a2-4eba-bd75-b41329d89179
dc.identifier.urihttps://hdl.handle.net/10125/107046
dc.language.isoeng
dc.relation.ispartofProceedings of the 57th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectSecuring Knowledge, Innovation, and Entrepreneurial Systems and Managing Knowledge Risks
dc.subjectdecision support
dc.subjectknowledge risks
dc.subjectknowledge sharing
dc.subjectsupply chain
dc.subjectvignette survey
dc.titleData Anonymization as Instrument to manage Knowledge Risks in Supply Chains
dc.typeConference Paper
dc.type.dcmiText
dcterms.abstractIn times of interconnected and digitalized supply chains (SCs), managing knowledge risks is challenging. As sharing data is associated to the risk of unintentional disclosure of competitive knowledge, SC partners must balance knowledge sharing and protection. However, knowledge risks can inhibit knowledge sharing and therefore harm the SC management as well as desired innovation. To address this problem, data anonymization can be a solution. Further, decision support how to use the data anonymization on data sets seems necessary. For this, an already developed data anonymization tool was used as basis for a vignette study with 1.000 participants, to investigate the effect of a decision support, in form of a tradeoff visualization, on knowledge sharing. The results showed that having an anonymization tool in place does increase knowledge sharing if also decision support is provided. This helps in making an individual decision easy and transparent, and, despite a high perception of risk, there is willingness to share data and it is also considered to be beneficial.
dcterms.extent10 pages
prism.startingpage5503

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