Data-driven Value-enhancing Strategies: How to Increase Firm Value Using Data Science
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 강형구 | - |
dc.contributor.author | 장가영 | - |
dc.contributor.author | 최문경 | - |
dc.date.accessioned | 2022-12-20T06:23:57Z | - |
dc.date.available | 2022-12-20T06:23:57Z | - |
dc.date.created | 2022-11-02 | - |
dc.date.issued | 2022-09 | - |
dc.identifier.issn | 2288-5404 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/173075 | - |
dc.description.abstract | This paper proposes how to design and implement data-driven strategies by investigating how a firm can increase its value using data science. Drawing on prior studies on architectural innovation, a behavioral theory of the firm, and the knowledge-based view of the firm as well as the analysis of field observations, the paper shows how data science is abused in dealing with meso-level data while it is underused in using macro-level and alternative data to accomplish machine-human teaming and risk management. The implications help us understand why some firms are better at drawing value from intangibles such as data, data-science capabilities, and routines and how to evaluate such capabilities. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | 한국경영정보학회 | - |
dc.title | Data-driven Value-enhancing Strategies: How to Increase Firm Value Using Data Science | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | 강형구 | - |
dc.identifier.doi | 10.14329/apjis.2022.32.3.477 | - |
dc.identifier.bibliographicCitation | Asia Pacific Journal of Information Systems, v.32, no.3, pp.477 - 495 | - |
dc.relation.isPartOf | Asia Pacific Journal of Information Systems | - |
dc.citation.title | Asia Pacific Journal of Information Systems | - |
dc.citation.volume | 32 | - |
dc.citation.number | 3 | - |
dc.citation.startPage | 477 | - |
dc.citation.endPage | 495 | - |
dc.type.rims | ART | - |
dc.identifier.kciid | ART002887341 | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.description.journalRegisteredClass | kci | - |
dc.subject.keywordAuthor | Architectural Innovation | - |
dc.subject.keywordAuthor | A Behavioral Theory of the Firm | - |
dc.subject.keywordAuthor | Data-driven Strategy | - |
dc.subject.keywordAuthor | Knowledge-based View | - |
dc.identifier.url | http://www.apjis.or.kr/common/sub/pastissues_view.asp?UID=5265&GotoPage=1&sIssue_year=2022&svolNo=vol.%2032%20no.%203&sKey=&sVal= | - |
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