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College of Business(경영대학)School of Business and Technology Management(기술경영학부)MG-Journal Papers(저널논문)

When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy

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dc.contributor.authorLee, Yong Sukko
dc.contributor.authorKim, Taekyunko
dc.contributor.authorChoi, Sukwoongko
dc.contributor.authorKim, Wonjoonko
dc.date.accessioned2022-07-26T02:00:11Z-
dc.date.available2022-07-26T02:00:11Z-
dc.date.created2022-07-26-
dc.date.created2022-07-26-
dc.date.issued2022-12-
dc.identifier.citationTECHNOVATION, v.118-
dc.identifier.issn0166-4972-
dc.identifier.urihttp://hdl.handle.net/10203/297461-
dc.description.abstractThis paper examines how high-tech venture performance varies with AI-adoption intensity. We find that firm revenue increases only after sufficient investment in AI, and the benefits of AI adoption are greater at firms that also invest in complementary technologies and pursue internal R&D strategy. Specifically, AI adoption at low levels does not suggest significant revenue growth, but, as the intensity of AI adoption increases revenue growth occurs. We find that such performance gains from adoption is larger among firms that invest in complementary technologies such as cloud computing and database systems. Moreover, the positive relationship between AI adoption intensity and revenue growth is stronger among firms that pursue a more exclusive R&D strategy specific to the venture.-
dc.languageEnglish-
dc.publisherELSEVIER-
dc.titleWhen does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy-
dc.typeArticle-
dc.identifier.wosid000824368600001-
dc.type.rimsART-
dc.citation.volume118-
dc.citation.publicationnameTECHNOVATION-
dc.identifier.doi10.1016/j.technovation.2022.102590-
dc.contributor.localauthorKim, Wonjoon-
dc.contributor.nonIdAuthorLee, Yong Suk-
dc.contributor.nonIdAuthorChoi, Sukwoong-
dc.description.isOpenAccessN-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorArtificialintelligence-
dc.subject.keywordAuthorHigh-techventures-
dc.subject.keywordAuthorFirmperformance-
dc.subject.keywordAuthorComplementaryinvestment-
dc.subject.keywordAuthorR&amp-
dc.subject.keywordAuthorDstrategy-
dc.subject.keywordPlusARTIFICIAL-INTELLIGENCE-
dc.subject.keywordPlusINFORMATION-TECHNOLOGY-
dc.subject.keywordPlus2 FACES-
dc.subject.keywordPlusFIRM-
dc.subject.keywordPlusINNOVATION-
dc.subject.keywordPlusBUSINESS-
dc.subject.keywordPlusGROWTH-
dc.subject.keywordPlusMANAGEMENT-
dc.subject.keywordPlusADVANTAGE-
dc.subject.keywordPlusCOMPUTER-
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MG-Journal Papers(저널논문)
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