Value creation in emerging technologies through text mining: the case of blockchain

【Author】 Chiarello, Filippo; Belingheri, Paola; Bonaccorsi, Andrea; Fantoni, Gualtiero; Martini, Antonella

【Source】TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT

【影响因子】3.745

【Abstract】As technology progresses, organisations must understand where to direct their value-creating efforts to achieve or sustain competitive advantage. This is even more true in the case of emerging technologies, where innovative activities often focus on achieving a technology promise while overlooking a set of technological, operational, organisational and user-related problems that must be overcome before the technology can fulfil this promise. Through an innovative application of text-mining, this paper develops a practical methodology to identify a range of problems related to a technological field in an unsupervised manner, that may benefit firms, researchers and policymakers. We apply the methodology to the field of blockchain and compare it to traditional literature reviews.

【Keywords】Sentiment analysis; value creation; emerging technology; blockchain

【发表时间】2021 2022-12-02

【收录时间】2022-01-02

【文献类型】

【主题类别】

--