Effects of innovation management system standardization on firms: evidence from text mining annual reports

Using a management formula to standardize innovation management can be thought of as deeply contradictory, however, several successful firms in Spain have been certified under the pioneer innovation management standard UNE 166002. This paper analyzes the effects that standardization has in the attitudes and values as regard to innovation for a sample of firms by text-mining their corporate disclosures. Changes in the relevance of the concepts, co-word networks and emotion analysis have been employed to conclude that the effects of certification on the corporate behavior about innovation are coincident with the open innovation and transversalization concepts that UNE 166002 promotes.

https://link.springer.com/article/10.1007/s11192-017-2345-7

Author(s): Gaizka Garechana, Rosa Río-Belver, Iñaki Bildosola, Marisela Rodríguez Salvador
Organization(s): University of the Basque Country UPV/EHU, Tecnológico de Monterrey
Source: Scientometrics
Year: 2017

Annual reports have been text-mined using the NLP tools provided by Vantage Point software to capture the concepts occurring in the vicinity of SI terms and the changes in concepts and their relationships, in addition to emotions, have been analyzed.

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