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Has the development of the Digital Data Genesis dy­namic capability effect on data quality and data access­ibility?

Author

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  • Elisabetta Raguseo

    (Polito - Politecnico di Torino = Polytechnic of Turin)

  • Claudio Vitari

    (MTS - Management Technologique et Strategique - EESC-GEM Grenoble Ecole de Management)

  • Giulia Pozzi

Abstract

In the big data era, huge amount of data are created in digital forms. Due to the frequent technological changes and developments that are happening in this era, organisations need to constantly match with market changes. Therefore they need to develop dynamic capabilities based on digital data, in order to reach valuable outputs. Specifically, this study examines whether the development of the Digital Data Genesis dynamic capability in firms leads to valuable outputs: data quality and data accessibility. We empirically test our model using a questionnaire-based survey answered by 125 sales managers. Results suggest that firms able to develop dynamic capabilities based on digital data obtain higher outputs in terms of data quality and accessibility. Managerial implications of our results are finally offered.

Suggested Citation

  • Elisabetta Raguseo & Claudio Vitari & Giulia Pozzi, 2014. "Has the development of the Digital Data Genesis dy­namic capability effect on data quality and data access­ibility?," Grenoble Ecole de Management (Post-Print) halshs-01924226, HAL.
    • Handle: RePEc:hal:gemptp:halshs-01924226
    Note: View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-01924226
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    References listed on IDEAS

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    1. Paul A. Pavlou & Omar A. El Sawy, 2006. "From IT Leveraging Competence to Competitive Advantage in Turbulent Environments: The Case of New Product Development," Information Systems Research, INFORMS, vol. 17(3), pages 198-227, September.
    2. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    3. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    4. Marc Gruber & Florian Heinemann & Malte Brettel & Stephan Hungeling, 2010. "Configurations of resources and capabilities and their performance implications: an exploratory study on technology ventures," Strategic Management Journal, Wiley Blackwell, vol. 31(12), pages 1337-1356, December.
    5. Sandra Hirsh & Jamie Dinkelacker, 2004. "Seeking information in order to produce information: An empirical study at Hewlett Packard Labs," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 55(9), pages 807-817, July.
    6. Elisabetta Raguseo & Claudio Vitari, 2014. "The Development of the DDG-Capability in Firms: An Evaluation of Its Impact on Firm Financial Performance," Lecture Notes in Information Systems and Organization, in: Leonardo Caporarello & Beniamino Di Martino & Marcello Martinez (ed.), Smart Organizations and Smart Artifacts, edition 127, pages 97-104, Springer.
    7. Kevin Zheng Zhou & Fang Wu, 2010. "Technological capability, strategic flexibility, and product innovation," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 547-561, May.
    8. Wynne W. Chin & Barbara L. Marcolin & Peter R. Newsted, 2003. "A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study," Information Systems Research, INFORMS, vol. 14(2), pages 189-217, June.
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