ZARERAVASAN, Ahad. Boosting innovation performance through big data analytics: An empirical investigationon the role of firm agility. Journal of Information Science. London: SAGE PUBLICATIONS LTD, 2023, roč. 49, č. 5, s. 1293-1308. ISSN 0165-5515. Dostupné z: https://dx.doi.org/10.1177/01655515211047425. |
Další formáty:
BibTeX
LaTeX
RIS
@article{1799854, author = {Zareravasan, Ahad}, article_location = {London}, article_number = {5}, doi = {http://dx.doi.org/10.1177/01655515211047425}, keywords = {Agility; BDA team sophistication; big data analytics; big data business value; data-driven culture; dynamic capabilities theory; innovation performance}, language = {eng}, issn = {0165-5515}, journal = {Journal of Information Science}, title = {Boosting innovation performance through big data analytics: An empirical investigationon the role of firm agility}, url = {https://journals.sagepub.com/doi/full/10.1177/01655515211047425}, volume = {49}, year = {2023} }
TY - JOUR ID - 1799854 AU - Zareravasan, Ahad PY - 2023 TI - Boosting innovation performance through big data analytics: An empirical investigationon the role of firm agility JF - Journal of Information Science VL - 49 IS - 5 SP - 1293-1308 EP - 1293-1308 PB - SAGE PUBLICATIONS LTD SN - 01655515 KW - Agility KW - BDA team sophistication KW - big data analytics KW - big data business value KW - data-driven culture KW - dynamic capabilities theory KW - innovation performance UR - https://journals.sagepub.com/doi/full/10.1177/01655515211047425 N2 - While past studies proposed the role of big data analytics (BDA) as one of the primary pathways to business value creation, current knowledge on the link between BDA and innovation performance remains limited. In this regard, this study intends to fill this research gap by developing a theoretical framework for understanding how and under which mechanisms BDA influences innovation performance. Firm agility (conceptualised as sensing agility, decision-making agility and acting agility) is used in this research as the mediator between BDA and innovation performance. Besides, this research conceptualises two moderating variables: data-driven culture and BDA team sophistication. This study employs partial least squares (PLS) to test and validate the proposed hypotheses using survey data of 185 firms. The results show that firm agility significantly mediates the link between BDA use and innovation performance. Besides, the results suggest that data-driven culture moderates the relation between sensing agility and decision-making agility. This research also supports the moderating role of BDA team sophistication on the link between BDA use and sensing agility. ER -
ZARERAVASAN, Ahad. Boosting innovation performance through big data analytics: An empirical investigationon the role of firm agility. \textit{Journal of Information Science}. London: SAGE PUBLICATIONS LTD, 2023, roč.~49, č.~5, s.~1293-1308. ISSN~0165-5515. Dostupné z: https://dx.doi.org/10.1177/01655515211047425.
|