Boosting innovation performance through big data analytics: An
empirical investigation on the role of firm agility

J 2023

Boosting innovation performance through big data analytics: An empirical investigation on the role of firm agility

ZARERAVASAN, Ahad

Základní údaje

Originální název

Boosting innovation performance through big data analytics: An empirical investigation on the role of firm agility

Autoři

ZARERAVASAN, Ahad (364 Írán, garant, domácí)

Vydání

Journal of Information Science, London, SAGE PUBLICATIONS LTD, 2023, 0165-5515

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

50204 Business and management

Stát vydavatele

Velká Británie a Severní Irsko

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 1.800

Kód RIV

RIV/00216224:14560/23:00133993

Organizační jednotka

Ekonomicko-správní fakulta

DOI

http://dx.doi.org/10.1177/01655515211047425

UT WoS

000708498700001

EID Scopus

2-s2.0-85116973032

Klíčová slova anglicky

Agility; BDA team sophistication; big data analytics; big data business value; data-driven culture; dynamic capabilities theory; innovation performance

Štítky

business Analytics, IT business value

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 15. 11. 2024 11:42, doc. Ahad Zareravasan, PhD

Anotace

V originále

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.

Návaznosti

GA20-12081S, projekt VaV

Název: Zpětnovazební model hodnoty vytvářené informačními systémy: oboustranný vztah mezi investicemi do IS a podnikovou výkonností

Investor: Grantová agentura ČR, Closed-loop view of information system business value: bidirectional relationship between IT/IS investments and firm performance

Přiložené soubory

Boosting_innovation_performance_through_big_data_analytics_An_empirical_investigationon_the_role_of_firm_agility.pdf

Požádat o autorskou verzi souboru

Citovat

ZARERAVASAN, Ahad. Boosting innovation performance through big data analytics: An empirical investigation on 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.

@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 investigation on 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 investigation on 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 investigation on 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.

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