Effects of Big Data Analytics on Firm Innovativeness: The Role of a Data‐Driven Culture

ABSTRACT How can companies reap innovation benefits from big data? To shed more light on this question, this study investigates empirically the relationship between big data variety, adoption of big data analytics technologies, and firm innovativeness. The paper hypothesizes that firms need a suitable organizational cultural orientation to reap the benefits of big data variety and related analytics technologies. Therefore, a firm's data‐driven culture is hypothesized as a moderating variable between big data variety, adoption of big data analytics technologies, and firm innovativeness. Based on a multi‐industry survey, the results show that the adoption of big data analytics technologies directly influences firm innovativeness, whereas the relationship between big data variety and firm innovativeness is positively moderated by the firm's data‐driven culture. Furthermore, a data‐driven culture is positively associated with firm innovativeness.

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Publication Details

Journal
Knowledge and Process Management
Published
2025-06-18
DOI
https://doi.org/10.1002/kpm.70000
Citations
1
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
2.28

Funders

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Effects of Big Data Analytics on Firm Innovativeness: The Role of a Data‐Driven Culture

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1 citations
Knowledge and Process Management
Big Data and Business Intelligence
2.28
article

Effects of Big Data Analytics on Firm Innovativeness: The Role of a Data‐Driven Culture

Paavo Ritala, Joel Mero, Henri Hussinki, Aino Kianto, Mika Vanhala
article en
1 citations

Abstract

ABSTRACT How can companies reap innovation benefits from big data? To shed more light on this question, this study investigates empirically the relationship between big data variety, adoption of big data analytics technologies, and firm innovativeness. The paper hypothesizes that firms need a suitable organizational cultural orientation to reap the benefits of big data variety and related analytics technologies. Therefore, a firm's data‐driven culture is hypothesized as a moderating variable between big data variety, adoption of big data analytics technologies, and firm innovativeness. Based on a multi‐industry survey, the results show that the adoption of big data analytics technologies directly influences firm innovativeness, whereas the relationship between big data variety and firm innovativeness is positively moderated by the firm's data‐driven culture. Furthermore, a data‐driven culture is positively associated with firm innovativeness.

Knowledge and Process ManagementVol. 32(4)
Luleå University of Technology (SE), Lappeenranta-Lahti University of Technology (FI), University of Jyväskylä (FI)
Foundation for Economic Education, Liikesivistysrahasto
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Big Data and Business Intelligence
2.28
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Effects of Big Data Analytics on Firm Innovativeness: The Role of a Data‐Driven Culture — Paavo Ritala, Joel Mero, et al. · Knowledge and Process Management (2025) | TGRS Research Map | TGRS