The Role of Knowledge‐Based Resources in Leveraging Business Analytics

ABSTRACT Business analytics enhances managerial decision‐making. To this end, previous research guides firms to combine their tangible business analytics resources, such as data and technology, with intangible knowledge‐based business analytics resources to enable that business analytics supports decision‐making. While the recent literature has recognised the importance of knowledge‐based resources, there remains a lack of comprehensive understanding of the types of these resources and how they are incorporated in leveraging business analytics. Applying the knowledge‐based view of the firm and a systematic literature review approach, this study analysed 105 peer‐reviewed academic papers and synthesised the current discussion on the role of knowledge‐based resources in leveraging business analytics for managerial decision‐making. The results highlight five types of knowledge‐based resources: human skills, human perceptions, organisational culture, organisational capabilities and organisational practices that are integrated into the processes of BA adoption, use and value creation. Firms are likely to realise the expected benefits of their business analytics investments by focusing on developing these vital resources.

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Publication Details

Journal
Knowledge and Process Management
Published
2026-01-12
DOI
https://doi.org/10.1002/kpm.70015
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00

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article

The Role of Knowledge‐Based Resources in Leveraging Business Analytics

Johanna Orjatsalo, Henri Hussinki, Aino Kianto
Knowledge and Process Management
Big Data and Business Intelligence
article

The Role of Knowledge‐Based Resources in Leveraging Business Analytics

Johanna Orjatsalo, Henri Hussinki, Aino Kianto
article en

Abstract

ABSTRACT Business analytics enhances managerial decision‐making. To this end, previous research guides firms to combine their tangible business analytics resources, such as data and technology, with intangible knowledge‐based business analytics resources to enable that business analytics supports decision‐making. While the recent literature has recognised the importance of knowledge‐based resources, there remains a lack of comprehensive understanding of the types of these resources and how they are incorporated in leveraging business analytics. Applying the knowledge‐based view of the firm and a systematic literature review approach, this study analysed 105 peer‐reviewed academic papers and synthesised the current discussion on the role of knowledge‐based resources in leveraging business analytics for managerial decision‐making. The results highlight five types of knowledge‐based resources: human skills, human perceptions, organisational culture, organisational capabilities and organisational practices that are integrated into the processes of BA adoption, use and value creation. Firms are likely to realise the expected benefits of their business analytics investments by focusing on developing these vital resources.

Knowledge and Process Management
Natural Resources Institute Finland (FI)
Työsuojelurahasto
Openalex Percentile: Top 92%
Big Data and Business Intelligence
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The Role of Knowledge‐Based Resources in Leveraging Business Analytics — Johanna Orjatsalo, Henri Hussinki, et al. · Knowledge and Process Management (2026) | TGRS Research Map | TGRS