BD4DE-MM Maturity Model for Big Data Operations in Organizations

Abstract A maturity model BD4DE-MM for assessment of big data usage in an organization is proposed. The analysis of the existing models of digital maturity for organization is carried out, the following main dimensions are highlighted: strategy and regulation; human resources and leadership; data; tools and analytics; infrastructure and cybersecurity; governance; impact. Indicators are proposed that allow for each dimension to assess on a 5-point scale the maturity level of big data usage in an organization.

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Publication Details

Journal
Lobachevskii Journal of Mathematics
Published
2026-10-09
DOI
https://doi.org/10.1134/s1995080226700228
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

BD4DE-MM Maturity Model for Big Data Operations in Organizations

P. S. Ershov, S. B. Shaposhnik, Yu. E. Khokhlov, A. V. Katin
Lobachevskii Journal of Mathematics
Big Data and Business Intelligence
article

BD4DE-MM Maturity Model for Big Data Operations in Organizations

P. S. Ershov, S. B. Shaposhnik, Yu. E. Khokhlov, A. V. Katin
article en

Abstract

Abstract A maturity model BD4DE-MM for assessment of big data usage in an organization is proposed. The analysis of the existing models of digital maturity for organization is carried out, the following main dimensions are highlighted: strategy and regulation; human resources and leadership; data; tools and analytics; infrastructure and cybersecurity; governance; impact. Indicators are proposed that allow for each dimension to assess on a 5-point scale the maturity level of big data usage in an organization.

Lobachevskii Journal of MathematicsVol. 47(S1)
Plekhanov Russian University of Economics (RU), Institute of Biology of Karelian Research Centre (RU), Institute of Geology of the Karelian Research Center (RU), Karelian Research Centre (RU)
Openalex Percentile: Top 6%
Big Data and Business Intelligence
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