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.
Authors
- P. S. Ershov
- S. B. Shaposhnik
- Yu. E. Khokhlov
- A. V. Katin
Institutions
- 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)
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