Methodology for Monitoring Development and Use of Big Data Technologies

Abstract A framework of BD4DE (Big Data for Digital Economy) and a methodology for monitoring big data technologies use in the digital economy of the Russian Federation are proposed. The analysis of numerous frameworks for monitoring the development and use of digital technologies for socio-economic development (from e-readiness assessments and information society development assessments to digital maturity and digital economy assessments). The BD4DE framework covers the subject areas of monitoring: development and use of big data technologies and their impact on socio-economic development, as well as factors that affect them (government policy and regulation, governance and financing institutions, digital infrastructure, human capital, R and D, information security). Recommendations are given on a system of measurable indicators characterizing the proposed subject areas, sources are indicated.

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Publication Details

Journal
Lobachevskii Journal of Mathematics
Published
2026-10-09
DOI
https://doi.org/10.1134/s1995080226700101
Primary Topic
Digital Economy and Transformation
Type
article
Field-Weighted Citation Impact
0.00
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article

Methodology for Monitoring Development and Use of Big Data Technologies

T. V. Ershova, S. B. Shaposhnik, Yu. E. Khokhlov
Lobachevskii Journal of Mathematics
Digital Economy and Transformation
article

Methodology for Monitoring Development and Use of Big Data Technologies

T. V. Ershova, S. B. Shaposhnik, Yu. E. Khokhlov
article en

Abstract

Abstract A framework of BD4DE (Big Data for Digital Economy) and a methodology for monitoring big data technologies use in the digital economy of the Russian Federation are proposed. The analysis of numerous frameworks for monitoring the development and use of digital technologies for socio-economic development (from e-readiness assessments and information society development assessments to digital maturity and digital economy assessments). The BD4DE framework covers the subject areas of monitoring: development and use of big data technologies and their impact on socio-economic development, as well as factors that affect them (government policy and regulation, governance and financing institutions, digital infrastructure, human capital, R and D, information security). Recommendations are given on a system of measurable indicators characterizing the proposed subject areas, sources are indicated.

Lobachevskii Journal of MathematicsVol. 47(S1)
Plekhanov Russian University of Economics (RU), Institute of Biology of Karelian Research Centre (RU), Society of Analytical Psychology (GB), Institute of Geology of the Karelian Research Center (RU), Karelian Research Centre (RU)
Openalex Percentile: Top 8%
Digital Economy and Transformation
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Methodology for Monitoring Development and Use of Big Data Technologies — T. V. Ershova, S. B. Shaposhnik, et al. · Lobachevskii Journal of Mathematics (2026) | TGRS Research Map | TGRS