Big Data: Social and Economic Effects

Abstract A conceptual framework and a set of indicators for monitoring the economic and non-economic effects of big data technologies were developed. The conceptual framework has two main blocks of indicators: the first deals with the impact of big data technologies on the country’s economy, the second—on other areas (society, ecology, security). Testing of the conceptual monitoring framework BD4DE was carried out by means of expert survey, according to the results of which indirect effects coefficients were calculated; the values of these indicators were comparable with the indicators of the EU countries and the UK. It was found that the most significant effect of working with big data is to improve the quality of services provided (both by public authorities and the private sector), while experts’ opinions were divided regarding the impact on the growth or reduction of employment.

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Publication Details

Journal
Lobachevskii Journal of Mathematics
Published
2026-10-09
DOI
https://doi.org/10.1134/s1995080226700162
Primary Topic
Big Data Technologies and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Big Data: Social and Economic Effects

S. B. Shaposhnik, V. A. Malakhov, Yu. E. Khokhlov, M. A. Yurevich
Lobachevskii Journal of Mathematics
Big Data Technologies and Applications
article

Big Data: Social and Economic Effects

S. B. Shaposhnik, V. A. Malakhov, Yu. E. Khokhlov, M. A. Yurevich
article en

Abstract

Abstract A conceptual framework and a set of indicators for monitoring the economic and non-economic effects of big data technologies were developed. The conceptual framework has two main blocks of indicators: the first deals with the impact of big data technologies on the country’s economy, the second—on other areas (society, ecology, security). Testing of the conceptual monitoring framework BD4DE was carried out by means of expert survey, according to the results of which indirect effects coefficients were calculated; the values of these indicators were comparable with the indicators of the EU countries and the UK. It was found that the most significant effect of working with big data is to improve the quality of services provided (both by public authorities and the private sector), while experts’ opinions were divided regarding the impact on the growth or reduction of employment.

Lobachevskii Journal of MathematicsVol. 47(S1)
Plekhanov Russian University of Economics (RU), Russian Academy of Sciences (RU), Financial University (RU), Institute of Biology of Karelian Research Centre (RU), S.I. Vavilov Institute for the History of Science and Technology (RU), Institute of Geology of the Karelian Research Center (RU), Karelian Research Centre (RU)
Openalex Percentile: Top 7%
Big Data Technologies and Applications
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Big Data: Social and Economic Effects — S. B. Shaposhnik, V. A. Malakhov, et al. · Lobachevskii Journal of Mathematics (2026) | TGRS Research Map | TGRS