Problem Issues of Collecting Personal Data in the Era of Global Digitalization

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Analysis of ethical dilemmas in personal data collection systems, highlighting gaps in legal mechanisms and privacy concerns.

The critical discrepancy between the technological potential of monitoring systems and legal frameworks hinders effective data regulation.
Studies reveal that existing regulations fail to keep pace with the rapid advancement of data collection technologies and privacy concerns.
Using an interdisciplinary approach, the research examines socio-legal risks tied to digital footprints and algorithmic discriminatory practices.
The need for balanced regulatory principles is emphasized to protect digital sovereignty while fostering innovation in data use.

Frolovskaya et al. (2025) studied this question.

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View Full Paper

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Authors

Analysis of ethical dilemmas in personal data collection systems, highlighting gaps in legal mechanisms and privacy concerns.

The critical discrepancy between the technological potential of monitoring systems and legal frameworks hinders effective data regulation.
Studies reveal that existing regulations fail to keep pace with the rapid advancement of data collection technologies and privacy concerns.
Using an interdisciplinary approach, the research examines socio-legal risks tied to digital footprints and algorithmic discriminatory practices.
The need for balanced regulatory principles is emphasized to protect digital sovereignty while fostering innovation in data use.

Frolovskaya et al. (2025) studied this question.

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