title: ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿ÐµÑÑÐ¿ÐµÐºÑÐ¸Ð² Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ Ð¦ÐµÐ½ÑÑÐ°Ð»ÑÐ½ÑÑ ÐÐ°Ð½ÐºÐ¾Ð²
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Research and analysis of the prospects for the implementation of digital currencies of central banks
Creators: name: ÐÐ³Ð½Ð°ÑÐ¸ÐºÐ¾Ð²Ð°, ÐÐºÐ°ÑÐµÑÐ¸Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: ÑÐ¸ÑÑÐ¾Ð²ÑÐµ Ð²Ð°Ð»ÑÑÑ
ÑÐµÐ½ÑÑÐ°Ð»ÑÐ½ÑÐ¹ Ð±Ð°Ð½Ðº
ÑÑÑÐ°Ð½Ð¾Ð²Ð¾Ð¹ ÐºÐ¾Ð½ÑÐµÐºÑÑ
Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
digital currencies
central bank
country context
modeling

description: Ð¦ÐµÐ»ÑÑ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð²Ð»Ð¸ÑÐ½Ð¸Ñ ÑÐºÐ¾ÑÐ¸ÑÑÐµÐ¼Ñ, ÑÐ¾Ð·Ð´Ð°Ð½Ð½Ð¾Ð¹ Ð² ÑÐ°Ð¼ÐºÐ°Ñ ÑÑÑÐ°Ð½Ñ, Ð½Ð° Ð¿ÑÐ¾ÑÐµÑÑ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ ÑÐµÐ½ÑÑÐ°Ð»ÑÐ½ÑÑ Ð±Ð°Ð½ÐºÐ¾Ð². ÐÑÐ»Ð¸ ÑÐµÑÐµÐ½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: 1. ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÑ ÑÐµÐ¾ÑÐµÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð°ÑÐ¿ÐµÐºÑÑ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ. 2. ÐÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð½Ð¾ÑÐ¼Ð°ÑÐ¸Ð²Ð½Ð¾-Ð¿ÑÐ°Ð²Ð¾Ð²ÑÐµ Ð¾ÑÐ½Ð¾Ð²Ñ ÑÐµÐ³ÑÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ (Ð¼Ð¸ÑÐ¾Ð²Ð¾Ð¹ Ð¸ ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¸Ð¹ Ð¾Ð¿ÑÑ). 3. ÐÐ¿ÑÐµÐ´ÐµÐ»Ð¸ÑÑ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ Ð½ÐµÐ·Ð°Ð²Ð¸ÑÐ¸Ð¼ÑÑ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð² Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¸ ÑÐµÐ·ÑÐ»ÑÑÐ¸ÑÑÑÑÐ¸Ð¹ Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ñ. 4. ÐÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ Ð¼ÐµÑÐ¾Ð´Ñ Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð¸Ñ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð¸ Ð¾Ð¿ÑÐµÐ´ÐµÐ»Ð¸ÑÑ Ð¿Ð¾Ð´ÑÐ¾Ð´ÑÑÐ¸Ðµ Ð´Ð»Ñ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ ÑÐµÐ½ÑÑÐ°Ð»ÑÐ½ÑÑ Ð±Ð°Ð½ÐºÐ¾Ð². 5.Â  ÐÑÐ¾Ð²ÐµÑÑÐ¸ ÑÐ±Ð¾Ñ Ð´Ð°Ð½Ð½ÑÑ, Ð¸ÑÑÐ¾Ð´Ñ Ð¸Ð· Ð²ÑÐ±ÑÐ°Ð½Ð½Ð¾Ð¹ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð². 6.Â  ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÑ Ð²Ð»Ð¸ÑÐ½Ð¸Ðµ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð² Ð¿ÑÑÐµÐ¼ Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð¸Ñ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÑÑÐµÐ½Ð¸Ñ. ÐÐºÑÑÐ°Ð»ÑÐ½Ð¾ÑÑÑ ÑÐµÐ¼Ñ Ð¿Ð¾Ð´ÑÐµÑÐºÐ¸Ð²Ð°ÐµÑÑÑ ÑÐ¾Ð²ÑÐµÐ¼ÐµÐ½Ð½ÑÐ¼ Ð´Ð¸Ð½Ð°Ð¼Ð¸ÑÐ½ÑÐ¼ ÑÐ°Ð·Ð²Ð¸ÑÐ¸ÐµÐ¼ ÑÐ¸Ð½Ð°Ð½ÑÐ¾Ð²ÑÑ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹, Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸ÐµÐ¼ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¿Ð»Ð°ÑÐµÐ¶ÐµÐ¹ Ð¸ Ð¿Ð¾ÑÐ²Ð»ÐµÐ½Ð¸ÐµÐ¼ Ð½Ð¾Ð²ÑÑ ÑÐ¾ÑÐ¼ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð½ÑÑ Ð°ÐºÑÐ¸Ð²Ð¾Ð². ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¾ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÑ Ð¿Ð°ÐºÐµÑÐ¾Ð² MS Office (Excel), Ð° ÑÐ°ÐºÐ¶Ðµ c Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ¾Ð² ÑÐ·ÑÐºÐ° Python (Ð¿ÑÐ¸ Ð¿Ð¾Ð¼Ð¾ÑÐ¸ Google Colab). ÐÐ¾ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°Ð¼ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð²ÑÐ´Ð²Ð¸Ð½ÑÑÐ°Ñ Ð³Ð¸Ð¿Ð¾ÑÐµÐ·Ð° Ð¾ Ð²Ð»Ð¸ÑÐ½Ð¸Ð¸ ÑÐºÐ¾ÑÐ¸ÑÑÐµÐ¼Ñ ÑÑÑÐ°Ð½Ñ Ð½Ð° Ð¿ÑÐ¾ÑÐµÑÑ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð²Ð°Ð»ÑÑ ÑÐµÐ½ÑÑÐ°Ð»ÑÐ½ÑÑ Ð±Ð°Ð½ÐºÐ¾Ð² Ð±ÑÐ»Ð° Ð¿Ð¾Ð´ÑÐ²ÐµÑÐ¶Ð´ÐµÐ½Ð°, Ð° Ð²ÑÑÐ²Ð»ÐµÐ½Ð½ÑÐµ ÑÐ°ÐºÑÐ¾ÑÑ ÑÐ²Ð»ÑÑÑÑÑ Ð´Ð¾Ð²Ð¾Ð»ÑÐ½Ð¾ Ð·Ð½Ð°ÑÐ¸Ð¼ÑÐ¼Ð¸.
description: The purpose of the work is to investigate the impact of the ecosystem created within a country on the implementation process of central bank digital currencies. The following tasks have been addressed: 1. Exploring the theoretical aspects of digital currencies. 2. Analysing the legal and regulatory framework for the regulation of digital currencies (global and Russian experience). 3. Determining the classification of independent research factors and the resulting indicator. 4. Analysing various methods of model building and identifying suitable central banks for the study of digital currencies implementation. 5.Â  Collecting data based on the chosen classification of factors. 6.Â  Investigating the influence of factors by building machine learning models. The relevance of the topic is emphasised by the current dynamic development of financial technologies, the introduction of innovative payment methods and the emergence of new forms of electronic assets. The research was carried out with the help of MS Office software packages (Excel), as well as using Python language tools (using Google Colab). According to the results of the analysis, the hypothesis about the influence of the countrys ecosystem on the process of introducing digital currencies of central banks was confirmed, and the identified factors are quite significant.