title: ÐÑÐµÐ½ÐºÐ° Ð²Ð»Ð¸ÑÐ½Ð¸Ñ ÑÐ°Ð½ÐºÑÐ¸Ð¹ Ð½Ð° ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÑ ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¸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: Assessment of the impact of sanctions on the effectiveness of Russian banks
Creators: name: ÐÐ¾Ð²Ð¾Ð¶ÐµÐ½Ð¸Ð½Ð°, ÐÐ»ÐµÐ½Ð°
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°Ð½ÐºÑÐ¸Ð¸
Ð±Ð°Ð½ÐºÐ¾Ð²ÑÐºÐ¸Ð¹ ÑÐµÐºÑÐ¾Ñ
Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð±Ð°Ð½ÐºÐ¾Ð²ÑÐºÐ¾Ð¹ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸
difference-in-difference
sanctions
banking sector
banking performance indicators

description: Ð¦ÐµÐ»ÑÑ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð°Ð½Ð°Ð»Ð¸Ð· Ð²Ð»Ð¸ÑÐ½Ð¸Ñ ÑÐ°Ð½ÐºÑÐ¸Ð¹ Ð½Ð° Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ 100 ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¸Ñ Ð±Ð°Ð½ÐºÐ¾Ð², Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÑ Ð¼ÐµÑÐ¾Ð´ Difference-in-Difference. Ð ÑÐ°Ð¼ÐºÐ°Ñ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¸ ÑÐµÑÐµÐ½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: â ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÐ½Ñ ÑÐµÐ¾ÑÐµÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð¾ÑÐ½Ð¾Ð²Ñ Ð¾ÑÐµÐ½ÐºÐ¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð±Ð°Ð½ÐºÐ¾Ð², Ð¿Ð¾Ð½ÑÑÐ¸Ðµ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð±Ð°Ð½ÐºÐ°, Ð¾ÑÐ½Ð¾Ð²Ð½ÑÐµ Ð¼ÐµÑÐ¾Ð´Ñ Ð¾ÑÐµÐ½ÐºÐ¸ Ð¸ Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¿Ð¾Ð½ÑÑÐ¸Ðµ Ð¸ Ð²Ð¸Ð´Ñ ÑÐ°Ð½ÐºÑÐ¸Ð¹, Ð²Ð»Ð¸ÑÐ½Ð¸Ðµ ÑÐ°Ð½ÐºÑÐ¸Ð¹ Ð½Ð° Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸; â Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· Ð±Ð°Ð½ÐºÐ¾Ð²ÑÐºÐ¾Ð³Ð¾ ÑÐµÐºÑÐ¾ÑÐ° Ð Ð¾ÑÑÐ¸Ð¸, ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÐ½Ñ Ð¾ÑÐ½Ð¾Ð²Ð½ÑÐµ Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ Ð¸ ÐºÐ»ÑÑÐµÐ²ÑÐµ ÑÐ¾Ð±ÑÑÐ¸Ñ ÑÐµÐºÑÐ¾ÑÐ° Ð² Ð¿ÐµÑÐ¸Ð¾Ð´ Ñ 2021 Ð¿Ð¾ 2023 Ð³Ð¾Ð´Ñ, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ ÑÐµÐºÑÐ¾ÑÐ° Ð² ÑÑÐ»Ð¾Ð²Ð¸ÑÑ ÑÐ°Ð½ÐºÑÐ¸Ð¹; â ÑÐ¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð° Ð²ÑÐ±Ð¾ÑÐºÐ° Ð¸Ð· 100 ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¸Ñ Ð±Ð°Ð½ÐºÐ¾Ð², Ð¾ÑÑÐ¾ÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð¿Ð¾ ÑÐ°Ð·Ð¼ÐµÑÑ Ð°ÐºÑÐ¸Ð²Ð¾Ð² Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ ÐºÐ»Ð°ÑÑÐµÑÐ½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿Ð¾ Ð³ÑÑÐ¿Ð¿Ð°Ð¼ Ð¼ÐµÑÐ¾Ð´Ð¾Ð¼ k-ÑÑÐµÐ´Ð½Ð¸Ñ Ð½Ð° Python; â Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ñ Ð¸ ÑÐ°ÑÑÑÐ¸ÑÐ°Ð½Ñ Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¿Ð°ÐºÐµÑÐ° MS Office (Excel); â Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð° Ð¼Ð¾Ð´ÐµÐ»Ñ Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· Ð¼ÐµÑÐ¾Ð´Ð¾Ð¼ Difference-in-Difference Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ STATA, Ð¿ÑÐ¾Ð¸Ð½ÑÐµÑÐ¿ÑÐµÑÐ¸ÑÐ¾Ð²Ð°Ð½Ñ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð½ÑÐµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ. ÐÑÑÐ¾ÑÐ½Ð¸ÐºÐ°Ð¼Ð¸ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸ Ð²ÑÑÑÑÐ¿Ð¸Ð»Ð¸ Ð´Ð°Ð½Ð½ÑÐµ Ð¾ÑÐµÑÐµÑÑÐ²ÐµÐ½Ð½Ð¾Ð¹ Ð¸ Ð·Ð°ÑÑÐ±ÐµÐ¶Ð½Ð¾Ð¹ Ð½Ð°ÑÑÐ½Ð¾-Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÑÐºÐ¾Ð¹ Ð»Ð¸ÑÐµÑÐ°ÑÑÑÑ, Ð¾ÑÐ¸ÑÐ¸Ð°Ð»ÑÐ½ÑÐµ ÐÐ½ÑÐµÑÐ½ÐµÑ-ÑÐµÑÑÑÑÑ, Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð°Ð³ÐµÐ½ÑÑÑÐ²Ð°, Ð¿ÑÐ±Ð»Ð¸ÐºÑÐµÐ¼Ð°Ñ Ð¾ÑÑÐµÑÐ½Ð¾ÑÑÑ ÐºÑÐµÐ´Ð¸ÑÐ½ÑÑ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¹ ÐÐ°Ð½ÐºÐ¾Ð¼ Ð Ð¾ÑÑÐ¸Ð¸.
description: The purpose of the work is to analyze the impact of sanctions on the performance indicators of 100 Russian banks using the Difference-in-Difference method. As part of the work, the research set the following goals: â the theoretical foundations of evaluating the effectiveness of banks, the concept of the effectiveness of the bank, the main methods of evaluation and performance indicators, as well as the concept and types of sanctions, the impact of sanctions on performance indicators are considered; â the analysis of the banking sector of the Russian Federation was carried out, the main indicators and key events of the sector in the period from 2021 to 2023, as well as the situation of the sector under sanctions were considered; â a sample of 100 Russian banks was compiled, sorted by asset size, and a cluster analysis was performed by groups using the k-means method in Python; â performance indicators have been determined and calculated using the MS Office (Excel) package; â a model was built and analyzed using the Difference-in-Difference method using STATA software, and the results were interpreted. The sources of information were data from domestic and foreign scientific research literature, official Internet resources, analytical agencies, published reports of credit institutions by the Bank of Russia.