Financial News: Current Account of the Balance of Payments of the Russian Federation with Seasonal Adjustment

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

CategoriesCentral Bank of Russia, Economics, MIL-OSI, Russia, Russian Federation, Russian Finance, Russian Language, Central Bank of Russia

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Q3 2025 15,901 34,081 -11 505 -4 852 -1 823
Q2 2025 8 681 27 232 -11 517 -5 318 -1 717
Q1 2025 10,679 29,544 -10 740 -7,045 -1,080
Q4 2024 11,824 29 293 -10 295 -5 932 -1 242
Q3 2024 13,437 32 128 -i 892 -8 242 – 558
Q2 2024 20,318 36,629 -8 841 -6 495 – 975
Q1 2024 18 228 34,444 -i 231 -6 147 – 838
Q4 2023 9,781 30,068 -8 407 -7 992 -3 888
Q3 2023 18,531 34,813 -8 989 -5 634 -1 659
Q2 2023 11,082 27,456 -i 337 -5 611 -1,426
Q1 2023 7,681 28,853 -i 541 -i 556 -2,075
Q4 2022 38,095 58,641 -6 940 -11 301 -2 305
Q3 2022 52,879 74,297 -5 802 -13 711 -1 905
Q2 2022 81,481 97,083 -4 367 -8 284 -2 951
Q1 2022 63,815 87 142 -4 959 -17 124 -1 244
Q4 2021 46,272 64,828 -4,574 -13 127 – 854
Q3 2021 41,542 56 249 -5 826 -7 586 -1 295
Q2 2021 22,828 40 168 -5 173 -11 091 -1,077
Q1 2021 15 249 29,459 -4 234 -8 166 -1 810
Q4 2020 8 152 23,979 -3 733 -10 641 -1,454
Q3 2020 7 221 20 143 -3 354 -7 907 -1 662
Q2 2020 4,452 16,935 -2 791 -7 722 -1,970
Q1 2020 16,461 32,336 -7 507 -7 243 -1 125
Q4 2019 i 119 39,069 -11 091 -14 518 -4 341
Q3 2019 17,739 40 144 -8 928 -11 864 -1 614
Q2 2019 17,640 40,357 -8 178 -13 156 -1 383
First quarter of 2019 23,751 46,683 -8 131 -12 081 -2 719
Q4 2018 35,446 54,589 -7 789 -8 907 -2,446
Q3 2018 33,220 50,429 -6 202 -8 997 -2,011
Q2 2018 24,420 46 106 -7 328 -12 236 -2 121
First quarter of 2018 20,965 42,833 -i 083 -10 426 -2 359
Q4 2017 11,226 33,059 -8 847 -10 478 -2 508
Q3 2017 2 181 23,451 -7 481 -11 420 -2 369
Second quarter of 2017 6,041 25,359 -7 351 -i 670 -2 297
First quarter of 2017 13,089 32,904 -7 220 -10 582 -2 013
Q4 2016 8,692 26 257 -6 287 -i 594 -1 684
Q3 2016 4,873 21,046 -5 511 -8 775 -1 886
Second quarter of 2016 5,956 22,396 -5 761 -i 113 -1,566
First quarter of 2016 5,425 20,632 -6 465 -7 593 -1 148
Q4 2015 12,416 29 221 -7 582 -7 784 -1,439
Q3 2015 12,901 31,681 -10 072 -7 372 -1 336
Second quarter of 2015 21,019 43,861 -i 252 -11 818 -1 772
First quarter of 2015 22,051 44,428 -10 519 -10 771 -1,087
IV quarter of 2014 13,399 40,865 -11 846 -13 872 -1,748
Q3 2014 14,798 49,743 -15 454 -17,040 -2 451
Second quarter of 2014 17,539 51,362 -13,990 -18,000 -1 833
First quarter of 2014 11 118 47 147 -13,900 -19,964 -2 166
IV quarter of 2013 7,782 45,773 -14,964 -20 341 -2 687
Q3 2013 9,087 48 163 -16,489 -20 540 -2,047
Second quarter of 2013 6,435 42 215 -13 336 -20 084 -2 359
First quarter of 2013 13,082 44,464 -13 201 -16 348 -1 833
IV quarter of 2012 11 136 45,059 -13 246 -19 032 -1 644
Q3 2012 13,407 42,938 -12 375 -15 219 -1 937
Second quarter of 2012 20,269 48,975 -i 986 -17 308 -1 412
First quarter of 2012 27,774 55,764 -10 752 -16 224 -1,014
IV quarter of 2011 26,409 52,695 -i 493 -15 454 -1 338
Q3 2011 24,369 49,928 -8 829 -15 615 -1 117
Second quarter of 2011 26,497 50 815 -7 410 -15 358 -1,550
First quarter of 2011 19,634 43,779 -7 229 -14,999 -1 917
IV quarter of 2010 11,917 35,676 -8 337 -13 664 -1 758
Q3 2010 10 227 31,908 -7 270 -12 858 -1 553
Second quarter of 2010 20,818 37,675 -5 230 -10 299 -1 328
First quarter of 2010 25,644 43,665 -5 053 -11 449 -1 519
IV quarter of 2009 18,592 35,930 -4 950 -11 200 -1 188
Q3 2009 14,432 31,572 -4 413 -11 257 -1,470
Second quarter of 2009 8,553 22,016 -3 756 -8 402 -1 305
First quarter of 2009 8,042 21,624 -4 212 -7 800 -1,569
IV quarter of 2008 13,730 27,051 -4 106 -7 637 -1,578
Q3 2008 23,391 46,543 -5 583 -15 824 -1 746
Second quarter of 2008 32,807 51,587 -5 215 -11 858 -1 707
First quarter of 2008 31,238 49,986 -5 013 -11 833 -1 903
IV quarter of 2007 23,782 37,777 -5 106 -6 953 -1 936
Q3 2007 15,538 29,043 -4 159 -7 920 -1,426
Second quarter of 2007 17,335 29 196 -3,584 -7 033 -1 244
First quarter of 2007 16 311 26,964 -3 409 -6 347 – 897
IV quarter of 2006 17,507 28 124 -3 354 -6 339 – 925
Q3 2006 25 223 36,575 -2 783 -7 719 – 849
Second quarter of 2006 25,492 36,714 -2 163 -8 728 – 331
First quarter of 2006 27,948 36,300 -2,084 -5 883 – 385
IV quarter of 2005 23,790 32,420 -3 209 -4 855 – 566
Q3 2005 18,716 29,763 -3 429 -7 241 – 376
Second quarter of 2005 23,544 29,733 -2 342 -3 532 – 315
First quarter of 2005 21 259 25,840 -2,445 -1 844 – 292
IV quarter of 2004 19,015 23,569 -2 766 -1,595 – 194
Q3 2004 16,030 21,652 -3 250 -2,032 – 339
Second quarter of 2004 13 195 19,423 -2,468 -3,414 – 346
First quarter of 2004 10,829 17,512 -2 629 -3,990 – 63
IV quarter of 2003 8,095 14,491 -2 641 -3 776 21
Q3 2003 8 220 13,480 -2 777 -2,370 – 113
Second quarter of 2003 7,641 12,220 -1 617 -2 830 – 132
First quarter of 2003 11,038 15,596 -1 933 -2,437 – 188
IV quarter of 2002 7 129 11 128 -2 192 -1 639 – 169
III quarter of 2002 7 802 11,580 -2 339 -1,428 – 11
Second quarter of 2002 7,379 10,851 -2,019 -1 179 – 274
First quarter of 2002 5,907 9,775 -2 279 -1 308 – 281
IV quarter of 2001 5,933 7,919 -1 649 – 40 – 298
III quarter of 2001 8 501 11,763 -2,487 – 572 – 204
Second quarter of 2001 8,879 12,019 -2,029 – 956 – 154
First quarter of 2001 10,582 13,969 -1,787 -1 402 – 199
IV quarter of 2000 12,240 14,661 -1 118 -1 254 – 49
III quarter of 2000 11,733 14,870 -1,568 -1,549 – 21
Second quarter of 2000 11,600 14,524 -1 180 -1 844 100
First quarter of 2000 11,412 14 204 -1,088 -1,768 64
IV quarter of 1999 8,982 11,419 – 810 -1 868 241
III quarter of 1999 5,424 7,944 – 701 -2,078 259
Second quarter of 1999 4,018 6,250 – 441 -1 911 121
First quarter of 1999 3,567 6 193 – 533 -2,046 – 47
IV quarter of 1998 5 213 8,568 – 495 -2 815 – 44
III quarter of 1998 1,033 5 101 – 907 -3 140 – 22
Second quarter of 1998 -3 661 1,069 -1 382 -3 224 – 123
First quarter of 1998 -3 886 487 -1,405 -2 803 – 165
IV quarter of 1997 – 729 3 188 -1 533 -2 223 – 161
III quarter of 1997 -1 696 2 253 -1 727 -2 108 – 114
Second quarter of 1997 – 662 2,817 -1 214 -2 193 – 72
First quarter of 1997 1,934 5,814 -1,573 -2 324 18
IV quarter of 1996 4 202 7,364 -1 174 -2,045 58
III quarter of 1996 1,289 3,932 -1 243 -1,437 37
Second quarter of 1996 1,554 4 241 -1 381 -1 264 – 42
First quarter of 1996 1,440 4,296 -1 738 -1 101 – 17
IV quarter of 1995 1,291 4,264 -2 206 – 798 31
III quarter of 1995 – 140 4,819 -3 348 -1,570 – 40
Second quarter of 1995 3 141 5 902 -2 216 – 610 65
First quarter of 1995 3,888 6,012 -1,534 – 692 104
IV quarter of 1994 1,796 4,506 -1 845 – 790 – 75
III quarter of 1994 3,788 5,864 -1,438 – 605 – 33
Second quarter of 1994 2,250 5 195 -2 326 – 551 – 68
First quarter of 1994 839 2,665 -1 394 – 383 – 48

Financial news: Main aggregates of the current account of the balance of payments of the Russian Federation with seasonal adjustment

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

CategoriesCentral Bank of Russia, Economics, MIL-OSI, Russia, Russian Federation, Russian Finance, Russian Language, Central Bank of Russia

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Q3 2025 108,848 74,767 12 173 23,677 6,768 11,620 3,086 4,910
Q2 2025 102,866 75,633 12 110 23,627 6 205 11,523 3,090 4,807
Q1 2025 102,470 72,926 11 138 21,878 5,426 12,471 3,421 4,501
Q4 2024 107 306 78,014 10,525 20,820 5 811 11,743 2,878 4 120
Q3 2024 109,652 77,523 10,877 20,769 5,934 14 175 2,969 3,527
Q2 2024 108,714 72,085 10 117 18,958 5,960 12,454 2,810 3,786
Q1 2024 107 911 73,467 11,435 20,666 7,066 13 212 2,980 3,819
Q4 2023 99 819 69,751 10,345 18,752 7,058 15,050 2,981 6,869
Q3 2023 109,704 74,891 i 602 18,591 7,558 13 192 2,574 4 233
Q2 2023 105,474 78,017 10,393 19,730 10,437 16,048 2,806 4 232
Q1 2023 110 409 81,556 10,424 19,965 9,440 18,996 2,977 5,053
Q4 2022 133,400 74,758 11,546 18,486 9,799 21 101 2,998 5 303
Q3 2022 142,542 68 246 11,294 17,096 i 351 23,062 3 291 5 196
Q2 2022 154,501 57,419 11,230 15,597 9,971 18,255 2,428 5,379
Q1 2022 163,613 76,470 15,355 20,313 10,061 27,186 3 281 4,525
Q4 2021 142,988 78 160 15,528 20 102 26,390 39,517 3,982 4,836
Q3 2021 133,000 76 751 13,859 19,685 23,474 31,060 3,605 4,900
Q2 2021 116,431 76 262 13 108 18,280 16,626 27,717 3,721 4,798
Q1 2021 98,741 69 282 12,762 16,996 14,496 22,662 2,947 4,757
Q4 2020 88 201 64 222 11,953 15,685 11,983 22,624 3,026 4,480
Q3 2020 79,508 59,364 10,491 13,845 11 241 19 147 3,367 5,029
Q2 2020 71,424 54,490 10,296 13,087 10,573 18,294 3 309 5 279
Q1 2020 94,410 62,074 15,361 22,868 10,896 18 139 3,835 4,960
Q4 2019 104,599 65,530 14,864 25,955 13,327 27,845 3 601 7,942
Q3 2019 103,974 63,830 15,976 24,903 13,306 25,170 3,800 5,413
Q2 2019 102,768 62,411 15,577 23,755 14,722 27,878 3,749 5 133
First quarter of 2019 108,536 61,852 15,519 23,650 12,612 24,694 3,436 6 155
Q4 2018 114,568 59,980 15,660 23,449 12 162 21,069 3,057 5,503
Q3 2018 111,507 61,078 16,854 23,056 14,897 23,893 3 132 5 143
Q2 2018 109,968 63,862 16,447 23,775 11,714 23,950 3 113 5 234
First quarter of 2018 107,385 64,553 15,594 24,677 14,079 24,505 3,010 5,369
Q4 2017 95,384 62,325 14,772 23,619 12,789 23,267 2,857 5,365
Q3 2017 85 197 61,746 14,699 22 179 11,641 23,061 2,843 5 212
Second quarter of 2017 84,460 59 101 14,486 21,837 11,200 20,870 2,446 4,743
First quarter of 2017 87 293 54,389 13,798 21,018 10,812 21,394 2,391 4,404
Q4 2016 77 175 50,918 13 217 19,503 11,463 21,057 2,312 3,996
Q3 2016 71,572 50,526 13,053 18,565 i 855 18,630 2,051 3,937
Second quarter of 2016 68,230 45,834 12,432 18 194 i 399 18,511 2 190 3,756
First quarter of 2016 63,934 43 302 11,818 18,283 9,626 17 219 2,031 3,180
Q4 2015 75,968 46,747 12,908 20,491 8,921 16,705 2,336 3,775
Q3 2015 79,434 47,753 12,328 22,400 9,969 17,340 2,485 3,821
Second quarter of 2015 91 805 47,944 12,833 22,084 8,593 20,411 2,493 4,266
First quarter of 2015 95,390 50,962 13,560 24,079 9,732 20,504 2,702 3,789
IV quarter of 2014 109 172 68 307 14,643 26,489 10,292 24,165 4 184 5,932
Q3 2014 126,837 77,094 16,699 32 153 12,160 29,200 4 181 6,632
Second quarter of 2014 132 306 80,943 16,972 30,962 12,028 30,027 4,670 6,503
First quarter of 2014 129,875 82,728 17,443 31,343 11,960 31,924 4,511 6,676
IV quarter of 2013 131 137 85,363 17,703 32,666 11,431 31,771 4 196 6,883
Q3 2013 131,918 83,756 17 223 33,713 10,712 31 252 4,613 6,660
Second quarter of 2013 126,907 84,692 17,472 30 809 9,939 30,023 4 144 6,503
First quarter of 2013 132,009 87,545 17,571 30,772 12,021 28,369 4,547 6,380
IV quarter of 2012 131,913 86,854 16,350 29,596 11,592 30,625 4,376 6,021
Q3 2012 126,440 83,502 15,635 28,010 13,283 28,502 4,010 5,946
Second quarter of 2012 130,918 81,943 15,332 25,318 10,483 27,791 4,042 5,454
First quarter of 2012 138,572 82 808 14,901 25,653 12 309 28,533 4 146 5 160
IV quarter of 2011 133,947 81 252 14,839 24,332 10 189 25,643 3,876 5 215
Q3 2011 129,593 79,665 15 202 24,031 10,014 25,628 3,823 4,940
Second quarter of 2011 132,965 82 150 14,571 21,981 10,617 25,975 3,299 4,849
First quarter of 2011 118 117 74,338 13,400 20,629 11 139 26 138 2,700 4,617
IV quarter of 2010 105,513 69,837 12,692 21,030 9,830 23,494 2,355 4 113
Q3 2010 96,612 64,704 12 222 19,492 9,418 22,275 1,831 3,384
Second quarter of 2010 94,797 57 123 12,042 17,272 10 147 20,447 1,652 2,979
First quarter of 2010 95 279 51,614 12,076 17 129 7,941 19,390 1,370 2,889
IV quarter of 2009 86,937 51,006 12 252 17 203 8 831 20,031 1,876 3,064
Q3 2009 78 208 46,637 11,685 16,098 7,891 19 148 1,477 2,947
Second quarter of 2009 64,797 42,781 11 197 14,953 8,540 16,942 1,467 2,772
First quarter of 2009 63,969 42,346 10,760 14,972 9,428 17,228 1,517 3,086
IV quarter of 2008 90 229 63 178 14,099 18 205 13 114 20,751 1,486 3,063
Q3 2008 129 121 82,577 15,290 20,873 16,065 31,889 1,997 3,744
Second quarter of 2008 127,625 76,038 14,538 19,754 17,004 28,862 2,046 3,753
First quarter of 2008 117 298 67 312 13,349 18,362 14,905 26,737 1,716 3,618
IV quarter of 2007 99 931 62 155 12,405 17,511 13,940 20,893 1,534 3,470
Q3 2007 86,722 57,679 11,260 15,419 10,367 18,287 1,655 3,081
Second quarter of 2007 82,577 53,381 10,391 13,976 11,941 18,974 1,557 2 801
First quarter of 2007 75,000 48,036 9,934 13,343 I 245 15,592 1,453 2,350
IV quarter of 2006 74 189 46,064 9,498 12,852 9,025 15,364 1,451 2,376
Q3 2006 78,408 41,833 i 173 11,956 9,867 17,587 1,303 2 152
Second quarter of 2006 75,926 39 212 8,683 10,846 5,436 14 164 1,379 1,710
First quarter of 2006 70,864 34,564 8 292 10,376 5,348 11 231 1 129 1,514
IV quarter of 2005 66,065 33,645 7,877 11,086 5 233 10,088 936 1,502
Q3 2005 61,720 31,958 7 293 10,721 2,558 9,799 1,050 1,427
Second quarter of 2005 58,949 29 217 7,023 9,365 5 104 8,636 952 1,267
First quarter of 2005 54,093 28 253 6,607 9,053 5,872 7,716 986 1,278
IV quarter of 2004 49,335 25,766 6 147 8,914 6,021 7,615 1,034 1 228
Q3 2004 45,786 24 134 5,983 I 234 4,463 6,494 777 1 116
Second quarter of 2004 41,898 22,475 5,570 8,038 -41 3,373 725 1,070
First quarter of 2004 38,834 21,322 5 249 7,878 3,336 7,326 761 824
IV quarter of 2003 33,921 19,430 5,013 7,654 3,290 7,066 845 824
Q3 2003 32,287 18,807 4,657 7,434 3,697 6,067 638 751
Second quarter of 2003 29,923 17,703 4,494 6 111 2,983 5,814 552 684
First quarter of 2003 32,611 17,014 4,285 6 218 2,660 5,097 441 629
IV quarter of 2002 26,824 15,696 4,056 6,247 1,963 3,602 356 524
III quarter of 2002 26,813 15 232 3,889 6 228 1,809 3 237 556 567
Second quarter of 2002 25,075 14 223 3,654 5,673 1,482 2,661 257 530
First quarter of 2002 22,774 12,999 3,468 5,746 1,316 2,623 190 471
IV quarter of 2001 21,506 13,587 3,317 4,966 2,625 2,664 156 453
III quarter of 2001 24,538 12,775 3 223 5,709 1,997 2,569 169 372
Second quarter of 2001 25 130 13 111 3 144 5 173 1,800 2,756 188 342
First quarter of 2001 25,594 11,624 3,039 4,826 1,458 2,861 189 387
IV quarter of 2000 26 146 11,486 2,927 4,045 1,466 2,720 153 202
III quarter of 2000 25,492 10,621 2,871 4,439 1,283 2,832 171 192
Second quarter of 2000 24,290 9,766 2,737 3,917 1,050 2,894 256 156
First quarter of 2000 24,299 10,095 2,774 3,863 1 134 2,902 251 188
IV quarter of 1999 20,675 I 256 2,838 3,648 928 2,796 377 136
III quarter of 1999 17,074 I’m 130 2,693 3,394 814 2,892 408 149
Second quarter of 1999 15,977 9,727 2,771 3 212 997 2,909 279 158
First quarter of 1999 15 351 I 158 2,712 3,245 984 3,031 93 140
IV quarter of 1998 16,932 8,364 2,784 3,280 864 3,680 75 119
III quarter of 1998 18,738 13,637 3,043 3,950 1 100 4,239 67 89
Second quarter of 1998 18,692 17,624 3,225 4,607 1 163 4,387 84 207
First quarter of 1998 19,436 18,949 3,405 4,810 1,073 3,876 84 249
IV quarter of 1997 22,336 19 147 3,610 5 143 1 195 3,419 69 231
III quarter of 1997 21,073 18,820 3,495 5 222 1 197 3,305 110 224
Second quarter of 1997 20,324 17,507 3,456 4,670 997 3 190 90 162
First quarter of 1997 21,964 16 150 3,390 4,963 1,024 3,348 158 140
IV quarter of 1996 23,069 15,706 3,224 4,398 998 3,043 233 175
III quarter of 1996 21,297 17,365 3,358 4 601 985 2,422 172 135
Second quarter of 1996 21,748 17,507 3,288 4,669 1,080 2,344 157 200
First quarter of 1996 21,600 17,304 3,341 5,078 1,028 2 129 173 191
IV quarter of 1995 21,003 16,739 3 221 5,427 1 223 2,021 209 178
III quarter of 1995 20,556 15,737 2,230 5,578 960 2,531 194 234
Second quarter of 1995 20,406 14,504 2,738 4,954 947 1,557 245 179
First quarter of 1995 19,731 13,719 2,478 4,012 930 1,622 244 141
IV quarter of 1994 17,099 12,594 2,268 4 113 737 1,527 64 140
III quarter of 1994 18,078 12 215 2 171 3,609 805 1,411 81 114
Second quarter of 1994 16,987 11,792 2,028 4,354 758 1,309 85 153
First quarter of 1994 14 139 11,474 1,895 3,290 789 1 172 85 134

Financial news: Budget payments in digital rubles will be commission-free for everyone.

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

Bank of Russia made a decision establish zero commissions for transactions from digital ruble accounts of citizens and companies in favor of the state. Thesetariffs will come into force on January 1, 2026.

Importantly, access to these operations will be available only to pilot participants for now. After September 1, 2026, major banks will be required to provide everyone with the ability to open digital ruble wallets and manage their balances, including making budget payments using digital rubles.

Let us remember thatpreviouslyThe regulator has decided to extend the grace period (no commissions) for all other business transactions involving digital rubles until the end of 2026. For citizens, payments and transfers using the digital national currency are free at all times.

Preview photo: SERGEI ILNITSKY / EPA / TASS

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: Investors will be able to receive income on Belarusian Eurobonds through Russian infrastructure.

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

In 2026, holders of the Republic of Belarus's Eurobonds will be able to receive coupon income and present their securities for redemption. The Bank of Russia has extended the term such a mechanism.

In addition, Eurobonds can be replaced by government securities of the Republic of Belarus.

Also is preservedThe ability to receive payments on Eurobonds of the Development Bank of the Republic of Belarus (ISIN XS1904731129 or US25161EАА91) through the Russian infrastructure. Investors will be able to redeem them if necessary.

Thanks to these measures, payments on securities and the replacement of Eurobonds will take place without going through foreign accounting institutions.

Preview photo: cetin34 / Shutterstock / Fotodom

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: Clarifications: Reporting Form 0409264 "Information on Electronic Payment Instruments and Transactions Using Them"

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

Updated: December 21, 2023

The clarification regarding a unique (non-repeating) record concerns the data aggregation (grouping) rule. Subsection 1.1 does not require the presentation of information about each individual electronic payment instrument, unless it is the only electronic payment instrument with a set of codes in columns 2B8 that differs from all other sets of codes entered for other electronic payment instruments.

Data aggregation is performed based on the sets of codes specified in columns 2-8 for each individual EPI. This requirement means that electronic payment instruments with identical characteristics, i.e., for which the code values in columns 2-8 are identical, are "collapsed" into a single report row, while the quantitative values entered for columns 9, 10, or 11 are summed.

The form of technical implementation of the specified procedures in the software is at the discretion of the reporting credit institution.

EXAMPLE:

The reporting company issued a total of 8 electronic payment instruments:

Two Mir credit cards were issued to individuals located in the Ryazan region. The payment cards were issued to clients. Both cards were valid as of the reporting date and opened during the reporting quarter. The first card was used for transactions during the reporting quarter, while the second card was not used for any transactions (Clients 1 and 2). One Mir debit card was issued to a trading company located in the Belgorod region. The card was issued to a company representative. During the reporting quarter, the company representative made purchases using this card. As of the reporting date, the company closed the card. (Client 3) Five Internet Wallets. Three of the wallets are non-personalized ESPs, without identification, and two are personalized ESPs, with full identification. The holders of the personalized ESPs are located in the Pskov region. All wallets are active as of the reporting date, with two clients opening them during the reporting quarter. All ESPs were used for payments at retail and service establishments during the reporting quarter (clients 4-8).

For the specified ESPs, the following codes are filled in columns 2-8 and values in columns 9-11 during the report preparation process:

  Column 2 Column 3 Column 4 Column 5 Column 6 Column 7 Column 8 Column 9 Column 10 Column 11
Client 1 3 61000 2   1 8002 MIR (NSPK) 1 1 1
Client 2 3 61000 2   1 8002 MIR (NSPK) 1   1
Client 3 1 14000 1   1 8002 MIR (NSPK)   1  
Client 4 3   4 3 8418 Internet wallet 1 1  
Client 5 3   4 3 8418 Internet wallet 1 1  
Client 6 3   4 3 8418 Internet wallet 1 1  
Client 7 3 58000 4 1 8418 Internet wallet 1 1  
Client 8 3 58000 4 1 8418 Internet wallet 1 1  

Based on the data presented, the set of codes in columns 2-8 is the same for the following groups of ESP clients:

for ESP clients 1 and 2 for ESP clients 4, 5, 6 for ESP clients 7 and 8

Based on the results of data aggregation (grouping), the following information should be presented in the report:

Line number Column 2 Column 3 Column 4 Column 5 Column 6 Column 7 Column 8 Column 9 Column 10 Column 11
1 3 61000 2   1 8002 MIR (NSPK) 2 1 2
2 1 14000 1   1 8002 MIR (NSPK)   1  
3 3   4 3 8418 Internet wallet 3 3  
4 3 58000 4 1 8418 Internet wallet 2 2  

A similar aggregation principle applies to Subsection 1.2, Section 2, Subsection 3.1 and Section 4 of the report.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: New Rules for Investors to Purchase Digital Financial Assets

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

Happy New Year the gradation changes digital financial assets (DFAs) that are available to qualified and non-qualified investors.

Non-qualified investors will be able to freely acquire the most popular digital financial assets, whose payouts are not dependent on any variable indicators, but only if they demonstrate high credit quality. These digital financial assets also include debt assets.

This category of investors will also have access to digital financial assets (DFAs) with returns up to 600,000 rubles, which vary based on the dynamics of clear indicators such as inflation, the key rate, and the price of precious metals or stocks. These instruments must also have a high credit rating. Some of them must also offer capital protection, meaning they offer a return on the initial investment.

At the same time, the procedure for calculating the annual limit is changing: if the digital rights are redeemed or sold within a year, the owner has the right to purchase additional digital financial assets with the proceeds.

Acceptable rating levels for digital financial assets or their issuers will be established by a decision of the Board of Directors of the Bank of Russia.

Digital financial assets with increased risks are permitted for purchase by retail investors only with “qualified” status.

Legal entities will be able to acquire digital rights with virtually no restrictions. An exception will be digital financial assets linked to securities, which are intended only for "quals."

Preview photo: Who is Danny / Shutterstock / Fotodom

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: Validation Schemas for the DRAFT7 JSON Service File for the Bank of Russia XBRL Taxonomy Version 7.1

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

To optimize the collection and processing of granular (detailed) data, the Bank of Russia is offering the option to use the new XBRL-CSV specification for preparing and submitting reporting data to the Bank of Russia. This specification enables the collection of detailed data within the collection model structure provided by the XBRL taxonomy, significantly reducing the file size of the transmitted data.

If the size of the zip archive containing the XBRL report exceeds 2000 MB, the report can be generated in XBRL-CSV format and submitted to the Bank of Russia at the following entry points:

For the Bank of Russia XBRL taxonomy version 7.1:

for NPF: ep_nso_npf_y_90d_reestr_0420257; for PURCB: ep_nso_purcb_m_q_y_10rd_reestr_0420417.

For the Bank of Russia XBRL taxonomy version 6.1:

for NPF: ep_nso_npf_y_90d_reestr_0420257; for PURC: ep_nso_purcb_m_q_y_10rd_reestr_0420417; for BKI: ep_nso_bki_q_y_15rd_reestr_0420755.

Submission of reports in XBRL-CSV format is possible starting from the reporting date of April 30, 2021.

If you have any questions about reporting in XBRL-CSV format, please send them to svch_sbrlnelp@kbr.ru, indicating “Report structure in XBRL-CSV format” in the subject line.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: Example of XBRL-CSV reporting packages for the Bank of Russia XBRL taxonomy version 7.1

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

To optimize the collection and processing of granular (detailed) data, the Bank of Russia offers the option to use the new XBRL-CSV specification for preparing and submitting reporting data to the Bank of Russia. This specification enables the collection of detailed data within the collection model structure provided by the XBRL taxonomy, significantly reducing the file size of the transmitted data.

If the size of the zip archive containing the XBRL report exceeds 2000 MB, the report can be generated in XBRL-CSV format and submitted to the Bank of Russia at the following entry points:

For the Bank of Russia XBRL taxonomy version 7.1:

for NPF: ep_nso_npf_y_90d_reestr_0420257; for PURCB: ep_nso_purcb_m_q_y_10rd_reestr_0420417.

For the Bank of Russia XBRL taxonomy version 6.1:

for NPF: ep_nso_npf_y_90d_reestr_0420257; for PURC: ep_nso_purcb_m_q_y_10rd_reestr_0420417; for BKI: ep_nso_bki_q_y_15rd_reestr_0420755.

Submission of reports in XBRL-CSV format is possible starting from the reporting date of April 30, 2021.

If you have any questions about reporting in XBRL-CSV format, please send them to svch_sbrlnelp@kbr.ru, indicating “Report structure in XBRL-CSV format” in the subject line.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: Alla Bakina's Interview with TASS

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

There's enough room for all payment instruments in Russia.

Russia's digital financial infrastructure is developing rapidly, and market interest in implementing innovative solutions remains high, with the number of payment instruments constantly growing. Alla Bakina, Director of the Bank of Russia's National Payment System Department, spoke to TASS about this, whether an alternative to the Mir payment system will soon appear in Russia, and how the NSPK might be privatized.

– Alla Stanislavovna, in September the Central Bank published an advisory report on the National Digital Infrastructure (NCI). Has the regulator already received feedback from market participants?

"We've already received a lot of feedback. Market participants have asked for more time to provide feedback and are still sending us comments and suggestions. So, we're still processing the information and will definitely share the results when the time is right."

The document covers significantly more than just the payments agenda. It addresses the national digital infrastructure as a whole, including payments and other components such as data exchange and identification. All of these are interconnected. We outlined our vision for these three components and decided to discuss it with the market to align our views.

In this report, the Bank of Russia began discussing options for the future of the NSPK with market participants. Which option is the regulator ultimately leaning toward?

The National Payment Card System (NSPK) was created over 10 years ago, when international payment systems dominated our market. They held 98.5% of the market, essentially the entire market. To ensure the sovereignty of our payments space, it was essential to create a Russian operator. The NSPK became this operator. Furthermore, it was subsequently entrusted with the functions of the operations and clearing center for one of the Bank of Russia's services, the Faster Payments System. Throughout this time, it was crucial for us to maintain complete control over the NSPK, as every component of it was critical to the entire national infrastructure. Now the market structure has changed, and we are ready to discuss with its representatives the possibility of their participation in the management and development of the National Payment Card System's services.

Of course, critical infrastructure elements essential for the uninterrupted and independent nature of payments must remain under the control of the Bank of Russia. We are discussing the possibility of transferring product and service components to the market, where this will be most effective. We are prepared to engage in dialogue with the market; some options are presented in our report, but we are also open to considering other scenarios. Based on the discussions, we will plan our next steps.

It's difficult to discuss timelines yet. Neither Russian nor international practice has seen any instances of the transfer of national infrastructure components from the state to market participants. This will impact the entire payments market, so it's important to thoroughly discuss all aspects in advance, including the form of transfer and the consequences. This must be done on transparent terms for all market participants. This is our fundamental position. Furthermore, the equal accessibility of the national payment infrastructure with non-discriminatory terms must be maintained.

The Central Bank noted that it allows for the possibility of privatizing other elements of the digital infrastructure. What is this all about?

The NSPK report cites it as one of the elements of the National Digital Infrastructure for assessing this feasibility. Regarding the other elements, we are currently awaiting market input. We also proposed discussing with the market the criteria by which decisions will be made on the regulator's participation in creating components of the financial market's digital infrastructure. This doesn't mean a "sale is open."

In our opinion, it's more appropriate, more practical, and more systematic for the state to create infrastructure components for critically important criteria. If the market can independently ensure these conditions and criteria, then there's nothing wrong with having the market do so.

In its report, the regulator cites the inability of participants to agree on equitable access to infrastructure as a risk. What conclusions did the Central Bank draw from the QR code payment issue, when not all market participants were willing to take this path?

The universal QR code isn't the only example where reaching an agreement was difficult, not with the market as a whole, but with individual players. And we've gone through those stages. Today, the payments industry faces a huge number of challenges, including its transformation, sanctions, and the fight against fraud. There's simply no time to sort things out. Finding a balance between the interests of all players, listening to and accepting not only one's own point of view, is challenging, but we, for our part, are trying to create the conditions for such dialogue. For this purpose, among other things, we have created the NSPK Participants and Users Council, where a wide range of NSPK development issues are discussed.

Another platform is the Advisory Council for the Development of Payment and Settlement Infrastructure under the Governor of the Bank of Russia. Here, all arguments for and against any decisions or proposals can be voiced. This council includes executive authorities, various associations, parliamentary representatives, and market participants. A working group is currently being formed to develop initiatives for the development of the NCI. This was, among other things, a request from market participants.

Market participants have once again begun discussing the creation of yet another competitor to the NSPK, as announced at Finopolis in October. Are these any substantive discussions yet?

"So far, no one has had such a substantive discussion with us as the regulator. There's been talk for years about creating an alternative to the Mir payment system, but nothing has been done. It's important to understand that the NSPK isn't the only payment system operating in the market. Yes, it's a national infrastructure, but it's not the only one. We currently have 28 payment systems in our registry. We don't prohibit anyone from operating in this market under the same rules. That's what competition is. And if there's a need and desire to create a new payment system, go ahead and register it."

It is important for the regulator that it operates in accordance with legal requirements, that its rules and objectives are clear, and that all participants, not just large banks, can join this payment system on equal terms.

When creating a payment system, the economic aspect is important. Does the market need a second national payment card infrastructure? If we compete at the infrastructure level (if the word "competition" is appropriate here), we must understand that the costs will be colossal. I hope market participants also understand and appreciate this. But if we're talking about different payment systems in terms of product and service offerings, it's important that there aren't just many of them, but that they be diverse and interoperable.

After all, people don't care about the sign; they care about being able to pay anywhere, in any store, using a convenient method. It's no wonder the entire market, including the largest players, say that the key element around which development strategies are built today is people. One of the most popular terms right now is "human-centricity."

We're open to discussion. We have a registration procedure for payment systems, legal requirements for them, and a system for overseeing their activities. When market participants decide to do so, they're welcome!

– The Central Bank identified a decline in market participants' motivation to create innovative solutions as one of the risks to the national digital infrastructure. Are there any signs of this among Russian market participants, or does the "thirst for innovation" remain high?

"If we look at the payments market alone, we certainly can't talk about a decline in motivation. We see that players' interest in implementing and developing innovative solutions remains high. This is evident in our everyday lives. Just think how rare a QR code was just five years ago, but now it's almost ubiquitous. Biometrics is rapidly developing. Major banks are entering the market with pay services, one after another."

But there's another side to the coin: anything new carries risks for those implementing it. Many hypotheses are tested in practice, because until you try something, you won't know whether it will work. Furthermore, this is a capital-intensive activity that requires significant expenditure. But with implementation and use, the effect is achieved over the medium term. This is, in fact, the reason all these innovations are being pursued. To summarize, the main reason market participants innovate is, of course, competition for customers. And the Bank of Russia, as a regulator, places particular emphasis on competition on fair and equal terms.

– So, the more players there are in this market, the better?

Yes, it's important to have multiple players. They can vary in size, tools and services, and scope of activity. This is one of the reasons why a new player will emerge in this market – non-bank payment service providers (NBPs). Such companies are widely represented abroad; they are called PSPs (Payment Service Providers). They are not banks. These are participants who will only have a payment license, or what we call a "light" payment license. At the same time, they, like banks, must comply with information security requirements, Federal Law No. 115, management requirements, qualifications, capital requirements, and so on. But the scope of these requirements is proportional to the scale of their operations, because the risks are different.

We expect that the legal framework for this institution will be in place soon—in the first half of 2026. Fintechs and other companies are showing great interest in this type of activity. We hope that the emergence of such participants will increase the accessibility of financial services and expand the range of innovative payment services. This will all stimulate competition and further market development.

– Are you concerned that the new player, the NPPU, might have some weaknesses, for example, in terms of cybersecurity, etc.?

"Here, all participants must follow uniform rules. As I've already mentioned, NPPUs will also be required to comply with information security requirements, which are established at the regulatory level. You can't enter the market and ignore them. All participants in our financial market are equal in these matters, regardless of their status, scale, size, and type of activity. Those who fail to comply will be subject to supervisory measures, including deprivation of the right to engage in their activities."

– How will the emergence of new market participants change the landscape of cashless payments?

New players will be able to introduce a more diverse range of payment services to the market more quickly. Currently, there are fintechs and other market participants offering solutions, but they can only do so through banks, being somewhat dependent on them. If a bank is interested in a fintech's solution, it will promote it. If not, the fintech will wait in line or look for a bank willing and able to work with it. The NPPU will have the opportunity to offer its solutions directly, without intermediaries.

– It turns out that the NPPU will take a piece of the pie from the banks?

"More likely, they'll engage in healthy competition. This doesn't mean they can't cooperate. Cooperation between banks and NPPUs will enable the creation of various solutions, including cross-border services. This is also a very useful approach."

– How is supervision of the NPU envisaged – through self-regulatory organizations (SROs)?

"In the initial stage, they will still be under our direct supervision. Yes, the SRO model works well in the financial market, but we need to understand how it will translate into the payments segment. We need to gain experience. We registered our first SRO in this sector quite recently, in early October of this year. As a reminder, this is an SRO for payment agents—companies through which citizens can pay for certain services, such as housing and communal services, mobile phone service, and so on.

Are there any applications from market participants wishing to be included in the NPU register? What kind of organizations are these? How many are there?

There's a lot of interest. Off the top of my head, we're in touch with several dozen organizations that would like to obtain this status. Besides fintechs, these include e-commerce companies, telecommunications companies, non-credit financial institutions, insurance companies, and others. But first, it's important to establish a legal framework for the full operation of the NPPU institution.

– Let's move on to cashless payments. What does the current market landscape look like, and how does the regulator see it in the medium term, say, by 2030?

The balance of payment methods is changing, and certain trends can be identified. This is primarily influenced by the payment behavior of individuals and businesses, which is shaped by the instruments offered by banks and other market participants.

For example, by the end of the third quarter, the share of payments using QR codes, biometrics, and other non-card payment instruments in total cashless payments amounted to over 14%. This is down from just a few percent recently. We expect this share to exceed 20-25% by 2030. This will be driven by the wider use of the digital ruble starting in September 2026. We estimate that within seven years, the digital ruble could account for up to 5% of payment volume. The potential emergence of other payment methods, such as those using AI—including various digital assistants and augmented reality—could also have a significant impact.

The balance of various non-cash payment methods will continue to change. It's already clear that the growth rate of card transactions is slowing. Comparing the figures for the third quarters of this year and last year, the decline was 3% and 6% in terms of number and volume, respectively. Nevertheless, there's room for all payment instruments. Our country is large, and everyone has their own preferences. Our goal is to ensure the range of instruments is diverse and meets the needs of different people.

It's clear that the share of cashless payments will continue to grow. It's already very high, so achieving each additional percentage point requires significant effort. In the first nine months of 2025, the share of cashless payments was 87.8%. These are huge numbers. In 2013–2014, it was less than 20%. We've made a colossal leap in just 10 years. I believe we'll exceed 90% by 2030.

– In your opinion, will cash and physical cards still be in demand by 2030?

Yes, there are people who prefer cash, and that's perfectly fine. Again, we offer a variety of tools, and people make their own choices. I think physical bank cards will remain, too. But there are already people who prefer virtual and tokenized cards, such as rings, bracelets, stickers, and so on.

– Which non-cash payment method do you see as the most popular in the medium term?

"I think it's QR codes and biometrics. The popularity of any given tool depends on the level of trust in it. Remember how few people trusted cards at first? As people gain increasing trust in biometrics, its use in the payment sector will expand. We're seeing the first steps now, although they're quite confident. Biometrics are already being used in transportation—and not just in Moscow. According to our data, several million people now regularly use biometrics, and up to 20 million payments are processed through bioacquiring monthly. This may not be significant on the scale of all cashless transactions, but it's still millions."

Banks and retailers play a major role in promoting biometrics, developing the infrastructure to accept payments this way. In Moscow and other major cities, many stores offer customers multiple payment options, including biometrics. Reliable protection of biometric data is crucial for trust. It is stored in the Unified Biometric System, a state-owned system. It is subject to the highest data protection standards and secure interactions.

– In terms of specific tools, how is the cross-border payments segment using QR codes developing?

"Essentially, the same principle applies here as with any other QR code payment. But to be able to pay by QR code abroad, it's important that QR systems in different countries be able to exchange payment information with banks. In other words, information exchange must be established. For obvious reasons, I can't name the countries and participants, but I can say that the work is ongoing and the number of participants is constantly growing."

Our banks and international partners are showing strong interest. QR codes are gaining popularity not only in our country, but also globally, especially in the Southeast Asian region. And, of course, many countries are interested in making it easier for tourists to pay for goods and services. QR codes are ideal for this. We're seeing the volume and number of transactions using them grow. We're talking hundreds of thousands of transactions.

– And from a security standpoint, since the transactions are carried out in a foreign country, can we say that it is safe, perhaps even safer than with cards?

"Yes, it's certainly safe; the standards are quite high. QR system operators operate within their own framework, adhering to all requirements for both data storage and transmission."

Another specific tool is the Faster Payments System. How will it develop further?

In January 2026, the Fast Payment System (FPS) will be seven years old. By international standards, this is very young, but in just seven years, the system has become the most popular payment service in our market. It is used by nearly 100 million people, representing virtually the entire economically active population of Russia. More than 200 banks and over 3 million legal entities and sole proprietors are members of the FPS.

In the first nine months of this year, more than 13 billion transactions worth almost 75 trillion rubles were processed through the Fast Payment System (FPS) across all services. This is a colossal volume, an increase of 50% compared to the previous period. And we continue to grow. People conduct the majority of their transfers through the FPS. The use of the FPS is also rapidly expanding for QR code payments, online payments, and government transactions, among other things. However, our goal is not to increase the FPS's turnover; it is important to us that people and businesses have a convenient, accessible, and secure tool. This also means lower costs for businesses, which is especially important.

We continue to develop additional features together with our participants. Our immediate plans include implementing a feature for replenishing your account with cash via any bank ATM. We also plan to expand online payment options for businesses. You've probably already heard about QR-presented payment methods—users generate their own QR code for payment and present it at the checkout, rather than scanning a store-generated one, as is currently the case. We plan to implement this feature soon.

Importantly, the Faster Payments System (FPS), in addition to payment functionality, is also being used to develop other services that ultimately result in payments. For example, a service for businesses that handles invoicing and payment. This speeds up settlements between companies and eliminates the need for paperwork. We believe that the Faster Payments System will continue to grow in the medium and even long term.

– Are there any payment instruments that haven't yet entered the Russian market but have great potential?

"It's not about the new tool itself and its implementation. We constantly monitor emerging global trends. The question isn't that we need something that doesn't yet exist. Rather, it's that each tool needs its own niche. For example, where a card or biometrics are good, AI assistants with payment functionality might be out of place."

Probably, any solution that exists in other countries is being researched, tested, or evaluated in our country. But I repeat – everything has its time, place, and need. Take, for example, the digital ruble. Few countries in the world are as prepared to work with a central bank digital currency as we are. We are a leader, and our digital national currency has great potential. Together with market participants, we are exploring and identifying areas where the digital ruble's potential could be best utilized. First and foremost, these are smart contracts. Secondly, budget payments, and thirdly, cross-border mechanisms.

– A somewhat provocative question. Are there any particularly successful cases that didn't work out?

There's no basis for saying there are examples of unsuccessful tools. Digitalization, in principle, leads to the gradual replacement of some tools with others. It's important for us to have a wide range of different tools and technologies that best address the needs and challenges of a given area or scenario. And using various metrics, we can assess how satisfied consumers and the market are with this.

The Key Development Directions for the National Payment System until 2027 define the level of payment service consumer satisfaction and the digitalization index of the national payment system as new KPIs. We have already approved the methodologies for calculating them. Starting next year, we will conduct measurements. We will assess customer satisfaction using various metrics, including the composition, range, and use of non-cash instruments, and how well these meet their needs and expectations.

It's important for us to see how these indicators change over time. Based on the results, we'll understand where to go next, where adjustments are needed, and where, perhaps, regulatory changes are needed. We'll definitely share the results. The data will be publicly available on our website. We plan to publish the indices for the first time in mid-2026.

Rita Shpilevskaya, TASS

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.

Financial News: "Money and Credit": Forecasts from central banks and the impact of the key rate on the debt burden.

Translation. Region: Russian Federation –

Source: Central Bank of Russia

An important disclaimer is at the bottom of this article.

The fourth one was published in 2025. number The Bank of Russia's scientific journal "Money and Credit." The authors of this issue examine how the debt burden is changing in various sectors of the Russian economy, propose new methods for assessing the deviation of GDP growth from potential, and construct macroeconomic forecasts based on central bank publications.

The debt burden channel is one of the important channels through which monetary policy influences the economy. However, the debt burden changes differently across different sectors following changes in the key rate. An analysis by Anna Pustovalova and her colleagues (Bank of Russia and Lomonosov Moscow State University) using Russian data shows, the debt burden of companies in the mining sector is most sensitive to the key rate hike. However, in the medium term, the debt burden level in most sectors remains unchanged in response to the key rate hike.

The deviation of GDP growth from potential, or the output gap, serves as a benchmark for assessing the economic situation, but this indicator itself cannot be measured directly. Ilya Zverev and Nadezhda Kislyak (Bank of Russia) offer Our own approach to assessing it based on 14 macroeconomic and financial indicators. The results obtained using this methodology for the period 2005–2022 allow us to better explain business cycle dynamics by analyzing the influence of individual factors. For example, in 2008, 2009, and 2020, external demand played a key role, while in 2022, domestic demand became the decisive factor.

Numerous studies show that the quality of forecasting macroeconomic indicators, such as inflation, can be improved by using text information—news, social media data, and other similar channels. Urmat Dzhunkeev (MDigital) offers A forecasting approach that incorporates sentiment indices of central bank publications (news, monetary policy decisions, etc.) into traditional econometric and neural network models. The author finds that traditional methods are more accurate in forecasting Russia's GDP, but a synthesis of model forecasts that incorporate sentiment indices of central bank publications yields higher accuracy in forecasting inflation.

Read these and other articles published in the Money and Credit magazine, No. 4 for 2025. on the magazine's website.

Please note: This information is raw content obtained directly from the source. It represents an accurate account of the source's assertions and does not necessarily reflect the position of MIL-OSI or its clients.