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2022 Sep 2;49(4):691–711. doi: 10.1007/s40812-022-00231-3

Table A1.

Input data for the regression analysis

Region Share of web sales in total retail sales. % (SWS – X1) Share of organizations engaged in web sales, % (SO – X2) Percentage of the population that purchases goods online (ages 15 to 74), % (SP – X3) Integral indicator of the socio-economic situation of the region (coefficient)
Central Federal District
Belgorod region 2.1 29.6 43.7 53.995
Bryansk region 1.3 15.9 33.3 35.002
Vladimir region 1.5 22.4 48.1 36.230
Voronezh region 2.4 19.3 42.0 53.969
Ivanovo region 2.0 18.0 33.2 27.019
Kaluga region 2.0 21.1 22.5 45.083
Kostroma region 2.1 14.5 38.8 25.093
Kursk region 1.6 13.4 33.8 40.808
Lipetsk region 2.3 17.0 27.5 46.552
Moscow region 6.2 28.3 59.3 71.350
Oryol region 2.1 16.4 25.7 27.929
Ryazan region 1.3 17.9 26.6 37.312
Smolensk region 1.3 23.1 37.3 29.440
Tambov region 2.3 16.5 36.2 31.821
Tver region 1.8 16.7 35.2 34.476
Tula region 1.2 19.3 54.0 43.824
Yaroslavl region 1.3 20.9 37.4 39.469
Moscow 9.3 18.4 60.5 83.929
Northwestern Federal District
Republic of Karelia 1.4 18.9 37.6 24.784
Komi Republic 1.0 13.4 36.3 36.882
Arkhangelsk region 3.0 16.1 39.2 33.944
Arkhangelsk region without autonomous district 2.4 10.0 50.7 28.371
Vologda region 2.9 17.2 41.8 44.407
Kaliningrad region 1.4 15.3 34.9 41.812
Leningrad region 2.3 21.2 40.0 60.557
Murmansk region 1.5 15.1 50.9 47.386
Novgorod region 2.1 25.3 35.2 24.93
Pskov Oblast 1.1 17.9 35.5 23.547
Saint-Petersburg (city) 7.3 22.8 54.0 80.347
Southern Federal District
Republic of Adygea 2.6 18.1 16.7 26.842
Republic of Kalmykia 0.8 11.7 33.0 14.392
Republic of Crimea 2.4 10.6 27.3 39.986
Krasnodar Territory 2.9 17.6 30.1 58.291
Astrakhan Region 0.9 15.9 39.3 39.912
Volgograd region 2.6 13.2 35.1 43.633
Rostov region 2.8 17.6 43.5 54.407
Sevastopol city 7.8 10.1 52.4 29.189
North Caucasian Federal District
Republic of Dagestan 0.1 3.4 48.0 34.038
Republic of Ingushetia 0.1 8.9 28.6 18.931
Kabardino-Balkarian Republic 0.3 11.5 21.9 20.332
Karachay-Cherkessia Republic 0.6 9.0 22.7 16.16
Republic of North Ossetia Alania 0.5 10.3 29.8 18.633
Chechen Republic 0.0 6.5 26.2 27.855
Stavropol Territory 1.2 17.9 40.0 39.5
Volga Federal District
Republic of Bashkortostan 0.6 16.9 30.7 53.187
Republic of Mari El 1.9 16.2 27.8 24.876
Republic of Mordovia 1.1 12.8 28.2 29.054
Republic of Tatarstan 3.8 18.6 36.9 69.263
Republic of Udmurtia 1.4 15.0 40.5 36.57
Chuvash Republic 2.0 17.5 32.3 31.937
Perm Territory 2.4 24.7 37.2 50.063
Kirov region 2.3 14.5 43.2 30.954
Nizhny Novgorod region 3.9 20.7 46.0 55.4
Orenburg region 1.7 16.9 39.5 43.998
Penza region 1.3 15.7 35.0 33.478
Samara region 3.2 19.4 38.7 56.723
Saratov region 2.7 16.2 37.6 41.122
Ulyanovsk region 1.5 13.8 15.8 30.611
Ural Federal District
Kurgan region 1.7 13.5 25.4 23.553
Sverdlovsk region 4.1 21.5 40.8 62.167
Tyumen region 1.4 18.0 52.5 56.904
Khanty-Mansiysk Autonomous Area 1.4 19.1 60.8 74.782
Yamalo-Nenets Autonomous Okrug 1.4 14.6 71.9 65.34
Chelyabinsk region 2.8 21.5 45.5 51.997
Siberian Federal District
Republic of Altai 2.1 16.0 29.0 14.239
Republic of Tuva 1.4 6.2 27.9 12.235
Republic of Khakassia 0.7 16.3 22.7 20.043
Altai Territory 2.1 14.2 32.4 38.86
Krasnoyarsk Territory 2.0 14.5 27.8 58.379
Irkutsk region 1.3 15.3 35.2 47.139
Kemerovo region 1.3 17.5 25.6 39.446
Novosibirsk Region 8.0 18.9 34.8 46.426
Omsk region 2.5 14.6 36.8 42.138
Tomsk region 5.6 18.9 34.1 32.991
Far Eastern Federal District
Republic of Buryatia 0.5 12.1 40.9 24.367
Republic of Sakha (Yakutia) 2.0 11.4 36.8 40.635
Transbaikal Territory 0.9 14.6 19.4 26.885
Kamchatka Territory 1.7 10.7 43.0 25.394
Primorsky Territory 1.7 16.9 28.5 42.542
Khabarovsk Territory 1.6 14.4 32.1 38.955
Amur region 1.8 12.6 25.6 35.899
Magadan region 1.5 12.7 37.2 27.725
Sakhalin region 1.2 16.2 38.2 52.921
Jewish Autonomous Region 0.9 12.2 25.0 10.682
Chukotka Autonomous Area 0.0 9.6 43.6 21.798

Source: Formed by the authors based on Rosstat (2020, 2021) and RIA Reiting (2021)