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1 2 3 4 5 6 Tula Oblast 2.70 2.45 10.50 4.28 4.28 10.Tyumen Oblast 0.20 0.17 5.10 1.84 1.84 5.Udmurtia Republic 0.95 0.07 4.38 0.98 0.98 4.Ulyanovsk Oblast 1.60 0.06 9.38 0.88 1.60 9.Khabarovsk Krai 1.02 0.09 12.36 7.46 7.46 12.Chelyabinsk Oblast 7.56 6.66 5.64 0.46 7.56 5.Chita Oblast 7.10 6.26 3.76 1.62 7.10 1.Chuvash Republic 6.10 5.83 10.04 0.37 6.10 10.Chukotka autono10.26 10.09 13.06 13.06 10.mous okrug Yaroslavl Oblast 0.94 0.09 12.32 2.71 2.71 12.Table 2A-Results of Assessments of Remainder Growth Rates for the Period between 1999 and TFP TFP TFP (dual TFP (dual (Direct min max (Solow) method 1) method 2) method) 1 2 3 4 5 6 Russian Federation 6.21 0.30 3.29 0.30 6.Altay Krai 5.52 7.49 3.24 1.00 1.00 7.Amour Oblast 5.08 5.00 6.36 4.38 4.38 6.Arkhangel' Oblast 6.93 6.68 2.43 4.55 2.43 6.Astrakhan Oblast 7.70 8.06 5.62 5.62 8.Belgorod Oblast 5.91 4.89 5.44 0.99 0.99 5.Bryansk Oblast 3.50 3.39 0.27 0.03 0.27 3.Vladimir Oblast 5.52 4.35 2.05 4.99 2.05 5.Volgograd Oblast 4.87 6.18 3.21 2.17 3.21 6.Vologda Oblast 4.49 4.24 3.79 0.85 0.85 4.Voronezh Oblast 3.05 3.34 3.83 0.61 3.83 3.the city of Moscow 7.37 4.71 4.32 6.65 6.65 7.the city of Saint8.46 6.45 5.24 6.07 5.24 8.Petersburg Jewish Autonomous 3.99 5.12 2.44 2.44 5.Oblast Ivanovo Oblast 4.99 4.71 4.91 1.76 1.76 4.1 2 3 4 5 6 Irkutsk Oblast 2.03 1.45 8.63 4.98 1.45 8.Kabardino-Balkar 8.39 10.44 2.32 6.27 2.32 10.Republic Kaliningrad Oblast 7.82 7.69 6.03 0.89 6.03 7.Kaluga Oblast 4.37 4.08 2.32 3.87 2.32 4.Kamchatka Oblast 2.12 0.43 8.84 1.44 2.12 8.KarachayCherkessya Repub- 5.42 6.32 3.93 5.41 3.93 6.lic Kemerovo Oblast 5.62 5.27 3.11 0.06 0.06 5.Kirov Oblast 1.70 1.85 2.21 1.96 1.70 2.Kostroma Oblast 3.59 4.25 3.53 1.15 3.53 4.KrasnodarKrai 5.59 4.76 6.09 1.51 6.09 5.Krasnoyarsk Krai 4.38 5.00 4.32 1.09 1.09 5.Kurgan Oblast 2.25 3.74 0.12 0.50 0.50 3.Kursk Oblast 3.40 4.57 2.05 2.93 2.05 4.Leningrad Oblast 10.86 10.70 8.37 5.70 8.37 10.Lipetsk Oblast 4.84 4.75 7.21 2.34 7.21 4.Magadan Oblast 2.96 4.68 1.26 0.99 1.26 4.Moscow Oblast 4.55 4.59 3.49 3.71 3.49 4.Murmansk Oblast 1.95 2.32 1.40 1.40 2.Nizhny Novgorod 6.11 5.51 6.76 1.71 6.76 6.Oblast Novgorod Oblast 3.92 4.31 8.24 3.69 8.24 4.Novosibirsk Oblast 7.48 7.50 5.11 0.66 0.66 7.Omsk Oblast 6.54 6.30 6.90 2.65 2.65 6.Orenburg Oblast 4.52 3.97 0.19 1.28 1.28 4.Orel Oblast 5.31 6.49 2.19 1.72 1.72 6.Penza Oblast 4.98 6.91 1.14 0.31 0.31 6.Perm Oblast 3.95 4.04 2.36 0.04 0.04 4.Primorsky Krai 1.21 0.45 3.68 4.11 3.68 4.Pskov Oblast 5.23 6.28 3.60 0.83 3.60 6.Republic Adygeya 2.62 2.32 1.73 4.98 1.73 4.Altay Republic 4.76 5.57 1.62 0.56 1.62 5.Republic Bashkor4.15 4.53 1.86 1.30 1.86 4.tostan Republic Buryatia 5.26 5.97 4.47 2.13 2.13 5. 1 2 3 4 5 6 Republic of Dagestan 8.85 10.47 0.83 0.16 0.83 10.Republic of Ingou1.00 0.22 15.88 15.88 0.shetia Republic of Kal7.17 14.75 10.35 10.35 14.mykia Republic Karelia 5.58 4.34 0.55 4.28 0.55 5.Republic Komi 1.67 2.39 0.45 4.30 0.45 4.Republic Mary-El 0.55 3.34 3.18 1.28 0.55 3.Republic Mordovia 6.14 5.59 2.59 3.25 2.59 6.Republic of Sakha 3.94 5.01 5.36 2.62 2.62 5.(Yakutia) Republic North 8.81 9.56 1.46 1.46 9.Ossetia (Alania) Republic Tatarstan 5.83 4.49 11.65 0.18 11.65 5.Republic of Tyva 7.56 7.88 0.76 0.76 7.Republic Khakassia 0.81 11.52 0.72 4.31 11.52 0.Rostov Oblast 8.49 7.45 3.20 4.80 3.20 8.Ryazan Oblast 3.74 4.04 3.29 1.38 3.29 4.Samara Oblast 3.72 2.81 6.57 0.98 6.57 3.Saratov Oblast 6.25 6.89 1.98 0.88 1.98 6.Sakhalin Oblast 2.96 5.00 0.25 1.87 1.87 5.Sverdlovsk Oblast 5.58 4.77 1.52 1.88 1.52 5.Smolensk Oblast 7.12 6.29 8.02 6.29 8.Stavropol Krai 5.75 5.33 8.14 6.09 5.33 8.Tambov Oblast 7.15 8.85 1.00 0.25 0.25 8.Tver Oblast 3.03 3.71 4.84 5.47 4.84 5.Tomsk Oblast 7.29 6.27 5.51 0.82 0.82 7.Tula Oblast 3.62 3.32 5.63 1.81 5.63 3.Tyumen Oblast 4.68 1.99 0.51 2.82 2.82 4.Udmurtia Republic 3.03 2.17 0.83 2.56 2.56 3.Ulyanovsk Oblast 4.09 5.29 2.57 0.15 0.15 5.Khabarovsk Krai 6.84 7.00 1.54 2.44 1.54 7.Chelyabinsk Oblast 4.87 7.13 5.43 1.82 5.43 7.Chita Oblast 5.22 6.33 9.87 2.32 2.32 9.Chuvash Republic 2.50 1.91 2.51 2.01 1.91 2.Chukotka autono14.46 14.53 7.68 7.68 14.mous okrug Yaroslavl Oblast 6.98 5.19 4.67 6.12 4.67 6.Table 2A-Results of Assessments of labor productivity index in industry by the Regions for the Period between 1990 and 2003 (1990 = 100) 1990 1991 1992 1993 1994 1995 1 2 3 4 5 6 7 Russian Federation 100 93.65 80.69 71.13 62.93 66.08 66.Altay Krai 100 111.04 97.66 84.56 56.95 62.30 57.Amour Oblast 100 99.43 82.44 77.83 70.21 59.91 47.Arkhangel' Oblast 100 97.55 87.46 88.30 77.42 78.73 77.Astrakhan Oblast 100 103.36 105.01 108.59 87.10 85.28 67.Belgorod Oblast 100 100.39 92.25 85.31 78.10 81.14 75.Bryansk Oblast 100 93.97 80.46 69.62 52.75 53.07 45.Vladimir Oblast 100 100.55 81.16 74.85 58.27 58.86 54.Volgograd Oblast 100 100.67 87.61 74.03 54.22 49.60 42.Vologda Oblast 100 96.38 93.00 80.88 76.22 79.73 82.Voronezh Oblast 100 101.59 92.43 83.03 56.60 55.21 49.the city of Moscow 100 96.72 84.10 68.62 60.71 52.21 44.the city of Saint-Petersburg 100 106.69 93.46 85.64 61.45 59.66 48.Ivanovo Oblast 100 100.58 69.34 65.54 48.99 43.21 40.Irkutsk Oblast 100 95.72 85.55 76.40 71.66 78.38 66.Kabardino-Balkar Republic 100 96.10 70.20 77.49 52.75 54.00 46.Kaliningrad Oblast 100 97.85 86.00 72.48 53.59 52.43 48.Kaluga Oblast 100 94.06 71.55 60.72 51.96 56.14 52.Kamchatka Oblast 100 89.46 66.60 58.09 46.93 53.88 52.Kemerovo Oblast 100 93.12 78.98 73.28 70.12 73.42 70.Kirov Oblast 100 95.22 80.49 71.06 54.86 57.03 52.Kostroma Oblast 100 100.97 76.50 70.85 53.57 51.07 43.KrasnodarKrai 100 113.26 109.21 89.35 87.52 77.82 73.Krasnoyarsk Krai 100 111.99 96.73 84.97 79.66 84.95 82.Kurgan Oblast 100 98.55 79.30 72.20 56.51 56.83 52.Kursk Oblast 100 98.52 84.32 78.50 65.50 74.79 75.Leningrad Oblast 100 99.19 96.66 88.54 77.01 83.87 76.Lipetsk Oblast 100 91.71 83.99 72.04 67.79 82.07 85.Magadan Oblast 100 102.73 143.21 114.02 140.74 135.10 133.Moscow Oblast 100 99.32 84.39 72.02 57.77 55.10 46.

1 2 3 4 5 6 7 Murmansk Oblast 100 102.89 95.79 84.78 82.93 85.88 81.Nizhny Novgorod Oblast 100 102.34 99.75 101.13 69.39 66.33 65.Novgorod Oblast 100 108.19 100.15 92.43 81.61 80.39 82.Novosibirsk Oblast 100 98.74 79.85 73.31 62.72 64.49 66.Omsk Oblast 100 102.21 91.73 79.30 70.73 79.22 73.Orenburg Oblast 100 105.49 98.55 86.11 77.07 85.92 79.Orel Oblast 100 94.57 81.23 71.58 57.73 56.87 70.Penza Oblast 100 93.33 79.02 75.00 55.55 54.61 41.Perm Oblast 100 103.17 93.28 87.52 75.97 81.64 82.Primorsky Krai 100 98.25 88.03 93.57 72.99 77.63 76.Pskov Oblast 100 98.91 84.15 78.08 56.63 50.10 46.Republic Bashkortostan 100 101.64 94.71 81.38 71.60 74.18 73.Republic Buryatia 100 88.85 77.51 83.89 67.79 67.08 67.Republic of Dagestan 100 87.02 70.93 62.83 32.39 26.87 24.Republic of Kalmykia 100 90.00 87.23 78.10 77.57 62.72 42.Republic Karelia 100 97.03 85.39 76.57 68.43 75.59 67.Republic Komi 100 93.51 91.91 84.27 73.46 73.31 75.Republic Mary-El 100 94.19 69.94 72.74 60.54 54.87 46.Republic Mordovia 100 103.64 85.14 83.31 51.72 46.27 44.Republic of Sakha (Ya100 99.52 81.91 83.07 81.92 88.35 91.kutia) Republic North Ossetia 100 107.68 75.05 65.63 52.03 57.62 60.(Alania) Republic Tatarstan 100 97.95 88.71 79.12 75.07 79.75 89.Republic of Tyva 100 89.08 78.93 79.78 79.66 59.22 63.Rostov Oblast 100 97.49 91.63 78.66 57.09 52.96 46.Ryazan Oblast 100 91.58 76.88 69.91 59.43 55.36 44.Samara Oblast 100 94.80 89.15 81.46 68.69 73.41 73.Saratov Oblast 100 101.71 96.10 93.74 69.15 63.39 60.Sakhalin Oblast 100 104.18 79.51 58.76 59.21 73.50 68.Sverdlovsk Oblast 100 100.24 75.81 68.89 60.99 61.89 58.Smolensk Oblast 100 100.09 83.63 88.36 76.61 74.76 71.Stavropol Krai 100 114.69 92.82 84.84 67.13 87.00 63.Tambov Oblast 100 99.58 88.67 91.41 77.45 81.21 71.Tver Oblast 100 99.39 82.38 74.45 59.97 55.71 48.1 2 3 4 5 6 7 Tomsk Oblast 100 98.39 94.67 98.21 89.08 84.70 85.Tula Oblast 100 101.53 89.10 81.46 68.14 72.76 66.Tyumen Oblast 100 96.13 84.89 73.07 68.90 70.72 55.Udmurtia Republic 100 97.88 76.62 76.62 65.40 61.63 54.Ulyanovsk Oblast 100 104.41 99.09 99.91 97.09 82.55 74.Khabarovsk Krai 100 102.31 95.90 84.95 55.91 50.47 49.Chelyabinsk Oblast 100 104.21 89.97 77.50 60.49 58.49 56.Chita Oblast 100 75.62 60.25 53.33 42.43 40.05 37.Chuvash Republic 100 97.82 76.02 71.52 48.14 48.23 41.Yaroslavl Oblast 100 96.21 76.68 69.58 58.89 53.06 46. 1997 1998 1999 2000 2001 2002 1 9 10 11 12 13 14 Russian Federation 74.11 73.94 81.29 89.43 92.87 97.35 105.Altay Krai 57.58 57.07 65.13 70.79 82.72 83.63 93.Amour Oblast 50.05 43.60 49.27 55.10 53.59 58.77 65.Arkhangel' Oblast 83.81 89.55 109.88 136.37 143.56 141.42 172.Astrakhan Oblast 84.76 99.22 119.12 131.09 139.98 151.06 162.Belgorod Oblast 85.26 92.14 108.45 113.54 123.44 147.54 153.Bryansk Oblast 51.90 55.03 61.62 72.15 80.37 88.97 93.Vladimir Oblast 62.49 61.22 72.20 87.83 97.16 97.67 102.Volgograd Oblast 52.86 49.68 54.64 59.23 61.90 64.74 68.Vologda Oblast 85.83 89.48 93.75 97.80 94.57 99.81 103.Voronezh Oblast 56.11 54.13 59.28 65.78 67.33 65.86 71.the city of Moscow 53.85 56.04 63.60 78.32 86.14 112.83 127.the city of Saint-Petersburg 54.74 60.81 64.70 80.59 81.42 107.60 113.Ivanovo Oblast 43.32 36.95 42.97 49.12 55.06 57.30 63.Irkutsk Oblast 61.48 72.29 78.42 83.75 83.64 92.54 94.Kabardino-Balkar Republic 40.74 47.80 50.63 61.20 76.12 80.88 84.Kaliningrad Oblast 49.21 49.24 53.33 62.72 73.20 80.67 90.Kaluga Oblast 57.46 61.61 69.48 80.07 91.40 94.61 104.Kamchatka Oblast 54.09 57.94 57.62 51.51 60.90 58.08 66.

1 9 10 11 12 13 14 Kemerovo Oblast 72.75 73.19 88.73 97.14 102.18 102.39 105.Kirov Oblast 54.40 54.11 61.20 65.97 58.98 60.66 60.Kostroma Oblast 52.21 58.13 61.90 64.60 65.52 65.32 69.KrasnodarKrai 73.86 81.93 89.15 97.95 98.83 103.25 115.Krasnoyarsk Krai 83.62 91.19 97.30 103.82 115.26 126.05 131.Kurgan Oblast 56.86 56.16 58.91 62.08 50.70 49.53 57.Kursk Oblast 79.17 84.26 92.35 96.45 93.46 96.90 124.Leningrad Oblast 81.90 83.88 85.79 104.89 114.65 155.60 188.Lipetsk Oblast 85.62 82.83 88.01 96.33 99.77 111.95 128.Magadan Oblast 171.06 185.63 188.80 172.28 180.70 197.24 188.Moscow Oblast 60.39 59.18 75.13 80.85 97.03 104.61 117.Murmansk Oblast 100.40 104.69 117.13 121.63 124.66 122.03 130.Nizhny Novgorod Oblast 73.64 80.02 84.68 92.69 90.32 95.40 100.Novgorod Oblast 93.36 99.91 113.13 114.38 127.28 133.57 144.Novosibirsk Oblast 71.86 62.73 77.53 80.41 85.23 88.79 96.Omsk Oblast 70.66 60.86 63.73 69.87 78.40 88.27 103.Orenburg Oblast 80.12 71.81 77.22 80.93 80.27 91.40 116.Orel Oblast 76.88 73.14 76.73 85.17 101.82 102.90 113.Penza Oblast 42.07 44.17 52.83 57.40 59.97 55.77 65.Perm Oblast 93.42 92.62 104.01 114.79 106.53 103.92 119.Primorsky Krai 84.49 75.08 84.17 84.14 71.40 73.42 78.Pskov Oblast 53.51 48.82 61.77 67.93 67.11 74.22 80.Republic Bashkortostan 74.22 74.48 80.14 85.80 93.77 96.37 106.Republic Buryatia 72.84 81.19 88.70 93.08 107.03 132.36 146.Republic of Dagestan 32.77 30.28 25.65 26.95 33.42 41.82 46.Republic of Kalmykia 47.70 51.53 47.60 52.79 59.26 54.11 60.Republic Karelia 75.22 80.14 93.77 95.12 95.62 97.99 97.Republic Komi 80.07 83.41 85.14 92.06 99.04 102.60 105.Republic Mary-El 60.04 64.05 62.66 59.85 61.13 73.50 84.Republic Mordovia 48.38 48.89 56.58 67.73 74.10 81.92 102.Republic of Sakha (Ya87.97 103.41 101.68 108.61 100.88 96.95 100.kutia) Republic North Ossetia 63.36 74.61 85.66 90.96 95.73 96.53 97.(Alania) Republic Tatarstan 96.49 104.27 112.90 117.31 123.71 125.60 144.1 9 10 11 12 13 14 Republic of Tyva 52.28 58.62 69.36 77.40 75.62 81.20 81.Rostov Oblast 53.80 59.91 79.88 95.54 122.60 126.79 139.Ryazan Oblast 51.77 55.10 64.17 68.80 75.06 73.55 75.Samara Oblast 85.43 79.79 95.29 103.04 113.16 111.77 117.Saratov Oblast 65.89 70.80 80.68 94.72 103.02 110.21 126.Sakhalin Oblast 79.36 77.72 86.24 92.15 103.57 98.59 108.Sverdlovsk Oblast 58.03 53.78 59.29 66.49 72.86 76.24 83.Smolensk Oblast 75.55 75.21 84.80 95.46 106.06 108.44 114.Stavropol Krai 57.68 62.00 77.01 81.88 99.51 104.85 118.Tambov Oblast 78.57 85.81 101.19 104.94 110.93 115.80 122.Tver Oblast 50.85 59.04 64.61 69.14 72.08 76.89 88.Tomsk Oblast 83.64 84.76 97.65 101.30 114.32 121.63 146.Tula Oblast 74.40 77.45 83.76 95.97 104.95 110.87 115.Tyumen Oblast 59.56 62.15 60.70 66.11 55.15 59.21 66.Udmurtia Republic 60.03 62.92 67.01 76.32 70.14 75.73 82.Ulyanovsk Oblast 92.61 99.83 110.14 123.08 120.11 132.06 143.Khabarovsk Krai 51.62 61.69 61.08 72.05 79.06 83.53 89.Chelyabinsk Oblast 62.02 55.69 62.21 70.26 71.11 72.75 77.Chita Oblast 38.17 37.53 43.46 47.35 50.33 48.75 51.Chuvash Republic 45.30 45.20 48.69 51.75 54.15 56.76 59.Yaroslavl Oblast 52.51 51.03 62.88 70.62 77.81 81.74 88. residual price factor Loading rate -fixed assets --15 inventories -worked time -employment -Fig. 2A-1. The Structure of GVA Growth Rates in Industry in 1992remainder loading rate fixed assets --10 worked time -employment -Fig. 2A-2. The Structure of GDP Growth Rates in 1992The percentage of output growth rates explained by changes in labor input Fig. 2A-3. Bar Chart of the Percentage of the Output Growth Rates Explained by Changes in the Average Number of Employed in Regions with Account of Sectoral Differences (for the Period of 19971998) The percentage of output growth rates explained by changes in labor input Fig. 2A-4. Bar Chart of the Percentage of the Output Growth Rates Explained by Changes in the Average Number of Employed in Regions with Account of Sectoral Differences (for the Period of 19992002) Number of Regions Number of Regions ) ) ) ) ) 0) 0) 20) 20) ;

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;;;;-(er ( er ( ( ( 80;---( ( ( ov ( (und The percentage of the output growth rates explained by the change in capital input Fig. 2A-5. Bar Chart of the Output Growth Rate Explained by Changes in Capital Input Across Regions (the Period between 1997 and 1998) The percentage of the output growth rates explained by the change in capital input Fig. 2A-6. Bar Chart of the Output Growth Rate Explained by Changes in Capital Input Across Regions (the Period between 1999 and 2002) Number of Regions Number of Regions ) ) ) ) 0) 0) 0) ;

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