A Systems View Across Time and Space
From: Assessing the robustness of composite indicators: the case of the Global Innovation Index
Country | PCA-DEA | GII 2019 | Diff | Abs. value | Country | PCA-DEA | GII 2019 | Diff | Abs. value |
---|---|---|---|---|---|---|---|---|---|
Switzerland | 1 | 1 | 0 | 0 | Colombia | 66 | 67 | 1 | 1 |
USA | 2 | 3 | 1 | 1 | Qatar | 67 | 65 | − 2 | 2 |
Republic of Korea | 3 | 11 | 8 | 8 | Mexico | 68 | 56 | − 12 | 12 |
Germany | 4 | 9 | 5 | 5 | Georgia | 69 | 48 | − 21 | 21 |
Netherlands | 5 | 4 | − 1 | 1 | Moldova | 70 | 58 | − 12 | 12 |
Hong Kong | 6 | 13 | 7 | 7 | Kuwait | 71 | 60 | − 11 | 11 |
Japan | 7 | 15 | 8 | 8 | Brazil | 72 | 66 | − 6 | 6 |
United Kingdom | 8 | 5 | − 3 | 3 | Costa Rica | 73 | 55 | − 18 | 18 |
China | 9 | 14 | 5 | 5 | Montenegro | 74 | 45 | − 29 | 29 |
Sweden | 10 | 2 | − 8 | 8 | Panama | 75 | 75 | 0 | 0 |
Denmark | 11 | 7 | − 4 | 4 | Philippines | 76 | 54 | − 22 | 22 |
Luxembourg | 12 | 18 | 6 | 6 | Rwanda | 77 | 94 | 17 | 17 |
Cyprus | 13 | 28 | 15 | 15 | Indonesia | 78 | 85 | 7 | 7 |
Finland | 14 | 6 | − 8 | 8 | South Africa | 79 | 63 | − 16 | 16 |
Israel | 15 | 10 | − 5 | 5 | Bosnia and Herzegovina | 80 | 76 | − 4 | 4 |
Australia | 16 | 22 | 6 | 6 | Morocco | 81 | 74 | − 7 | 7 |
Ireland | 17 | 12 | − 5 | 5 | Botswana | 82 | 93 | 11 | 11 |
Singapore | 18 | 8 | − 10 | 10 | Trinidad and Tobago | 83 | 91 | 8 | 8 |
New Zealand | 19 | 25 | 6 | 6 | Tunisia | 84 | 70 | − 14 | 14 |
Canada | 20 | 17 | − 3 | 3 | Armenia | 85 | 64 | − 21 | 21 |
France | 21 | 16 | − 5 | 5 | El Salvador | 86 | 108 | 22 | 22 |
Norway | 22 | 19 | − 3 | 3 | Peru | 87 | 69 | − 18 | 18 |
Estonia | 23 | 24 | 1 | 1 | Ecuador | 88 | 99 | 11 | 11 |
Iceland | 24 | 20 | − 4 | 4 | Bolivia | 89 | 110 | 21 | 21 |
Italy | 25 | 30 | 5 | 5 | Cȏte d'Ivoire | 90 | 103 | 13 | 13 |
Slovenia | 26 | 31 | 5 | 5 | Sri Lanka | 91 | 89 | − 2 | 2 |
Portugal | 27 | 32 | 5 | 5 | Pakistan | 92 | 105 | 13 | 13 |
Austria | 28 | 21 | − 7 | 7 | Kenya | 93 | 77 | − 16 | 16 |
Malta | 29 | 27 | − 2 | 2 | Kyrgyzstan | 94 | 90 | − 4 | 4 |
Bulgaria | 30 | 40 | 10 | 10 | Namibia | 95 | 101 | 6 | 6 |
Greece | 31 | 41 | 10 | 10 | Egypt | 96 | 92 | − 4 | 4 |
Czech | 32 | 26 | − 6 | 6 | Jordan | 97 | 86 | − 11 | 11 |
Spain | 33 | 29 | − 4 | 4 | India | 98 | 52 | − 46 | 46 |
Iran | 34 | 61 | 27 | 27 | Macedonia | 99 | 59 | − 40 | 40 |
Arab Emirates | 35 | 36 | 1 | 1 | Cambodia | 100 | 98 | − 2 | 2 |
Belgium | 36 | 23 | − 13 | 13 | Guinea | 101 | 125 | 24 | 24 |
Mongolia | 37 | 53 | 16 | 16 | Nicaragua | 102 | 120 | 18 | 18 |
Latvia | 38 | 34 | − 4 | 4 | Honduras | 103 | 104 | 1 | 1 |
Viet Nam | 39 | 42 | 3 | 3 | Togo | 104 | 126 | 22 | 22 |
Thailand | 40 | 43 | 3 | 3 | Senegal | 105 | 96 | − 9 | 9 |
Poland | 41 | 39 | − 2 | 2 | Nepal | 106 | 109 | 3 | 3 |
Turkey | 42 | 49 | 7 | 7 | Niger | 107 | 127 | 20 | 20 |
Belarus | 43 | 72 | 29 | 29 | Dominican | 108 | 87 | − 21 | 21 |
Jamaica | 44 | 81 | 37 | 37 | Lebanon | 109 | 88 | − 21 | 21 |
Croatia | 45 | 44 | − 1 | 1 | Guatemala | 110 | 107 | − 3 | 3 |
Hungary | 46 | 33 | − 13 | 13 | Bangladesh | 111 | 116 | 5 | 5 |
Russian | 47 | 46 | − 1 | 1 | Benin | 112 | 123 | 11 | 11 |
Slovakia | 48 | 37 | − 11 | 11 | Ghana | 113 | 106 | − 7 | 7 |
Bahrain | 49 | 78 | 29 | 29 | Uganda | 114 | 102 | − 12 | 12 |
Lithuania | 50 | 38 | − 12 | 12 | Nigeria | 115 | 114 | − 1 | 1 |
Oman | 51 | 80 | 29 | 29 | Zambia | 116 | 124 | 8 | 8 |
Mauritius | 52 | 82 | 30 | 30 | Algeria | 117 | 113 | − 4 | 4 |
Malaysia | 53 | 35 | − 18 | 18 | Burkina Faso | 118 | 117 | − 1 | 1 |
Serbia | 54 | 57 | 3 | 3 | Cameroon | 119 | 115 | − 4 | 4 |
Chile | 55 | 51 | − 4 | 4 | Yemen | 120 | 129 | 9 | 9 |
Brunei | 56 | 71 | 15 | 15 | Mali | 121 | 112 | − 9 | 9 |
Saudi Arabia | 57 | 68 | 11 | 11 | Burundi | 122 | 128 | 6 | 6 |
Uruguay | 58 | 62 | 4 | 4 | Tajikistan | 123 | 100 | − 23 | 23 |
Ukraine | 59 | 47 | − 12 | 12 | Malawi | 124 | 118 | − 6 | 6 |
Romania | 60 | 50 | − 10 | 10 | Madagascar | 125 | 121 | − 4 | 4 |
Argentina | 61 | 73 | 12 | 12 | Mozambique | 126 | 119 | − 7 | 7 |
Kazakhstan | 62 | 79 | 17 | 17 | Tanzania | 127 | 97 | − 30 | 30 |
Paraguay | 63 | 95 | 32 | 32 | Zimbabwe | 128 | 122 | − 6 | 6 |
Azerbaijan | 64 | 84 | 20 | 20 | Ethiopia | 129 | 111 | − 18 | 18 |
Albania | 65 | 83 | 18 | 18 |