Aggregated LPI 2012-2018
The Aggregated LPI combines the four most recent LPI editions. Scores of the six components across the 2012, 2014, 2016 and 2018 LPI surveys were used to generate a “big picture” to better indicate countries’ logistics performance. This approach reduces random variation from one LPI survey to another and enables the comparison of 167 countries. Each year’s scores in each component were given weights: 6.7 percent for 2012, 13.3 percent for 2014, 26.7 percent for 2016, and 53.3 percent for 2017. In this way, the most recent data carry the highest weight. The Aggregated LPI allows for comparisons across 167 countries. Missing values are filled according to previous years’ scores (see Appendix 1 of the 2018 report for details).
Aggregated LPI

Data Table
(Toggle Rank and Score for Subindicators)Country![]() | LPI Rank | LPI Score | Customs | Customs | Infrastructure | Infrastructure | International shipments | International shipments | Logistics competence | Logistics competence | Tracking & tracing | Tracking & tracing | Timeliness | Timeliness |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Afghanistan | 165 | 2.04 | 161 | 1.91 | 163 | 1.83 | 159 | 2.18 | 163 | 2.02 | 167 | 1.76 | 159 | 2.48 |
Albania | 98 | 2.62 | 118 | 2.33 | 123 | 2.24 | 85 | 2.74 | 95 | 2.56 | 111 | 2.52 | 72 | 3.24 |
Algeria | 107 | 2.56 | 127 | 2.28 | 95 | 2.45 | 113 | 2.54 | 101 | 2.53 | 91 | 2.65 | 117 | 2.89 |
Angola | 160 | 2.18 | 166 | 1.79 | 156 | 2.01 | 139 | 2.33 | 157 | 2.13 | 159 | 2.14 | 140 | 2.65 |
Argentina | 62 | 2.93 | 90 | 2.49 | 60 | 2.81 | 63 | 2.91 | 62 | 2.82 | 52 | 3.13 | 58 | 3.41 |
Armenia | 116 | 2.51 | 107 | 2.39 | 101 | 2.39 | 110 | 2.55 | 112 | 2.45 | 128 | 2.38 | 122 | 2.84 |
Australia | 19 | 3.77 | 10 | 3.76 | 15 | 3.92 | 31 | 3.40 | 19 | 3.76 | 19 | 3.83 | 22 | 4.00 |
Austria | 8 | 3.99 | 14 | 3.71 | 8 | 4.07 | 5 | 3.78 | 6 | 4.04 | 2 | 4.13 | 11 | 4.22 |
Azerbaijan | 123 | 2.45 | 81 | 2.53 | 66 | 2.69 | 109 | 2.56 | 153 | 2.14 | 153 | 2.18 | 146 | 2.62 |
Bahamas, The | 90 | 2.65 | 59 | 2.72 | 84 | 2.56 | 100 | 2.66 | 105 | 2.51 | 102 | 2.58 | 118 | 2.87 |
Bahrain | 54 | 3.06 | 50 | 2.88 | 57 | 2.89 | 49 | 3.09 | 51 | 3.03 | 50 | 3.16 | 66 | 3.31 |
Bangladesh | 100 | 2.60 | 120 | 2.33 | 109 | 2.36 | 99 | 2.66 | 94 | 2.56 | 89 | 2.67 | 108 | 2.97 |
Belarus | 110 | 2.54 | 126 | 2.29 | 103 | 2.39 | 124 | 2.47 | 102 | 2.53 | 124 | 2.44 | 87 | 3.10 |
Belgium | 4 | 4.05 | 13 | 3.74 | 10 | 4.03 | 1 | 3.97 | 3 | 4.10 | 4 | 4.11 | 2 | 4.40 |
Benin | 93 | 2.65 | 93 | 2.48 | 94 | 2.45 | 98 | 2.66 | 107 | 2.50 | 101 | 2.58 | 79 | 3.17 |
Bhutan | 151 | 2.25 | 141 | 2.16 | 159 | 1.98 | 164 | 2.12 | 124 | 2.36 | 138 | 2.31 | 155 | 2.54 |
Bolivia | 136 | 2.36 | 134 | 2.24 | 138 | 2.16 | 122 | 2.48 | 146 | 2.21 | 140 | 2.29 | 131 | 2.75 |
Bosnia and Herzegovina | 78 | 2.76 | 71 | 2.62 | 85 | 2.52 | 89 | 2.70 | 74 | 2.73 | 82 | 2.75 | 77 | 3.20 |
Botswana | 58 | 2.96 | 45 | 2.95 | 59 | 2.85 | 73 | 2.82 | 75 | 2.71 | 77 | 2.81 | 48 | 3.60 |
Brazil | 56 | 3.02 | 85 | 2.52 | 51 | 2.99 | 65 | 2.89 | 46 | 3.10 | 49 | 3.17 | 53 | 3.47 |
Brunei | 73 | 2.78 | 61 | 2.70 | 77 | 2.59 | 84 | 2.74 | 84 | 2.64 | 75 | 2.82 | 78 | 3.18 |
Bulgaria | 57 | 3.00 | 55 | 2.77 | 64 | 2.71 | 43 | 3.16 | 54 | 2.96 | 63 | 2.93 | 57 | 3.43 |
Burkina Faso | 96 | 2.63 | 101 | 2.44 | 89 | 2.48 | 78 | 2.79 | 96 | 2.56 | 126 | 2.42 | 97 | 3.06 |
Burundi | 154 | 2.22 | 163 | 1.90 | 157 | 2.00 | 147 | 2.28 | 127 | 2.33 | 147 | 2.23 | 154 | 2.55 |
C.A.R. | 150 | 2.26 | 117 | 2.35 | 135 | 2.17 | 150 | 2.25 | 156 | 2.13 | 150 | 2.21 | 161 | 2.46 |
Cambodia | 89 | 2.66 | 94 | 2.47 | 120 | 2.26 | 69 | 2.87 | 106 | 2.50 | 93 | 2.64 | 82 | 3.13 |
Cameroon | 125 | 2.43 | 128 | 2.27 | 111 | 2.36 | 119 | 2.51 | 108 | 2.50 | 132 | 2.37 | 152 | 2.56 |
Canada | 17 | 3.81 | 15 | 3.70 | 16 | 3.91 | 28 | 3.45 | 13 | 3.90 | 15 | 3.91 | 21 | 4.03 |
Chad | 140 | 2.34 | 143 | 2.15 | 121 | 2.26 | 136 | 2.35 | 118 | 2.39 | 141 | 2.28 | 151 | 2.58 |
Chile | 40 | 3.28 | 33 | 3.23 | 45 | 3.09 | 37 | 3.24 | 47 | 3.09 | 39 | 3.30 | 37 | 3.73 |
China | 27 | 3.60 | 30 | 3.28 | 24 | 3.73 | 18 | 3.57 | 27 | 3.58 | 28 | 3.63 | 29 | 3.86 |
Colombia | 71 | 2.81 | 89 | 2.50 | 81 | 2.58 | 60 | 2.93 | 66 | 2.79 | 70 | 2.84 | 80 | 3.17 |
Comoros | 114 | 2.51 | 75 | 2.58 | 119 | 2.27 | 123 | 2.47 | 129 | 2.32 | 87 | 2.67 | 132 | 2.74 |
Congo, Dem. Rep. | 143 | 2.33 | 135 | 2.23 | 152 | 2.04 | 149 | 2.26 | 126 | 2.34 | 127 | 2.41 | 141 | 2.65 |
Congo, Rep. | 133 | 2.38 | 151 | 2.07 | 141 | 2.12 | 107 | 2.58 | 142 | 2.25 | 129 | 2.38 | 125 | 2.80 |
Costa Rica | 79 | 2.74 | 88 | 2.50 | 97 | 2.45 | 77 | 2.79 | 81 | 2.67 | 65 | 2.88 | 92 | 3.09 |
Cote d'Ivoire | 66 | 2.89 | 68 | 2.66 | 69 | 2.67 | 58 | 2.96 | 56 | 2.95 | 62 | 2.95 | 85 | 3.11 |
Croatia | 48 | 3.12 | 42 | 3.01 | 47 | 3.02 | 56 | 2.99 | 44 | 3.10 | 55 | 3.08 | 51 | 3.51 |
Cuba | 152 | 2.23 | 144 | 2.15 | 148 | 2.09 | 144 | 2.30 | 151 | 2.20 | 155 | 2.18 | 160 | 2.46 |
Cyprus | 49 | 3.10 | 39 | 3.04 | 53 | 2.94 | 53 | 3.04 | 58 | 2.93 | 59 | 2.98 | 43 | 3.62 |
Czech Republic | 26 | 3.62 | 26 | 3.34 | 29 | 3.38 | 12 | 3.65 | 25 | 3.65 | 26 | 3.68 | 23 | 3.98 |
Denmark | 11 | 3.92 | 7 | 3.88 | 17 | 3.89 | 16 | 3.59 | 9 | 3.98 | 14 | 3.94 | 8 | 4.26 |
Djibouti | 126 | 2.43 | 124 | 2.29 | 90 | 2.47 | 141 | 2.33 | 154 | 2.14 | 121 | 2.46 | 115 | 2.91 |
Dominican Republic | 86 | 2.68 | 102 | 2.43 | 102 | 2.39 | 83 | 2.77 | 93 | 2.59 | 71 | 2.84 | 99 | 3.03 |
Ecuador | 70 | 2.82 | 63 | 2.69 | 74 | 2.62 | 72 | 2.82 | 77 | 2.70 | 67 | 2.87 | 75 | 3.22 |
Egypt, Arab Rep. | 60 | 2.95 | 65 | 2.67 | 55 | 2.91 | 59 | 2.94 | 55 | 2.95 | 64 | 2.91 | 67 | 3.30 |
El Salvador | 88 | 2.66 | 105 | 2.40 | 113 | 2.31 | 76 | 2.79 | 82 | 2.67 | 94 | 2.63 | 88 | 3.10 |
Equatorial Guinea | 156 | 2.21 | 158 | 1.99 | 164 | 1.82 | 125 | 2.46 | 160 | 2.11 | 158 | 2.14 | 137 | 2.66 |
Eritrea | 162 | 2.11 | 152 | 2.05 | 162 | 1.89 | 165 | 2.12 | 152 | 2.19 | 162 | 2.09 | 165 | 2.31 |
Estonia | 36 | 3.30 | 28 | 3.30 | 43 | 3.13 | 41 | 3.19 | 42 | 3.15 | 46 | 3.20 | 33 | 3.80 |
Ethiopia | 131 | 2.40 | 79 | 2.54 | 140 | 2.13 | 112 | 2.54 | 119 | 2.39 | 145 | 2.24 | 158 | 2.49 |
Fiji | 134 | 2.37 | 113 | 2.37 | 110 | 2.36 | 148 | 2.27 | 136 | 2.27 | 136 | 2.32 | 138 | 2.65 |
Finland | 12 | 3.92 | 6 | 3.89 | 14 | 3.95 | 21 | 3.56 | 14 | 3.88 | 6 | 4.10 | 15 | 4.17 |
France | 15 | 3.86 | 18 | 3.63 | 12 | 4.00 | 15 | 3.60 | 17 | 3.82 | 12 | 3.99 | 14 | 4.17 |
Gabon | 158 | 2.19 | 157 | 1.99 | 149 | 2.07 | 153 | 2.23 | 155 | 2.13 | 163 | 2.06 | 148 | 2.61 |
Gambia, The | 138 | 2.34 | 149 | 2.08 | 161 | 1.90 | 91 | 2.68 | 144 | 2.23 | 118 | 2.48 | 150 | 2.60 |
Georgia | 124 | 2.45 | 109 | 2.38 | 108 | 2.36 | 132 | 2.38 | 139 | 2.27 | 130 | 2.37 | 114 | 2.92 |
Germany | 1 | 4.19 | 1 | 4.09 | 1 | 4.38 | 4 | 3.83 | 1 | 4.26 | 1 | 4.22 | 1 | 4.40 |
Ghana | 101 | 2.60 | 103 | 2.41 | 92 | 2.46 | 102 | 2.63 | 104 | 2.51 | 100 | 2.58 | 109 | 2.95 |
Greece | 44 | 3.19 | 49 | 2.88 | 36 | 3.19 | 48 | 3.13 | 52 | 3.02 | 41 | 3.25 | 40 | 3.67 |
Guatemala | 115 | 2.51 | 116 | 2.35 | 118 | 2.27 | 126 | 2.46 | 125 | 2.35 | 117 | 2.49 | 89 | 3.10 |
Guinea | 145 | 2.30 | 108 | 2.39 | 166 | 1.80 | 133 | 2.38 | 138 | 2.27 | 99 | 2.59 | 166 | 2.30 |
Guinea-Bissau | 128 | 2.40 | 138 | 2.21 | 160 | 1.94 | 117 | 2.52 | 131 | 2.29 | 98 | 2.60 | 124 | 2.80 |
Guyana | 122 | 2.45 | 92 | 2.48 | 134 | 2.17 | 138 | 2.35 | 121 | 2.36 | 109 | 2.55 | 127 | 2.79 |
Haiti | 166 | 2.02 | 159 | 1.96 | 165 | 1.81 | 167 | 1.98 | 164 | 2.02 | 164 | 1.96 | 163 | 2.37 |
Honduras | 106 | 2.56 | 123 | 2.30 | 112 | 2.32 | 97 | 2.66 | 91 | 2.60 | 97 | 2.61 | 121 | 2.85 |
Hong Kong, China | 9 | 3.96 | 9 | 3.85 | 11 | 4.02 | 3 | 3.85 | 10 | 3.94 | 13 | 3.95 | 13 | 4.18 |
Hungary | 32 | 3.41 | 36 | 3.18 | 32 | 3.31 | 35 | 3.29 | 36 | 3.27 | 29 | 3.61 | 32 | 3.82 |
Iceland | 38 | 3.29 | 40 | 3.02 | 39 | 3.18 | 55 | 3.00 | 30 | 3.48 | 34 | 3.38 | 38 | 3.72 |
India | 42 | 3.22 | 43 | 2.97 | 48 | 3.01 | 38 | 3.24 | 39 | 3.18 | 37 | 3.33 | 50 | 3.57 |
Indonesia | 51 | 3.08 | 62 | 2.69 | 61 | 2.81 | 51 | 3.08 | 48 | 3.07 | 45 | 3.23 | 49 | 3.59 |
Iran, Islamic Rep. | 81 | 2.71 | 96 | 2.46 | 70 | 2.67 | 94 | 2.68 | 72 | 2.76 | 95 | 2.63 | 95 | 3.07 |
Iraq | 159 | 2.18 | 162 | 1.90 | 158 | 2.00 | 140 | 2.33 | 166 | 1.98 | 160 | 2.13 | 135 | 2.73 |
Ireland | 25 | 3.63 | 22 | 3.45 | 26 | 3.50 | 25 | 3.53 | 22 | 3.69 | 20 | 3.79 | 30 | 3.85 |
Israel | 33 | 3.39 | 27 | 3.32 | 31 | 3.33 | 61 | 2.93 | 32 | 3.44 | 32 | 3.50 | 28 | 3.89 |
Italy | 21 | 3.73 | 23 | 3.44 | 20 | 3.82 | 22 | 3.55 | 23 | 3.68 | 17 | 3.84 | 18 | 4.09 |
Jamaica | 111 | 2.52 | 99 | 2.45 | 106 | 2.36 | 114 | 2.53 | 110 | 2.48 | 120 | 2.48 | 123 | 2.81 |
Japan | 7 | 3.99 | 5 | 3.91 | 4 | 4.19 | 14 | 3.61 | 8 | 4.03 | 9 | 4.03 | 9 | 4.24 |
Jordan | 76 | 2.78 | 87 | 2.51 | 65 | 2.70 | 86 | 2.74 | 83 | 2.67 | 79 | 2.79 | 70 | 3.24 |
Kazakhstan | 77 | 2.77 | 78 | 2.57 | 79 | 2.59 | 87 | 2.73 | 89 | 2.60 | 78 | 2.81 | 65 | 3.31 |
Kenya | 63 | 2.93 | 67 | 2.66 | 67 | 2.68 | 70 | 2.86 | 60 | 2.88 | 53 | 3.11 | 61 | 3.35 |
Korea, Rep. | 23 | 3.65 | 24 | 3.43 | 23 | 3.75 | 29 | 3.43 | 26 | 3.63 | 23 | 3.75 | 24 | 3.96 |
Kuwait | 59 | 2.96 | 57 | 2.75 | 50 | 3.00 | 62 | 2.91 | 63 | 2.81 | 66 | 2.88 | 59 | 3.39 |
Kyrgyz Republic | 132 | 2.38 | 110 | 2.38 | 126 | 2.23 | 157 | 2.20 | 147 | 2.21 | 116 | 2.49 | 126 | 2.79 |
Lao PDR | 120 | 2.48 | 111 | 2.37 | 128 | 2.23 | 116 | 2.52 | 114 | 2.45 | 119 | 2.48 | 130 | 2.77 |
Latvia | 55 | 3.02 | 48 | 2.93 | 46 | 3.03 | 57 | 2.97 | 59 | 2.92 | 56 | 3.06 | 69 | 3.25 |
Lebanon | 82 | 2.71 | 98 | 2.45 | 75 | 2.61 | 82 | 2.77 | 103 | 2.52 | 72 | 2.83 | 98 | 3.05 |
Lesotho | 153 | 2.22 | 139 | 2.20 | 153 | 2.02 | 162 | 2.14 | 158 | 2.12 | 148 | 2.22 | 149 | 2.60 |
Liberia | 146 | 2.29 | 153 | 2.04 | 150 | 2.06 | 156 | 2.22 | 143 | 2.24 | 157 | 2.15 | 103 | 2.99 |
Libya | 155 | 2.21 | 156 | 2.00 | 136 | 2.17 | 158 | 2.18 | 148 | 2.21 | 166 | 1.90 | 128 | 2.78 |
Lithuania | 43 | 3.20 | 41 | 3.02 | 49 | 3.00 | 54 | 3.03 | 45 | 3.10 | 42 | 3.25 | 35 | 3.78 |
Luxembourg | 16 | 3.84 | 16 | 3.67 | 18 | 3.84 | 11 | 3.68 | 15 | 3.83 | 22 | 3.78 | 7 | 4.27 |
Macedonia, FYR | 99 | 2.62 | 115 | 2.36 | 86 | 2.51 | 96 | 2.66 | 90 | 2.60 | 113 | 2.52 | 100 | 3.01 |
Madagascar | 137 | 2.35 | 121 | 2.32 | 137 | 2.16 | 154 | 2.22 | 141 | 2.25 | 125 | 2.42 | 136 | 2.70 |
Malawi | 84 | 2.69 | 76 | 2.58 | 83 | 2.56 | 103 | 2.61 | 71 | 2.76 | 92 | 2.65 | 105 | 2.99 |
Malaysia | 35 | 3.34 | 38 | 3.06 | 33 | 3.30 | 30 | 3.43 | 34 | 3.34 | 38 | 3.32 | 46 | 3.60 |
Maldives | 97 | 2.63 | 97 | 2.46 | 72 | 2.64 | 104 | 2.59 | 115 | 2.42 | 103 | 2.57 | 96 | 3.07 |
Mali | 109 | 2.55 | 136 | 2.22 | 116 | 2.28 | 95 | 2.66 | 117 | 2.40 | 76 | 2.81 | 119 | 2.87 |
Malta | 61 | 2.94 | 56 | 2.77 | 52 | 2.95 | 64 | 2.91 | 61 | 2.85 | 61 | 2.95 | 71 | 3.24 |
Mauritania | 157 | 2.20 | 142 | 2.16 | 147 | 2.09 | 161 | 2.15 | 162 | 2.06 | 156 | 2.18 | 156 | 2.54 |
Mauritius | 91 | 2.65 | 86 | 2.51 | 68 | 2.68 | 137 | 2.35 | 79 | 2.69 | 84 | 2.72 | 106 | 2.98 |
Mexico | 53 | 3.08 | 54 | 2.78 | 56 | 2.90 | 50 | 3.09 | 49 | 3.06 | 51 | 3.14 | 52 | 3.49 |
Moldova | 113 | 2.52 | 122 | 2.31 | 131 | 2.21 | 90 | 2.69 | 123 | 2.36 | 133 | 2.36 | 90 | 3.10 |
Mongolia | 129 | 2.40 | 132 | 2.25 | 142 | 2.12 | 128 | 2.45 | 145 | 2.23 | 149 | 2.21 | 94 | 3.07 |
Montenegro | 94 | 2.65 | 91 | 2.49 | 93 | 2.46 | 92 | 2.68 | 97 | 2.55 | 108 | 2.55 | 84 | 3.11 |
Morocco | 87 | 2.67 | 114 | 2.36 | 80 | 2.58 | 75 | 2.80 | 92 | 2.59 | 104 | 2.57 | 93 | 3.09 |
Mozambique | 102 | 2.59 | 100 | 2.45 | 130 | 2.22 | 71 | 2.86 | 120 | 2.38 | 96 | 2.62 | 107 | 2.98 |
Myanmar | 139 | 2.34 | 137 | 2.21 | 145 | 2.11 | 155 | 2.22 | 133 | 2.28 | 135 | 2.33 | 120 | 2.86 |
Namibia | 80 | 2.73 | 72 | 2.60 | 62 | 2.74 | 93 | 2.68 | 86 | 2.64 | 107 | 2.55 | 81 | 3.14 |
Nepal | 121 | 2.45 | 140 | 2.19 | 132 | 2.20 | 131 | 2.40 | 122 | 2.36 | 106 | 2.56 | 104 | 2.99 |
Netherlands | 2 | 4.07 | 3 | 3.97 | 2 | 4.23 | 6 | 3.76 | 2 | 4.12 | 7 | 4.08 | 6 | 4.30 |
New Zealand | 22 | 3.68 | 20 | 3.58 | 21 | 3.79 | 36 | 3.27 | 21 | 3.69 | 24 | 3.73 | 17 | 4.10 |
Nicaragua | 108 | 2.56 | 84 | 2.52 | 99 | 2.44 | 111 | 2.54 | 98 | 2.55 | 115 | 2.49 | 129 | 2.77 |
Niger | 148 | 2.29 | 146 | 2.14 | 146 | 2.10 | 146 | 2.28 | 140 | 2.26 | 139 | 2.29 | 145 | 2.62 |
Nigeria | 103 | 2.59 | 145 | 2.15 | 88 | 2.50 | 118 | 2.52 | 100 | 2.54 | 83 | 2.73 | 86 | 3.10 |
Norway | 20 | 3.74 | 19 | 3.62 | 19 | 3.84 | 27 | 3.48 | 20 | 3.75 | 18 | 3.83 | 25 | 3.96 |
Oman | 46 | 3.16 | 52 | 2.82 | 37 | 3.18 | 34 | 3.29 | 50 | 3.06 | 60 | 2.96 | 44 | 3.61 |
Pakistan | 95 | 2.64 | 104 | 2.41 | 100 | 2.43 | 79 | 2.79 | 80 | 2.69 | 112 | 2.52 | 112 | 2.93 |
Panama | 41 | 3.26 | 44 | 2.95 | 42 | 3.14 | 33 | 3.35 | 38 | 3.20 | 43 | 3.25 | 42 | 3.63 |
Papua New Guinea | 144 | 2.31 | 112 | 2.37 | 144 | 2.11 | 145 | 2.29 | 159 | 2.11 | 134 | 2.36 | 147 | 2.61 |
Paraguay | 83 | 2.70 | 80 | 2.53 | 87 | 2.50 | 101 | 2.66 | 76 | 2.70 | 105 | 2.56 | 73 | 3.23 |
Peru | 74 | 2.78 | 74 | 2.59 | 91 | 2.46 | 68 | 2.88 | 87 | 2.62 | 85 | 2.72 | 60 | 3.36 |
Philippines | 64 | 2.91 | 70 | 2.62 | 71 | 2.67 | 39 | 3.20 | 64 | 2.80 | 58 | 3.01 | 83 | 3.11 |
Poland | 31 | 3.50 | 31 | 3.26 | 40 | 3.17 | 19 | 3.57 | 29 | 3.49 | 33 | 3.49 | 26 | 3.94 |
Portugal | 28 | 3.56 | 32 | 3.24 | 35 | 3.23 | 17 | 3.59 | 28 | 3.54 | 25 | 3.69 | 20 | 4.03 |
Qatar | 30 | 3.50 | 35 | 3.18 | 27 | 3.43 | 13 | 3.62 | 31 | 3.46 | 31 | 3.53 | 34 | 3.78 |
Romania | 50 | 3.10 | 58 | 2.73 | 58 | 2.86 | 46 | 3.15 | 53 | 3.01 | 48 | 3.19 | 45 | 3.61 |
Russian Federation | 85 | 2.69 | 131 | 2.25 | 73 | 2.64 | 105 | 2.59 | 73 | 2.74 | 88 | 2.67 | 74 | 3.23 |
Rwanda | 65 | 2.90 | 64 | 2.68 | 76 | 2.60 | 47 | 3.14 | 69 | 2.77 | 73 | 2.83 | 64 | 3.31 |
São Tomé and Príncipe | 105 | 2.56 | 83 | 2.52 | 114 | 2.30 | 130 | 2.44 | 99 | 2.55 | 90 | 2.66 | 116 | 2.90 |
Saudi Arabia | 52 | 3.08 | 60 | 2.70 | 38 | 3.18 | 52 | 3.05 | 57 | 2.94 | 47 | 3.19 | 56 | 3.43 |
Senegal | 141 | 2.34 | 125 | 2.29 | 122 | 2.24 | 129 | 2.44 | 137 | 2.27 | 151 | 2.19 | 153 | 2.56 |
Serbia | 68 | 2.83 | 82 | 2.53 | 78 | 2.59 | 67 | 2.89 | 68 | 2.78 | 68 | 2.86 | 63 | 3.32 |
Sierra Leone | 164 | 2.06 | 164 | 1.82 | 154 | 2.02 | 160 | 2.15 | 167 | 1.96 | 161 | 2.10 | 164 | 2.31 |
Singapore | 5 | 4.05 | 2 | 4.00 | 5 | 4.14 | 8 | 3.72 | 4 | 4.08 | 8 | 4.05 | 3 | 4.34 |
Slovak Republic | 47 | 3.14 | 46 | 2.94 | 44 | 3.09 | 42 | 3.19 | 43 | 3.13 | 57 | 3.02 | 54 | 3.45 |
Slovenia | 39 | 3.29 | 34 | 3.21 | 34 | 3.25 | 44 | 3.16 | 41 | 3.17 | 40 | 3.30 | 41 | 3.65 |
Solomon Islands | 112 | 2.52 | 66 | 2.66 | 125 | 2.23 | 151 | 2.24 | 88 | 2.61 | 131 | 2.37 | 102 | 3.00 |
Somalia | 167 | 2.00 | 165 | 1.81 | 167 | 1.69 | 152 | 2.24 | 161 | 2.07 | 165 | 1.94 | 167 | 2.18 |
South Africa | 29 | 3.51 | 29 | 3.29 | 28 | 3.39 | 26 | 3.53 | 33 | 3.42 | 30 | 3.56 | 31 | 3.85 |
Spain | 18 | 3.78 | 21 | 3.57 | 22 | 3.79 | 9 | 3.72 | 18 | 3.78 | 21 | 3.78 | 19 | 4.04 |
Sri Lanka | 92 | 2.65 | 77 | 2.57 | 104 | 2.39 | 108 | 2.57 | 85 | 2.64 | 81 | 2.77 | 113 | 2.93 |
Sudan | 130 | 2.40 | 148 | 2.13 | 139 | 2.14 | 121 | 2.49 | 116 | 2.41 | 122 | 2.45 | 134 | 2.73 |
Sweden | 3 | 4.07 | 4 | 3.95 | 3 | 4.22 | 2 | 3.88 | 5 | 4.04 | 11 | 4.02 | 4 | 4.32 |
Switzerland | 13 | 3.91 | 12 | 3.75 | 9 | 4.07 | 20 | 3.57 | 12 | 3.92 | 10 | 4.02 | 12 | 4.20 |
Syrian Arab Republic | 163 | 2.10 | 167 | 1.70 | 143 | 2.12 | 166 | 2.09 | 165 | 2.00 | 146 | 2.23 | 157 | 2.50 |
Taiwan | 24 | 3.65 | 25 | 3.42 | 25 | 3.67 | 24 | 3.54 | 24 | 3.68 | 27 | 3.67 | 27 | 3.93 |
Tajikistan | 147 | 2.29 | 154 | 2.02 | 133 | 2.17 | 143 | 2.32 | 132 | 2.29 | 143 | 2.26 | 142 | 2.65 |
Tanzania | 67 | 2.88 | 69 | 2.66 | 63 | 2.72 | 66 | 2.89 | 65 | 2.80 | 69 | 2.85 | 62 | 3.34 |
Thailand | 34 | 3.36 | 37 | 3.13 | 41 | 3.17 | 32 | 3.40 | 35 | 3.29 | 35 | 3.38 | 36 | 3.75 |
Togo | 119 | 2.48 | 119 | 2.33 | 127 | 2.23 | 106 | 2.58 | 130 | 2.29 | 114 | 2.50 | 111 | 2.93 |
Trinidad and Tobago | 127 | 2.41 | 106 | 2.40 | 107 | 2.36 | 127 | 2.46 | 134 | 2.28 | 142 | 2.27 | 139 | 2.65 |
Tunisia | 104 | 2.59 | 130 | 2.27 | 117 | 2.27 | 115 | 2.53 | 113 | 2.45 | 80 | 2.78 | 76 | 3.20 |
Turkey | 37 | 3.29 | 47 | 2.94 | 30 | 3.36 | 40 | 3.19 | 37 | 3.23 | 36 | 3.37 | 39 | 3.68 |
Turkmenistan | 142 | 2.34 | 133 | 2.25 | 129 | 2.23 | 135 | 2.36 | 150 | 2.20 | 137 | 2.32 | 143 | 2.63 |
Uganda | 72 | 2.79 | 53 | 2.78 | 96 | 2.45 | 74 | 2.82 | 78 | 2.70 | 86 | 2.69 | 68 | 3.27 |
Ukraine | 69 | 2.83 | 95 | 2.46 | 105 | 2.38 | 81 | 2.77 | 70 | 2.76 | 54 | 3.08 | 55 | 3.45 |
United Arab Emirates | 14 | 3.89 | 17 | 3.66 | 13 | 3.98 | 7 | 3.76 | 16 | 3.83 | 16 | 3.89 | 10 | 4.23 |
United Kingdom | 6 | 4.01 | 8 | 3.85 | 7 | 4.09 | 10 | 3.69 | 7 | 4.04 | 5 | 4.10 | 5 | 4.32 |
United States | 10 | 3.92 | 11 | 3.76 | 6 | 4.10 | 23 | 3.54 | 11 | 3.93 | 3 | 4.13 | 16 | 4.14 |
Uruguay | 75 | 2.78 | 73 | 2.60 | 82 | 2.57 | 80 | 2.78 | 67 | 2.79 | 74 | 2.83 | 91 | 3.10 |
Uzbekistan | 117 | 2.50 | 147 | 2.13 | 98 | 2.44 | 134 | 2.38 | 109 | 2.49 | 110 | 2.54 | 101 | 3.01 |
Venezuela, RB | 135 | 2.37 | 160 | 1.94 | 124 | 2.24 | 120 | 2.49 | 128 | 2.32 | 123 | 2.44 | 133 | 2.74 |
Vietnam | 45 | 3.16 | 51 | 2.86 | 54 | 2.92 | 45 | 3.15 | 40 | 3.17 | 44 | 3.23 | 47 | 3.60 |
Yemen, Rep. | 149 | 2.27 | 150 | 2.08 | 151 | 2.05 | 142 | 2.33 | 135 | 2.27 | 144 | 2.24 | 144 | 2.63 |
Zambia | 118 | 2.49 | 129 | 2.27 | 115 | 2.29 | 88 | 2.72 | 111 | 2.46 | 154 | 2.18 | 110 | 2.94 |
Zimbabwe | 161 | 2.17 | 155 | 2.01 | 155 | 2.01 | 163 | 2.13 | 149 | 2.20 | 152 | 2.19 | 162 | 2.45 |