Logistics infrastructure quality score
Compare logistics infrastructure quality score across 138 ISO-mapped countries or territories using one fixed 2022 official-source dataset.
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Key Insights
- •Coverage: 138 ISO-mapped countries or territories in 2022.
- •Published range: 1.7 to 4.6 score (1–5).
- •Discovery motivation: GitHub hardware/technology projects and X/Twitter global commerce topics.
Country Rankings
Top 10 Countries
Bottom 10 Countries
Data Analysis
Value Distribution
How countries are distributed across the value range
Regional Comparison
Average values by world region (Global avg: 2.9score (1–5))
About This Statistic
Data are from the Logistics Performance Index survey conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. Respondents evaluate eight countries on six core dimensions on a scale from 1 (worst) to 5 (best). The eight countries are chosen based on the most important export and import markets of the respondent's country, random selection, and, for landlocked countries, neighboring countries that connect them with international markets. The 2023 LPI survey was conducted from September 6 to November 5, 2022. It provided 4,090 country assessments by 652 logistics professionals in 115 countries in all World Bank regions. Details of the survey methodology and index construction methodology are included in Appendix 5 of the 2023 LPI report available at: https://lpi.worldbank.org/report. Respondents evaluated the quality of trade and transport related infrastructure (e.g. ports, railroads, roads, information technology), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.
MapTheory retains one fixed reference year and unit. Only finite values mapped to ISO 3166-1 numeric codes are included; aggregates, missing values and non-ISO geographies are excluded. No value is estimated, imputed or carried across years.
Methodology
Data are from the Logistics Performance Index survey conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. Respondents evaluate eight countries on six core dimensions on a scale from 1 (worst) to 5 (best). The eight countries are chosen based on the most important export and import markets of the respondent's country, random selection, and, for landlocked countries, neighboring countries that connect them with international markets. The 2023 LPI survey was conducted from September 6 to November 5, 2022. It provided 4,090 country assessments by 652 logistics professionals in 115 countries in all World Bank regions. Details of the survey methodology and index construction methodology are included in Appendix 5 of the 2023 LPI report available at: https://lpi.worldbank.org/report. Respondents evaluated the quality of trade and transport related infrastructure (e.g. ports, railroads, roads, information technology), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.
Full Data
| Rank ↑ | Country ↕ | Value ↕ |
|---|---|---|
| 1 | Singapore | 4.6score (1–5) |
| 2 | Switzerland | 4.4score (1–5) |
| 3 | Canada | 4.3score (1–5) |
| 4 | Germany | 4.3score (1–5) |
| 5 | Finland | 4.2score (1–5) |
| 6 | Japan | 4.2score (1–5) |
| 7 | Netherlands | 4.2score (1–5) |
| 8 | Sweden | 4.2score (1–5) |
| 9 | Denmark | 4.1score (1–5) |
| 10 | South Korea | 4.1score (1–5) |
| 11 | United Arab Emirates | 4.1score (1–5) |
| 12 | Australia | 4.1score (1–5) |
| 13 | Belgium | 4.1score (1–5) |
| 14 | People's Republic of China | 4.0score (1–5) |
| 15 | Hong Kong | 4.0score (1–5) |
| 16 | Norway | 3.9score (1–5) |
| 17 | United States of America | 3.9score (1–5) |
| 18 | Austria | 3.9score (1–5) |
| 19 | France | 3.8score (1–5) |
| 20 | Italy | 3.8score (1–5) |
| 21 | New Zealand | 3.8score (1–5) |
| 22 | Qatar | 3.8score (1–5) |
| 23 | Spain | 3.8score (1–5) |
| 24 | Greece | 3.7score (1–5) |
| 25 | Israel | 3.7score (1–5) |
| 26 | Malta | 3.7score (1–5) |
| 27 | Thailand | 3.7score (1–5) |
| 28 | United Kingdom | 3.7score (1–5) |
| 29 | Iceland | 3.6score (1–5) |
| 30 | Kuwait | 3.6score (1–5) |
| 31 | Luxembourg | 3.6score (1–5) |
| 32 | Malaysia | 3.6score (1–5) |
| 33 | Portugal | 3.6score (1–5) |
| 34 | Saudi Arabia | 3.6score (1–5) |
| 35 | Slovenia | 3.6score (1–5) |
| 36 | South Africa | 3.6score (1–5) |
| 37 | Bahrain | 3.6score (1–5) |
| 38 | Estonia | 3.5score (1–5) |
| 39 | Ireland | 3.5score (1–5) |
| 40 | Lithuania | 3.5score (1–5) |
| 41 | Poland | 3.5score (1–5) |
| 42 | Türkiye | 3.4score (1–5) |
| 43 | Latvia | 3.3score (1–5) |
| 44 | Panama | 3.3score (1–5) |
| 45 | Slovakia | 3.3score (1–5) |
| 46 | India | 3.2score (1–5) |
| 47 | Oman | 3.2score (1–5) |
| 48 | Philippines | 3.2score (1–5) |
| 49 | Vietnam | 3.2score (1–5) |
| 50 | Brazil | 3.2score (1–5) |
| 51 | Bulgaria | 3.1score (1–5) |
| 52 | Hungary | 3.1score (1–5) |
| 53 | Botswana | 3.1score (1–5) |
| 54 | Croatia | 3.0score (1–5) |
| 55 | Czech Republic | 3.0score (1–5) |
| 56 | The Republic of North Macedonia | 3.0score (1–5) |
| 57 | Egypt | 3.0score (1–5) |
| 58 | Colombia | 2.9score (1–5) |
| 59 | Indonesia | 2.9score (1–5) |
| 60 | Romania | 2.9score (1–5) |
| 61 | Rwanda | 2.9score (1–5) |
| 62 | Chile | 2.8score (1–5) |
| 63 | Cyprus | 2.8score (1–5) |
| 64 | Mexico | 2.8score (1–5) |
| 65 | Namibia | 2.8score (1–5) |
| 66 | Argentina | 2.8score (1–5) |
| 67 | Belarus | 2.7score (1–5) |
| 68 | Costa Rica | 2.7score (1–5) |
| 69 | Dominican Republic | 2.7score (1–5) |
| 70 | Honduras | 2.7score (1–5) |
| 71 | Russian Federation | 2.7score (1–5) |
| 72 | Uruguay | 2.7score (1–5) |
| 73 | Albania | 2.7score (1–5) |
| 74 | Antigua and Barbuda | 2.7score (1–5) |
| 75 | Central African Republic | 2.6score (1–5) |
| 76 | Armenia | 2.6score (1–5) |
| 77 | Bosnia and Herzegovina | 2.6score (1–5) |
| 78 | Solomon Islands | 2.6score (1–5) |
| 79 | Benin | 2.5score (1–5) |
| 80 | Grenada | 2.5score (1–5) |
| 81 | Kazakhstan | 2.5score (1–5) |
| 82 | Mauritius | 2.5score (1–5) |
| 83 | Montenegro | 2.5score (1–5) |
| 84 | Paraguay | 2.5score (1–5) |
| 85 | Peru | 2.5score (1–5) |
| 86 | Tajikistan | 2.5score (1–5) |
| 87 | Bahamas | 2.5score (1–5) |
| 88 | Sri Lanka | 2.4score (1–5) |
| 89 | Ghana | 2.4score (1–5) |
| 90 | Guatemala | 2.4score (1–5) |
| 91 | Guinea | 2.4score (1–5) |
| 92 | Guyana | 2.4score (1–5) |
| 93 | Islamic Republic of Iran | 2.4score (1–5) |
| 94 | Jamaica | 2.4score (1–5) |
| 95 | Kyrgyzstan | 2.4score (1–5) |
| 96 | Liberia | 2.4score (1–5) |
| 97 | Nigeria | 2.4score (1–5) |
| 98 | Papua New Guinea | 2.4score (1–5) |
| 99 | Guinea-Bissau | 2.4score (1–5) |
| 100 | Serbia | 2.4score (1–5) |
| 101 | Zimbabwe | 2.4score (1–5) |
| 102 | Trinidad and Tobago | 2.4score (1–5) |
| 103 | Ukraine | 2.4score (1–5) |
| 104 | Uzbekistan | 2.4score (1–5) |
| 105 | Venezuela | 2.4score (1–5) |
| 106 | Bolivia | 2.4score (1–5) |
| 107 | Democratic Republic of the Congo | 2.3score (1–5) |
| 108 | Djibouti | 2.3score (1–5) |
| 109 | Georgia | 2.3score (1–5) |
| 110 | Republic of The Gambia | 2.3score (1–5) |
| 111 | Lao People's Democratic Republic | 2.3score (1–5) |
| 112 | Mongolia | 2.3score (1–5) |
| 113 | Sudan | 2.3score (1–5) |
| 114 | Togo | 2.3score (1–5) |
| 115 | Burkina Faso | 2.3score (1–5) |
| 116 | Bangladesh | 2.3score (1–5) |
| 117 | Cuba | 2.2score (1–5) |
| 118 | El Salvador | 2.2score (1–5) |
| 119 | Fiji | 2.2score (1–5) |
| 120 | Gabon | 2.2score (1–5) |
| 121 | Iraq | 2.2score (1–5) |
| 122 | Syrian Arab Republic | 2.2score (1–5) |
| 123 | Bhutan | 2.2score (1–5) |
| 124 | Cambodia | 2.1score (1–5) |
| 125 | Cameroon | 2.1score (1–5) |
| 126 | Republic of the Congo | 2.1score (1–5) |
| 127 | Algeria | 2.1score (1–5) |
| 128 | Angola | 2.1score (1–5) |
| 129 | Mali | 2.0score (1–5) |
| 130 | Mauritania | 2.0score (1–5) |
| 131 | Moldova, Republic of | 1.9score (1–5) |
| 132 | Nicaragua | 1.9score (1–5) |
| 133 | Somalia | 1.9score (1–5) |
| 134 | Yemen | 1.9score (1–5) |
| 135 | Haiti | 1.8score (1–5) |
| 136 | Madagascar | 1.8score (1–5) |
| 137 | Libya | 1.7score (1–5) |
| 138 | Afghanistan | 1.7score (1–5) |
Topics
Data Source
This data comes from World Development Indicators (2022).
View Original Source