Dataset
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 ability to track and trace consignments when shipping to the market, on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.
wb-indicators:LP.LPI.TRAC.XQ
World Bank
Logistics performance index: Ability to track and trace consignments (1=low to 5=high) carries observations for 214 countries and areas:
Africa Eastern and Southern · Afghanistan · Africa Western and Central · Angola · Albania · Arab World · United Arab Emirates · Argentina · Armenia · Antigua and Barbuda · Australia · Austria · Burundi · Belgium · Benin · Burkina Faso · Bangladesh · Bulgaria · Bahrain · Bahamas, The · Bosnia and Herzegovina · Belarus · Bolivia · Brazil · Brunei Darussalam · Bhutan · Botswana · Central African Republic · Canada · Central Europe and the Baltics · Switzerland · Chile · China · Cote d'Ivoire · Cameroon · Congo, Dem. Rep. · Congo, Rep. · Colombia · Comoros · Costa Rica · Caribbean small states · Cuba · Cyprus · Czechia · Germany · Djibouti · Denmark · Dominican Republic · Algeria · East Asia & Pacific (excluding high income) · Early-demographic dividend · East Asia & Pacific · Europe & Central Asia (excluding high income) · Europe & Central Asia · Ecuador · Egypt, Arab Rep. · Euro area · Eritrea · Spain · Estonia · Ethiopia · European Union · Finland · Fiji · France · Gabon · United Kingdom · Georgia · Ghana · Guinea · Gambia, The · Guinea-Bissau · Equatorial Guinea · Greece · Grenada · Guatemala · Guyana · Hong Kong SAR, China · Honduras · Heavily indebted poor countries (HIPC) · Croatia · Haiti · Hungary · IBRD only · IDA & IBRD total · IDA total · IDA blend · Indonesia · IDA only · India · Ireland · Iran, Islamic Rep. · Iraq · Iceland · Israel · Italy · Jamaica · Jordan · Japan · Kazakhstan · Kenya · Kyrgyz Republic · Cambodia · Korea, Rep. · Kuwait · Latin America & Caribbean (excluding high income) · Lao PDR · Lebanon · Liberia · Libya · Latin America & Caribbean · Least developed countries: UN classification · Sri Lanka · Low & middle income · Lesotho · Late-demographic dividend · Lithuania · Luxembourg · Latvia · Morocco · Moldova · Madagascar · Maldives · Middle East, North Africa, Afghanistan & Pakistan · Mexico · Middle income · North Macedonia · Mali · Malta · Myanmar · Middle East, North Africa, Afghanistan & Pakistan (excluding high income) · Montenegro · Mongolia · Mozambique · Mauritania · Mauritius · Malawi · Malaysia · North America · Namibia · Niger · Nigeria · Nicaragua · Netherlands · Norway · Nepal · New Zealand · OECD members · Oman · Other small states · Pakistan · Panama · Peru · Philippines · Papua New Guinea · Poland · Pre-demographic dividend · Portugal · Paraguay · Pacific island small states · Post-demographic dividend · Qatar · Romania · Russian Federation · Rwanda · South Asia · Saudi Arabia · Sudan · Senegal · Singapore · Solomon Islands · Sierra Leone · El Salvador · Somalia, Fed. Rep. · Serbia · Sub-Saharan Africa (excluding high income) · Sub-Saharan Africa · Small states · Sao Tome and Principe · Slovak Republic · Slovenia · Sweden · Syrian Arab Republic · Chad · East Asia & Pacific (IDA & IBRD countries) · Europe & Central Asia (IDA & IBRD countries) · Togo · Thailand · Tajikistan · Turkmenistan · Latin America & the Caribbean (IDA & IBRD countries) · Middle East, North Africa, Afghanistan & Pakistan (IDA & IBRD) · South Asia (IDA & IBRD) · Sub-Saharan Africa (IDA & IBRD countries) · Trinidad and Tobago · Tunisia · Turkiye · Tanzania · Uganda · Ukraine · Uruguay · United States · Uzbekistan · Venezuela, RB · Viet Nam · World · High income · Low income · Lower middle income · Upper middle income · Yemen, Rep. · South Africa · Zambia · Zimbabwe