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Data are available online at : </span><a href="https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi" data-reactid="154">worldbank.org/lpi</a><span data-reactid="155">. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.</span></span></div><div class="license meta" data-reactid="156"><em data-reactid="157"><span data-reactid="158">License</span> </em> : CC BY-4.0 <a href="https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by" target="_blank" class="info-b" data-reactid="163"></a></div></div><section class="body" data-reactid="164"><nav class="tabs" data-reactid="165"><div class="tab-item" data-reactid="166"><a class="active" data-reactid="167"><span data-reactid="168">Line</span></a><a class="" data-reactid="169"><span data-reactid="170">Bar</span></a><a data-reactid="171"><span data-reactid="172">Map</span></a></div><div class="buttons" data-reactid="173"><span data-reactid="174"></span><button class="button secondary share" style="display:inline-block;" data-reactid="175"><span 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data-reactid="228"><ul class="chart-list" data-reactid="229"><li data-customlink="nl:body content sidebar" data-text="Lead time to export, median case (days)" data-reactid="230"><span class="name" data-reactid="231">Lead time to export, median case (days)</span><div class="chart" data-reactid="232"><img class="placeholder" src="/web/20181204070353im_/https://data.worldbank.org/assets/images/placeholder.png" data-reactid="233"/><div class="d3-chart spinning" data-reactid="234"></div></div></li><li data-customlink="nl:body content sidebar" data-text="Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)" data-reactid="235"><span class="name" data-reactid="236">Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)</span><div class="chart" data-reactid="237"><img class="placeholder" src="/web/20181204070353im_/https://data.worldbank.org/assets/images/placeholder.png" data-reactid="238"/><div class="d3-chart spinning" 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","^2","atom","^3","World"],"region",["^ ","^2","atom"]]],"indicatorMeta",["^ ","^<",["^ ","License_Type",["^ ","^2","atom","^3","CC BY-4.0"],"License_URL",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"WDITable",["^ ","^2","atom","^3","6.7"],"decimal",["^ ","^2","atom","^3",1],"description",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","Topic","Private Sector & Trade: Trade facilitation","Statisticalconceptandmethodology","Data on lead time to import are from the Logistics Performance Index (LPI) survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments) of shipments from the port of discharge or equivalent to the buyer's warehouse.\n\nThe Logistics Performance Index (LPI) uses a structured online survey of logistics professionals at multinational freight forwarders and at the main express carriers. The 2012 LPI data are based on the 2011 survey, which was administered to nearly 1,000 respondents at international logistics companies in 143 countries (domestic performance indicators). The international LPI covers 155 countries. The LPI assesses both large companies and small and medium enterprises. Most of the responses are from small and medium enterprises, with large companies (those with 250 employees or more) accounting for roughly 18 percent of responses. The respondents include groups of professionals who are directly involved in day-today operations, from company headquarters and from country offices such as senior executives, area or country managers, and department managers. Many of the respondents are at corporate or regional headquarters or at country branch offices. The rest are at local branch offices or independent firms. The majority of respondents are involved in providing most logistics services as their main line of work such as warehousing and distribution, customer-tailored logistics solutions, courier services, bulk or break bulk cargo transport, and less-than-full container, full-container, or full-trailer load transport.\n\nFor the lead time to import, respondents were asked for quantitative information on their countries' international supply chains by picking choices from a dropdown menu. When a response indicates a single value, the answer is coded as the logarithm of that value. When a response indicates a range, the answer is coded as the logarithm of the midpoint of that range. Country scores are produced by exponentiating the average of responses in logarithms across all respondents for a given country. This method is equivalent to taking a geometric average in levels. Scores for regions, income groups, and LPI quintiles are simple averages of the relevant country scores.","Aggregationmethod","Unweighted average","Periodicity","Annual","Shortdefinition","Lead time to import is the median time (the value for 50 percent of shipments) from port of discharge to arrival at the consignee.","Developmentrelevance","The LPI measures on-the-ground trade logistics performance, helping national leaders, key policymakers, and private sector traders understand the challenges they and their trading partners face in reducing logistical barriers to international commerce.\n\nA useful outcome measure of logistics performance is the time taken to complete trade transactions. The median import lead time for port and airport supply chains, as measured for the LPI, is more than 3.5 times longer in low performing countries than in high-performing countries. The difference is around three times for land supply chains. The association suggests that geographical hurdles, and perhaps internal transport markets, still pose substantial difficulties in many countries. Besides geography and speed en route, another factor in import lead times is the border process. Time can be reduced at all stages of this process, but especially in the clearance of goods on arrival. Countries with low logistics performance need to reform their border management so that they can reduce red tape, excessive and opaque procedural requirements, and physical inspections. Although the time to clear goods through customs is a fairly small fraction of total import time for all LPI quintiles, it rises sharply if goods are physically inspected. Core customs procedures are similar across quintiles. But low-performing countries have a far higher prevalence of physical inspection, even subjecting the same shipment to repeated inspections by multiple agencies.\n\nMany low-income countries have long export lead times, reducing their export competitiveness and ability to participate in international trade.","Source","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","Longdefinition","Lead time to import is the median time (the value for 50 percent of shipments) from port of discharge to arrival at the consignee. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","sourceNote","Lead time to import is the median time (the value for 50 percent of shipments) from port of discharge to arrival at the consignee. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case.","^2H","CC BY-4.0","Limitationsandexceptions","The Logistics Performance Index is an interactive benchmarking tool created to help countries identify the challenges and opportunities they face in their performance on trade logistics and what they can do to improve their performance. Feedback from operators is supplemented with quantitative data on the performance of key components of the logistics chain in the country of work. Thus, the LPI consists of both qualitative and quantitative measures.\n\nIn addition, despite being the most comprehensive data source for country logistics and trade facilitation, the LPI has two important limitations. First, the experience of international freight forwarders might not represent the broader logistics environment in poor countries, which often rely on traditional operators. And the international and traditional operators might differ in their interactions with government agencies - and in their service levels. Second, for landlocked countries and small-island states, the LPI might reflect access problems outside the country assessed, such as transit difficulties. The low rating of a landlocked country might not adequately reflect its trade facilitation efforts, which depend on the workings of complex international transit systems. Landlocked countries cannot eliminate transit inefficiencies with domestic reforms.","shortname","Lead time to import, median case","sourceOrganization","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. 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Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"sourceURL",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"topics",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","defaultLocations",["^ ","fallback",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"unit",["^ ","^2","atom","^3","unknown"]],"^22",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of country's overall level of competence and quality of logistics services (e.g. transport operators, customs brokers), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated the overall level of competence and quality of logistics services (e.g. transport operators, customs brokers), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated the overall level of competence and quality of logistics services (e.g. transport operators, customs brokers), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2H","CC BY-4.0","^2Y","Logistics performance index: Competence and quality of logistics services (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Competence and quality of logistics services","^2Z","Logistics performance index: Competence and quality of logistics services (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Competence and quality of logistics services (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.LOGS.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Competence and quality of logistics services"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated the overall level of competence and quality of logistics services (e.g. transport operators, customs brokers), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^23",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom","^3","6.7"],"^2K",["^ ","^2","atom","^3",1],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2M","Private Sector & Trade: Trade facilitation","^2N","Data on lead time to export are from the Logistics Performance Index (LPI) survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments) of shipments from the point of origin (the seller's factory, typically located either in the capital city or in the largest commercial center) to the port of loading or equivalent (port/airport), and excluding international shipping.\n\nThe Logistics Performance Index (LPI) uses a structured online survey of logistics professionals at multinational freight forwarders and at the main express carriers. The 2012 LPI data are based on the 2011 survey, which was administered to nearly 1,000 respondents at international logistics companies in 143 countries (domestic performance indicators). The international LPI covers 155 countries. The LPI assesses both large companies and small and medium enterprises. Most of the responses are from small and medium enterprises, with large companies (those with 250 employees or more) accounting for roughly 18 percent of responses. The respondents include groups of professionals who are directly involved in day-today operations, from company headquarters and from country offices such as senior executives, area or country managers, and department managers. Many of the respondents are at corporate or regional headquarters or at country branch offices. The rest are at local branch offices or independent firms. The majority of respondents are involved in providing most logistics services as their main line of work such as warehousing and distribution, customer-tailored logistics solutions, courier services, bulk or break bulk cargo transport, and less-than-full container, full-container, or full-trailer load transport. \n\nFor the lead time to export, respondents were asked for quantitative information on their countries' international supply chains by picking choices from a dropdown menu. When a response indicates a single value, the answer is coded as the logarithm of that value. When a response indicates a range, the answer is coded as the logarithm of the midpoint of that range. Country scores are produced by exponentiating the average of responses in logarithms across all respondents for a given country. This method is equivalent to taking a geometric average in levels. Scores for regions, income groups, and LPI quintiles are simple averages of the relevant country scores.","^2O","Unweighted average","^2P","Annual","^2Q","Lead time to export is the median time (the value for 50 percent of shipments) from shipment point to port of loading.","^2R","The LPI measures on-the-ground trade logistics performance, helping national leaders, key policymakers, and private sector traders understand the challenges they and their trading partners face in reducing logistical barriers to international commerce.\n\nA useful outcome measure of logistics performance is the time taken to complete trade transactions. The median import lead time for port and airport supply chains, as measured for the LPI, is more than 3.5 times longer in low performing countries than in high-performing countries. The difference is around three times for land supply chains. The association suggests that geographical hurdles, and perhaps internal transport markets, still pose substantial difficulties in many countries. Besides geography and speed en route, another factor in import lead times is the border process. Time can be reduced at all stages of this process, but especially in the clearance of goods on arrival. Countries with low logistics performance need to reform their border management so that they can reduce red tape, excessive and opaque procedural requirements, and physical inspections. Although the time to clear goods through customs is a fairly small fraction of total import time for all LPI quintiles, it rises sharply if goods are physically inspected. Core customs procedures are similar across quintiles. But low-performing countries have a far higher prevalence of physical inspection, even subjecting the same shipment to repeated inspections by multiple agencies.\n\nMany low-income countries have long export lead times, reducing their export competitiveness and ability to participate in international trade.","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Lead time to export is the median time (the value for 50 percent of shipments) from shipment point to port of loading. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Lead time to export is the median time (the value for 50 percent of shipments) from shipment point to port of loading. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case.","^2H","CC BY-4.0","^2V","The Logistics Performance Index is an interactive benchmarking tool created to help countries identify the challenges and opportunities they face in their performance on trade logistics and what they can do to improve their performance. Feedback from operators is supplemented with quantitative data on the performance of key components of the logistics chain in the country of work. Thus, the LPI consists of both qualitative and quantitative measures.\n\nIn addition, despite being the most comprehensive data source for country logistics and trade facilitation, the LPI has two important limitations. First, the experience of international freight forwarders might not represent the broader logistics environment in poor countries, which often rely on traditional operators. And the international and traditional operators might differ in their interactions with government agencies - and in their service levels. Second, for landlocked countries and small-island states, the LPI might reflect access problems outside the country assessed, such as transit difficulties. The low rating of a landlocked country might not adequately reflect its trade facilitation efforts, which depend on the workings of complex international transit systems. Landlocked countries cannot eliminate transit inefficiencies with domestic reforms.","^2W","Lead time to export, median case","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2Y","Lead time to export, median case (days)","^2Z","Lead time to export, median case (days)"]],"^2Y",["^ ","^2","atom","^3","Lead time to export, median case (days)"],"id",["^ ","^2","atom","^3","LP.EXP.DURS.MD"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","LR","MT","PK","US","BO","HK","EG","SD","T2","PL","BA","KR","YE","BE","MN","DZ","HT","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","RW","TN","MU","QA","AU","T3","KZ","DJ","CA","UZ","PT","HN","TG","SY","CG","SN","ZM","BR","CU","LU","PE","JO","AR","FI","UG","NL","ZT","DE","GH","NO","PA","BD","LB","RO","T6","CN","KW","BY","JM","T5","MV","TT","IR","OM","MK","ID","CM","ZW","XG","NG","MX","IL","CD","RU","GM","BG","KE","BI","BJ","CI","NE","MR","AO","MD","SI","TR","DO","JP","LY","UY","GB","CZ","KH","IE","DK","AE","LV","T4","TZ","IT","IQ","UA","PH","LK","MG","RS","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.IMP.DURS.MD","LP.LPI.CUST.XQ"]],"^2W",["^ ","^2","atom","^3","Lead time to export, median case"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Lead time to export is the median time (the value for 50 percent of shipments) from shipment point to port of loading. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]],["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^24",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of the ease of arranging competitively priced shipments to a country, on a rating ranging from 1 (very difficult) to 5 (very easy). Scores are averaged across all respondents.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed the ease of arranging competitively priced shipments to markets, on a rating ranging from 1 (very difficult) to 5 (very easy). Scores are averaged across all respondents.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed the ease of arranging competitively priced shipments to markets, on a rating ranging from 1 (very difficult) to 5 (very easy). Scores are averaged across all respondents.","^2H","CC BY-4.0","^2Y","Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Ease of arranging competitively priced shipments","^2Z","Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.ITRN.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Ease of arranging competitively priced shipments"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed the ease of arranging competitively priced shipments to markets, on a rating ranging from 1 (very difficult) to 5 (very easy). Scores are averaged across all respondents."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^25",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of how often the shipments to assessed country reach the consignee within the scheduled or expected delivery time, on a rating ranging from 1 (hardly ever) to 5 (nearly always). Scores are averaged across all respondents.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed how often the shipments to assessed markets reach the consignee within the scheduled or expected delivery time, on a rating ranging from 1 (hardly ever) to 5 (nearly always). Scores are averaged across all respondents.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed how often the shipments to assessed markets reach the consignee within the scheduled or expected delivery time, on a rating ranging from 1 (hardly ever) to 5 (nearly always). Scores are averaged across all respondents.","^2H","CC BY-4.0","^2Y","Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time","^2Z","Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.TIME.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents assessed how often the shipments to assessed markets reach the consignee within the scheduled or expected delivery time, on a rating ranging from 1 (hardly ever) to 5 (nearly always). Scores are averaged across all respondents."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^26",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of country's 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.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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.","^2H","CC BY-4.0","^2Y","Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Quality of trade and transport-related infrastructure","^2Z","Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.INFR.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Quality of trade and transport-related infrastructure"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^27",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of the ability to track and trace consignments when shipping to the country, on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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.","^2H","CC BY-4.0","^2Y","Logistics performance index: Ability to track and trace consignments (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Ability to track and trace consignments","^2Z","Logistics performance index: Ability to track and trace consignments (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Ability to track and trace consignments (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.TRAC.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.OVRL.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Ability to track and trace consignments"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). 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."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^28",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom","^3","6.7"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2M","Private Sector & Trade: Trade facilitation","^2N","The indicator presents data from Logistics Performance Surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics.\n\nThe Logistics Performance Index (LPI) uses a structured online survey of logistics professionals at multinational freight forwarders and at the main express carriers. The 2012 LPI data are based on the 2011 survey, which was administered to nearly 1,000 respondents at international logistics companies in 143 countries (domestic performance indicators). The international LPI covers 155 countries. The LPI assesses both large companies and small and medium enterprises. Most of the responses are from small and medium enterprises, with large companies (those with 250 employees or more) accounting for roughly 18 percent of responses. The respondents include groups of professionals who are directly involved in day-today operations, from company headquarters and from country offices such as senior executives, area or country managers, and department managers. Many of the respondents are at corporate or regional headquarters or at country branch offices. The rest are at local branch offices or independent firms. The majority of respondents are involved in providing most logistics services as their main line of work such as warehousing and distribution, customer-tailored logistics solutions, courier services, bulk or break bulk cargo transport, and less-than-full container, full-container, or full-trailer load transport.\n\nEach survey respondent rates eight overseas markets on six core components of logistics performance (the efficiency of customs and border management clearance, the quality of trade and transport infrastructure, the ease of arranging competitively priced shipments, the competence and quality of logistics services, the ability to track and trace consignments, and the frequency shipments reach consignees within scheduled or expected delivery times). The components are rated on a scale (lowest score to highest score) from 1 to 5. The eight countries are chosen based on the most important export and import markets of the country where the respondent is located, on random selection, and - for landlocked countries - on neighboring countries that form part of the land bridge connecting them with international markets. The method used to select the group of countries rated by each respondent varies by the characteristics of the country where the respondent is located. If respondents did not provide information for all six components, interpolation is used to fill in missing values. The missing values are replaced with the country mean response for each question, adjusted by the respondent's average deviation from the country mean in the answered questions.\n\nThe LPI is constructed from the six indicators using principal component analysis (PCA), a standard statistical technique used to reduce the dimensionality of a dataset. In the LPI, the inputs for PCA are country scores on questions 10-15, averaged across all respondents providing data on a given overseas market. Scores are normalized by subtracting the sample mean and dividing by the standard deviation before conducting PCA. The output from PCA is a single indicator - the LPI - that is a weighted average of those scores. The weights are chosen to maximize the percentage of variation in the LPI's original six indicators. To construct the international LPI, normalized scores for each of the six original indicators are multiplied by their component loadings and then summed. The component loadings represent the weight given to each original indicator in constructing the international LPI. Since the loadings are similar for all six, the international LPI is close to a simple average of the indicators. To account for the sampling error created by the LPI's survey-based dataset, LPI scores are presented with approximate 80 percent confidence intervals.","^2O","Unweighted average","^2P","Annual","^2Q","Logistics Performance Index overall score reflects perceptions of a country's logistics based on efficiency of customs clearance process, quality of trade- and transport-related infrastructure, ease of arranging competitively priced shipments, quality of logistics services, ability to track and trace consignments, and frequency with which shipments reach the consignee within the scheduled time. The index ranges from 1 to 5, with a higher score representing better performance.","^2R","The LPI measures on-the-ground trade logistics performance, helping national leaders, key policymakers, and private sector traders understand the challenges they and their trading partners face in reducing logistical barriers to international commerce.\n\nAs the backbone of international trade, logistics encompasses freight transportation, warehousing, border clearance, payment systems, and many other functions. These functions are performed mostly by private service providers for private traders and owners of goods, but logistics is also important for the public policies of national governments and regional and international organizations. Because global supply chains are so varied and complex, the efficiency of logistics depends on government services, investments, and policies. Building infrastructure, developing a regulatory regime for transport services, and designing and implementing efficient customs clearance procedures are all areas where governments play an important role. The improvements in global logistics over the past two decades have been driven by innovation and a great increase in global trade. While policies and investments that enable good logistics practices help modernize the best-performing countries, logistics still lags in many developing countries. Indeed, the \"logistics gap\" evident in the first two editions of this report remains.\n\nThe tremendous importance of logistics performance for economic growth, diversification, and poverty reduction has long been widely recognized. National governments can facilitate trade through investments in both \"hard\" and \"soft\" infrastructure. Countries have improved their logistics performance by implementing strategic and sustained interventions, mobilizing actors across traditional sector silos, and involving the private sector. Logistics is also increasingly important for sustainability. A focus on the environmental impacts of logistics practices was recently included in the LPI.","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Logistics Performance Index overall score reflects perceptions of a country's logistics based on efficiency of customs clearance process, quality of trade- and transport-related infrastructure, ease of arranging competitively priced shipments, quality of logistics services, ability to track and trace consignments, and frequency with which shipments reach the consignee within the scheduled time. The index ranges from 1 to 5, with a higher score representing better performance. Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Scores for the six areas are averaged across all respondents and aggregated to a single score using principal components analysis. Details of the survey methodology and index construction methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010).","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Logistics Performance Index overall score reflects perceptions of a country's logistics based on efficiency of customs clearance process, quality of trade- and transport-related infrastructure, ease of arranging competitively priced shipments, quality of logistics services, ability to track and trace consignments, and frequency with which shipments reach the consignee within the scheduled time. The index ranges from 1 to 5, with a higher score representing better performance. Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Scores for the six areas are averaged across all respondents and aggregated to a single score using principal components analysis. Details of the survey methodology and index construction methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010).","^2H","CC BY-4.0","^2V","The Logistics Performance Index is an interactive benchmarking tool created to help countries identify the challenges and opportunities they face in their performance on trade logistics and what they can do to improve their performance. Feedback from operators is supplemented with quantitative data on the performance of key components of the logistics chain in the country of work. Thus, the LPI consists of both qualitative and quantitative measures.\n\nIn addition, despite being the most comprehensive data source for country logistics and trade facilitation, the LPI has two important limitations. First, the experience of international freight forwarders might not represent the broader logistics environment in poor countries, which often rely on traditional operators. And the international and traditional operators might differ in their interactions with government agencies - and in their service levels. Second, for landlocked countries and small-island states, the LPI might reflect access problems outside the country assessed, such as transit difficulties. The low rating of a landlocked country might not adequately reflect its trade facilitation efforts, which depend on the workings of complex international transit systems. Landlocked countries cannot eliminate transit inefficiencies with domestic reforms.","^2W","Logistics performance index: Overall","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2Y","Logistics performance index: Overall (1=low to 5=high)","^2Z","Logistics performance index: Overall (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Overall (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.OVRL.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.CUST.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Overall"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Logistics Performance Index overall score reflects perceptions of a country's logistics based on efficiency of customs clearance process, quality of trade- and transport-related infrastructure, ease of arranging competitively priced shipments, quality of logistics services, ability to track and trace consignments, and frequency with which shipments reach the consignee within the scheduled time. The index ranges from 1 to 5, with a higher score representing better performance. Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Scores for the six areas are averaged across all respondents and aggregated to a single score using principal components analysis. Details of the survey methodology and index construction methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010)."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]],"^29",["^ ","^2H",["^ ","^2","atom","^3","CC BY-4.0"],"^2I",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by"],"^2J",["^ ","^2","atom"],"^2K",["^ ","^2","atom","^3",2],"^2L",["^ ","^2","atom"],"en",["^ ","^2","atom","^3",["^ ","^2O","Unweighted average","^2P","Annual","^2Q","Logistics professionals' perception of the efficiency of country's customs clearance processes (i.e. speed, simplicity and predictability of formalities), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2M","Private Sector & Trade: Trade facilitation","^2S","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2T","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated efficiency of customs clearance processes (i.e. speed, simplicity and predictability of formalities), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2I","https://web.archive.org/web/20181204070353/https://datacatalog.worldbank.org/public-licenses#cc-by","^2U","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated efficiency of customs clearance processes (i.e. speed, simplicity and predictability of formalities), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents.","^2H","CC BY-4.0","^2Y","Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)","^2X","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report.","^2W","Logistics performance index: Efficiency of customs clearance process","^2Z","Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)"]],"^2Y",["^ ","^2","atom","^3","Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)"],"id",["^ ","^2","atom","^3","LP.LPI.CUST.XQ"],"^2[",["^ ","^2","atom","^3",[2016,["TD","CR","NP","LR","MT","CL","PK","GN","US","BO","HK","EG","SD","T2","PL","SL","BA","KR","BE","MN","ML","BN","DZ","AL","GW","MZ","HT","ET","NA","CO","GE","TH","ZA","VN","MA","ES","LT","T7","CH","AT","IN","BF","GR","IS","RW","TN","LA","QA","AU","LS","T3","KZ","DJ","KG","TM","GQ","GY","CA","UZ","PT","HN","HU","TG","SY","CG","SN","ZM","BR","BH","BT","CU","EE","NI","LU","FR","PE","JO","AR","FI","ME","UG","NL","SO","SE","ZT","DE","GH","NO","PA","BD","LB","RO","ER","T6","CN","KW","BY","JM","SV","T5","MV","TT","IR","OM","ST","AM","MK","ID","TJ","CM","ZW","XG","HR","NG","MX","IL","CD","RU","BG","KE","BI","MM","BJ","CI","NE","MR","AO","MD","SI","NZ","TR","DO","KM","AF","JP","PY","LY","GA","BS","UY","GB","PG","CZ","KH","IE","FJ","DK","AE","SK","LV","T4","TZ","IT","IQ","UA","VE","BW","PH","MG","RS","SB","CY","GT","MY","EC","SG","SA"]]],"^30",["^ ","^2","atom","^3",["LP.LPI.LOGS.XQ","LP.LPI.ITRN.XQ","LP.LPI.TIME.XQ","LP.LPI.INFR.XQ","LP.LPI.TRAC.XQ","LP.LPI.OVRL.XQ","LP.EXP.DURS.MD","LP.IMP.DURS.MD"]],"^2W",["^ ","^2","atom","^3","Logistics performance index: Efficiency of customs clearance process"],"^31",["^ ","^2","atom","^3","2"],"^2U",["^ ","^2","atom","^3","Data are from Logistics Performance Index surveys conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. 2009 round of surveys covered more than 5,000 country assessments by nearly 1,000 international freight forwarders. Respondents evaluate eight markets on six core dimensions on a scale from 1 (worst) to 5 (best). The markets 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. Details of the survey methodology are in Arvis and others' Connecting to Compete 2010: Trade Logistics in the Global Economy (2010). Respondents evaluated efficiency of customs clearance processes (i.e. speed, simplicity and predictability of formalities), on a rating ranging from 1 (very low) to 5 (very high). Scores are averaged across all respondents."],"^2X",["^ ","^2","atom","^3","World Bank and Turku School of Economics, Logistic Performance Index Surveys. Data are available online at : http://www.worldbank.org/lpi. Summary results are published in Arvis and others' Connecting to Compete: Trade Logistics in the Global Economy, The Logistics Performance Index and Its Indicators report."],"^32",["^ ","^2","atom","^3","https://web.archive.org/web/20181204070353/http://www.worldbank.org/lpi"],"^33",["^ ","^2","atom","^3",[["^ ","id","12","^3","Private Sector","^34",["^ ","^35",["1W"]]],["^ ","id","21","^3","Trade","^34",["^ ","^35",["1W"]]]]],"^36",["^ ","^2","atom","^3","unknown"]]],"extraData",["^ ","templateUrls",["^ ","^<",["^ ","^2","atom","^3",null]]]],"initialState",["^ ","reduxAsyncConnect",["^ ","loaded",true,"loadState",["^ "]],"router",["^ ","locationBeforeTransitions",["^ ","pathname","/indicator/LP.IMP.DURS.MD","search","?view=chart","hash","","state",null,"action","POP","key","rbe3th","query",["^ ","view","chart"],"$searchBase",["^ ","^3@","?view=chart","searchBase",""]]],"config",["~#_map",["translations",[["^ 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