South Asia

Atlas of the Sustainable Development Goals 2018: From the World Development Indicators

The dataset includes raw data, as well as analytical and chart-formatting code (primarily in R) used to produce the 145 figures in the Atlas of Sustainable Development Goals 2018. A majority of the figures are based on data from the World Development Indicators (around 100 figures), while nearly the entire remainder use other open datasets which are included in this entry to ensure reproducibility. Four figures use data which we are unable to share for commercial reasons.

Time Series

Economic Fitness

Economic Fitness (EF) is both a measure of a country’s diversification and ability to produce complex goods on a globally competitive basis. Countries with the highest levels of EF have capabilities to produce a diverse portfolio of products, ability to upgrade into ever-increasing complex goods, tend to have more predictable long-term growth, and to attain good competitive position relative to other countries. Countries with low EF levels tend to suffer from poverty, low capabilities, less predictable growth, low value-addition, and trouble upgrading and diversifying faster than other...

Time Series

WTO Dispute Settlement Database

The dataset covers all 351 WTO disputes initiated through the official filing of a Request for Consultations at the WTO, from 1 January 1995 until October 25, 2006, and for these disputes it includes events occurring until December 31, 2006. For these disputes, the dataset covers exhaustively all stages of dispute settlement proceedings, from the moment when consultations are being requested to the eventual implementation of the rulings.

The dataset contains several hundred variables, providing information on various aspects of the legal procedure. The total number of entries is...

Other

Public Credit Registries Survey Dataset

The Survey of Public Credit Registries was conducted by the World Bank in 1999-2000. 77 countries have participated in the survey, of which 40 indicated that they operated a public credit registry. The dataset contains responces to the survey regarding the nature of information collected and distributed by the Public Credit Registry, issues related to customer care and legal framework for credit.

Other

Finance for All? Policy Research Report

This dataset provides the following measures:

  • Composite measure of access to financial services;
  • Use of loan and deposit services across economies;
  • Branch and ATM penetration across economies;
  • Barriers to deposit services;
  • Barriers to loan services: consumer and mortgage loans;
  • Barriers to loan services: business and SME loans; and
  • Barriers to payment services.
Other

WPS78738 - Modeling the effects of physician emigration on human development

This paper quantifies the effects of physician emigration on human development indicators in developing countries. First, the geographical distribution and evolution of physician brain drain is documented for the period 1991-2004. Second, random and fixed effects models were employed to investigate the effects of physicians in the home countries and abroad on child mortality and vaccination rates. And third, models were estimated to investigate migration induced incentives and possible brain gain in the medical sector. The results showed positive effects of migration prospects on medical...

Time Series

WPS77544 - Measuring international skilled migration : a new database controlling for age of entry

Recent data on international migration of skilled workers define skilled migrants by education level without distinguishing whether they acquired their education in the home or the host country. This article uses immigrants' age of entry as a proxy for where they acquired their education. Data on age of entry are available from a subset of receiving countries that together represent 77 percent of total skilled immigration to countries of the OECD (Organization for Economic Co-operation and Development). Using these data and a simple gravity model to estimate the age-of-entry structure of...

Time Series

WPS4613 - A gendered assessment of the brain drain

This paper updates and extends the Docquier-Marfouk data set on inter-national migration by educational attainment. The authors use new sources, homogenize definitions of what a migrant is, and compute gender-disaggregated indicators of the brain drain. Emigration stocks and rates are provided by level of schooling and gender for 195 source countries in 1990 and 2000. The data set can be used to capture the recent trend in women's skilled migration and to analyze its causes and consequences for developing countries. The .findings show that women represent an increasing share of the OECD...

Time Series

Investment Climate FCS-typology-focused Data

Ten-year Investment Climate data for Fragile and Conflict-affected States (FCS) for the years 2006-2018.
These data are compiled from the World Bank's WDI, Enterprise Survey, Doing Business, CPIA and World Governance Indicators.

Time Series

Neighborhood Fragility Index (NFI) 2017

This Neighborhood Fragility Index (NFI) is based on the Fragility States Index (FSI) 2017 of the Fund for Peace. It provides a better understanding of neighbor quality of each country.

The quality of the neighborhood affects the trajectory of FCS countries through two channels: (1) A fragile neighborhood may increase the fragility of the affected country and perpetuate the conflict through illegal flows of weapons and fighters; (2) A stable neighborhood can provide the FCS countries with trading partners during and immediately after the conflict. It can also be a source of...

Other

WPS6979 - WTO Trade Flows and Trade Disputes

The database from Bown and Reynolds (2014, "Trade Flows and Trade Disputes") maps information on the policies that triggered WTO dispute settlement actions between 1995 and 2011 to highly disaggregated, product-level trade data so as to potentially learn from more precise measures of market access. This mapping includes three important elements i) information on the timing of the respondent’s policy change which triggered the dispute; ii) information on the different types of WTO-violating policies imposed, particularly whether they are ‘global’ policies (imposed against all trading...

Time Series

International Comparison Program 2011

A set of comparable international price and volume measures of gross domestic products (GDP) and expenditure aggregates for 199 countries that participated in the 2011 round of International Comparison Program (ICP) and estimates for 15 non-participating countries. The data covers 26 expenditures categories for goods and services, and several indicators including purchasing power parities (PPPs), expenditure shares of GDP, total and per capita expenditures in US dollar both in exchange rate terms and PPP terms, and price level Indices. For further information see...

Time Series

Employment in agriculture, female (% of female employment)

Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).

Employment in agriculture, male (% of male employment)

Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).

Employment in industry, female (% of female employment)

Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The industry sector consists of mining and quarrying, manufacturing, construction, and public utilities (electricity, gas, and water), in accordance with divisions 2-5 (ISIC 2) or categories C-F (ISIC 3) or categories B-F (ISIC 4).

Labor force with advanced education, female (% of female working-age population with advanced education)

The percentage of the working age population with an advanced level of education who are in the labor force. Advanced education comprises short-cycle tertiary education, a bachelor’s degree or equivalent education level, a master’s degree or equivalent education level, or doctoral degree or equivalent education level according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with advanced education, male (% of male working-age population with advanced education)

The percentage of the working age population with an advanced level of education who are in the labor force. Advanced education comprises short-cycle tertiary education, a bachelor’s degree or equivalent education level, a master’s degree or equivalent education level, or doctoral degree or equivalent education level according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with advanced education (% of total working-age population with advanced education)

The percentage of the working age population with an advanced level of education who are in the labor force. Advanced education comprises short-cycle tertiary education, a bachelor’s degree or equivalent education level, a master’s degree or equivalent education level, or doctoral degree or equivalent education level according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with basic education, female (% of female working-age population with basic education)

The percentage of the working age population with a basic level of education who are in the labor force. Basic education comprises primary education or lower secondary education according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with basic education, male (% of male working-age population with basic education)

The percentage of the working age population with a basic level of education who are in the labor force. Basic education comprises primary education or lower secondary education according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with basic education (% of total working-age population with basic education)

The percentage of the working age population with a basic level of education who are in the labor force. Basic education comprises primary education or lower secondary education according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with intermediate education, female (% of female working-age population with intermediate education)

The percentage of the working age population with an intermediate level of education who are in the labor force. Intermediate education comprises upper secondary or post-secondary non tertiary education according to the International Standard Classification of Education 2011 (ISCED 2011).

Labor force with intermediate education, male (% of male working-age population with intermediate education)

The percentage of the working age population with an intermediate level of education who are in the labor force. Intermediate education comprises upper secondary or post-secondary non tertiary education according to the International Standard Classification of Education 2011 (ISCED 2011).