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% of females ages 15-49 having comprehensive correct knowledge about HIV (2 prevent ways and reject 3 misconceptions)
DimensionSeries
Database NameMillennium Development Goals
CodeSource
SH.HIV.KNOW.FE.ZSHousehold surveys such as Demographic and Health Surveys and Multiple Indicator Cluster Surveys. Largely compiled by UNICEF.
DescriptionKnowledge of HIV, female, is the percentage of female respondents who correctly identify the two major ways of preventing the sexual transmission of HIV (using condoms and limiting sex to one faithful, uninfected partner), who reject the two most common local misconceptions about HIV transmission, and who know that a healthy-looking person can have HIV.
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% of males ages 15-49 having comprehensive correct knowledge about HIV (2 prevent ways and reject 3 misconceptions)
DimensionSeries
Database NameMillennium Development Goals
CodeSource
SH.HIV.KNOW.MA.ZSHousehold surveys such as Demographic and Health Surveys and Multiple Indicator Cluster Surveys. Largely compiled by UNICEF.
DescriptionKnowledge of HIV, male, is the percentage of male respondents who correctly identify the two major ways of preventing the sexual transmission of HIV (using condoms and limiting sex to one faithful, uninfected partner), who reject the two most common local misconceptions about HIV transmission, and who know that a healthy-looking person can have HIV.
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(Accumulated Losses+ Subsidy receivable)/Current Turnover
DimensionSeries
Database NameIndia Power Sector Review Database
CodeSource
State_ahp_loss_turnover
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10th pillar: Market size
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.10THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: (a) Domestic market size index (b) Foreign market size index.
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11th pillar: Business sophistication
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.11THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: (a) Local supplier quantity (b) Local supplier quality (c) State of cluster development (d) Nature of competitive advantage (e) Value chain breadth (f) Control of international distribution (g) Production process sophistication (h) Extent of marketing and (i) Willingness to delegate authority.
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12th pillar: Innovation
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.12THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: (a) Capacity for innovation (b) Quality of scientific research institutions (c) Company spending on R&D (d) University-industry collaboration in R&D (e) Gov’t procurement of advanced tech product (f) Availability of scientist and engineers and (g) Utility patents per million population.
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1st pillar: Institutions
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.1STPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: (a) Property rights (b) Intellectual property protection (c) Diversion of public funds (d) Public trust of politicians (e) Irregular payments and bribes (f) Judicial independence (g) Favoritism in decisions of government officials (h) Wastefulness of government officials (i) Burden of government regulation (j) Efficiency of legal framework in settling disputes (k) Efficiency of legal framework in challenging regulations (l) Transparency of government policymaking (m) Business costs of terrorism (n) Business costs of crime and violence (o) Organized crime (p) Reliability of police services (q) Ethical behavior of firms (r) Strength of auditing and reporting standards (s) Efficacy of corporate boards (t) Protection of minority shareholders interests and (u) Strength of investor protection.
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2005 PPP conversion factor, GDP (LCU per international $)
DimensionSeries
Database NameWorld Development Indicators
CodeSource
PA.NUS.PPP.05World Bank, International Comparison Program database.
DescriptionPurchasing power parity conversion factor is the number of units of a country's currency required to buy the same amounts of goods and services in the domestic market as U.S. dollar would buy in the United States. This conversion factor is for GDP. Historical estimates are provided for the 2005 benchmark year only. A separate series is available for extrapolated estimates based on the latest ICP round.
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2005 PPP conversion factor, GDP (LCU per international $)
DimensionSeries
Database NameWDI Database Archives (beta)
CodeSource
PA.NUS.PPP.05World Bank, International Comparison Program database.
DescriptionPurchasing power parity conversion factor is the number of units of a country's currency required to buy the same amounts of goods and services in the domestic market as U.S. dollar would buy in the United States. This conversion factor is for GDP. Historical estimates are provided for the 2005 benchmark year only. A separate series is available for extrapolated estimates based on the latest ICP round.
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2005 PPP conversion factor, private consumption (LCU per international $)
DimensionSeries
Database NameWorld Development Indicators
CodeSource
PA.NUS.PRVT.PP.05World Bank, International Comparison Program database.
DescriptionPurchasing power parity conversion factor is the number of units of a country's currency required to buy the same amounts of goods and services in the domestic market as U.S. dollar would buy in the United States. This conversion factor is for private consumption (i.e., household final consumption expenditure). Historical estimates are provided for the 2005 benchmark year only. A separate series is available for extrapolated estimates based on the latest ICP round.
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2005 PPP conversion factor, private consumption (LCU per international $)
DimensionSeries
Database NameWDI Database Archives (beta)
CodeSource
PA.NUS.PRVT.PP.05World Bank, International Comparison Program database.
DescriptionPurchasing power parity conversion factor is the number of units of a country's currency required to buy the same amounts of goods and services in the domestic market as U.S. dollar would buy in the United States. This conversion factor is for private consumption (i.e., household final consumption expenditure). Historical estimates are provided for the 2005 benchmark year only. A separate series is available for extrapolated estimates based on the latest ICP round.
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2nd pillar: Infrastructure
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.2NDPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Quality of overall infrastructure (b) Quality of roads (c) Quality of railroad infrastructure (d) Quality of port infrastructure (e) Quality of air transport infrastructure (f) Available airline seat kilometers (g) Quality of electricity supply (h) Fixed telephone lines and (i) Mobile telephone subscriptions.
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3rd pillar: Macroeconomic stability
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.3RDPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Government budget balance (b) National savings rate (c) Inflation (d) Interest rate spread (e) Government debt and (f) Country credit rating.
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4th pllar: Health and primary education
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.4THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Business impact of malaria (b) Malaria incidence (c) Business impact of tuberculosis (d) Tuberculosis incidence (e) Business impact of HIV/AIDS (f) HIV prevalence (g) Infant mortality (h) Life expectancy (i) Quality of primary education and (j) Primary education enrollment rate.
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5-bank asset concentration
DimensionSeries
Database NameGlobal Financial Development
CodeSource
GFDD.OI.06Bankscope, Bureau van Dijk (BvD)
DescriptionRaw data are from Bankscope. (Sum(data2025) for five largest banks in Bankscope) / (Sum(data2025) for all banks in Bankscope). Only reported if number of banks in Bankscope is 5 or more. Calculated from underlying bank-by-bank unconsolidated data from Bankscope.
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5th pillar: Higher education and training
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.5THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Secondary enrollment (b) Tertiary enrollment (c) Quality of the educational system (d) Quality of math and science education (e) Quality of management schools (f) Internet access in schools (g) Local availibity of research and training services and (h) Extent of staff training.
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6th pillar: Goods market efficiency
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.6THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Intensity of local competition (b) Extent of market dominance (c) Effectiveness of anti-monopoly policy (d) Extent and effect of taxation (e) Total tax rate (f) Number of procedures required to start a business (g) Time required to start a business (h) Agricultural policy costs (i) Prevalence of trade barriers (j) Trade tariffs (k) Prevalence of foreign ownership (l) Business impact of rules on FDI (m) Burden of customs procedures (n) Degree of customer orientation and (o) Buyer sophistication.
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7th pillar: Labor market efficiency
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.7THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Cooperation in labor-employer relations (b) Flexibility of wage determination (c) Rigidity of employment (d) Hiring and firing practices (e) Firing costs (f) Pay and productivity (g) Reliance on professional management (g) Brain drain and (h) Female participation in labor force.
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8th pillar: Financial market sophistication
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.8THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Availability of financial services (b) Affordability of financial services (c) Financing through local equity market (d) Ease of access to loans (e) Venture capital availability (f) Restriction on capital flows (g) Soundness of banks (h) Regulation of securities exchanges and (i) Legal rights index.
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9th pillar: Techonological readiness
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
GCI.9THPILLAR.XQThe Global Competitiveness Report: various issues (http://gcr.weforum.org/).
DescriptionThis indicator is a derived from the following indicators: - (a) Availability of latest technologies (b) Firm-level technology absorption (c) FDI and technology transfer (d) Internet users (f)Broadband Internet subscriptions and (g) Internet bandwidth.
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Access to electricity (% of rural population with access)
DimensionSeries
Database NameSustainable Energy for All
CodeSource
1.2_ACCESS.ELECTRICITY.RURAL
DescriptionAccess to electricity (% of rural population with access): Percentage of rural population with access to electricity
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Access to electricity (% of total population)
DimensionSeries
Database NameSustainable Energy for All
CodeSource
1.1_ACCESS.ELECTRICITY.TOT
DescriptionAccess to electricity (% of total population): Percentage of total population with access to electricity
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Access to electricity (% of urban population with access)
DimensionSeries
Database NameSustainable Energy for All
CodeSource
1.3_ACCESS.ELECTRICITY.URBAN
DescriptionAccess to electricity (% of urban population with access): Percentage of urban population with access to electricity
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Access to water (access to an improved water source)
DimensionSeries
Database NameStatistical Capacity Indicators
CodeSource
5.51.01.09.waterWorld Development Indicator (WDI) databank. Original source: World Health Organization and United Nations Children's Fund, Joint Measurement Programme (JMP)
DescriptionAccess to an improved water source is currently defined as the percentage of the population that can obtain at least 20 liters per person per day from an “improved” source that is within one kilometer of the user’s dwelling. Improved water sources include household connection, public standpipe, borehole, protected well or spring, and rainwater collection, but do not include water provided through vendors, tanker trucks, unprotected wells, unprotected springs, and bottled water. Unsafe water and lack of basic sanitation is the direct cause of many water-related diseases in developing countries. This indicator monitors access to improved water sources based on the assumption that improved sources are likely to provide safer water and relates to the seventh MDG to ensure environmental sustainability.
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Administration of oral reading fluency tests (yes=1, no=0, see notes if available)
DimensionSeries
Database NameGlobal Partnership for Education
CodeSource
8.4_ORAL.READING.TEST
DescriptionIt indicates if oral reading fluency tests are administered for primary and lower secondary level and in which grade. Please refer to the subtopic Learning Outcomes and the specific country for details on the scores obtained in these assessments, as reported by the Local Education Group (LEG).
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Administration of school leaving exams (yes=1, no=0, see notes if available)
DimensionSeries
Database NameGlobal Partnership for Education
CodeSource
8.1_SCH.LEAVING.EXAMS
DescriptionIt indicates if school leaving exams are administered for primary and lower secondary levels and in which grade.
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Agricultural census
DimensionSeries
Database NameStatistical Capacity Indicators
CodeSource
3.01.04.01.agcenWorld Bank: Microdata library. Original source: Food and Agriculture Organisation (FAO)
DescriptionAgricultural censuses collect information on agricultural activities, such as agricultural land use, employment and production, and provide basic structural data and sampling frames for agricultural surveys. It is recommended that agricultural censuses be conducted at least every 10 years.
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Agricultural land (% of land area)
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
AG.LND.AGRI.ZSFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (% of land area)
DimensionSeries
Database NameWorld Development Indicators
CodeSource
AG.LND.AGRI.ZSFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (% of land area)
DimensionSeries
Database NameWDI Database Archives (beta)
CodeSource
AG.LND.AGRI.ZSFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (hectares)
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
AG.LND.AGRI.HAFood and Agriculture Organization, Production Yearbook and data files.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (sq. km)
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
AG.LND.AGRI.K2Food and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (sq. km)
DimensionSeries
Database NameWorld Development Indicators
CodeSource
AG.LND.AGRI.K2Food and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural land (sq. km)
DimensionSeries
Database NameWDI Database Archives (beta)
CodeSource
AG.LND.AGRI.K2Food and Agriculture Organization, electronic files and web site.
DescriptionAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
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Agricultural machinery, tractors
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
AG.AGR.TRAC.NOFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural machinery refers to the number of wheel and crawler tractors (excluding garden tractors) in use in agriculture at the end of the calendar year specified or during the first quarter of the following year.
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Agricultural machinery, tractors
DimensionSeries
Database NameWorld Development Indicators
CodeSource
AG.AGR.TRAC.NOFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural machinery refers to the number of wheel and crawler tractors (excluding garden tractors) in use in agriculture at the end of the calendar year specified or during the first quarter of the following year.
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Agricultural machinery, tractors
DimensionSeries
Database NameWDI Database Archives (beta)
CodeSource
AG.AGR.TRAC.NOFood and Agriculture Organization, electronic files and web site.
DescriptionAgricultural machinery refers to the number of wheel and crawler tractors (excluding garden tractors) in use in agriculture at the end of the calendar year specified or during the first quarter of the following year.
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Aid provided through program based approaches (% of international aid to education)
DimensionSeries
Database NameGlobal Partnership for Education
CodeSource
9.6_PBA
DescriptionInternational education aid provided in the context of programme-based approaches (PBAs) and expressed as a percentage of the total disbursed education aid. This indicator is measured by the donors’ use of (general or sector) budget support and/or joint financing mechanisms such as pool funding mechanisms. PBA is a way of engaging in development co-operation based on the principles of coordinated support for a locally owned programme of development, such as a national education plan. Programme-based approaches share the following features: Leadership by the host country; a single comprehensive programme and budget framework; a formalized process for donor coordination and harmonization of donor procedures; efforts to increase the use of country systems. This is part of the 2011 Monitoring Exercise on Development Effectiveness in the Education Sector, an unprecedented picture of aid effectiveness in the education sector that can be used as the basis for in-country dialogue and debate going forward. This information looks at how education aid is delivered and managed by development partners and governments.
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Alignment of aid to education (% of total international aid to education)
DimensionSeries
Database NameGlobal Partnership for Education
CodeSource
9.1_AID.ALIGNMENT
DescriptionEstimated international education aid reported on the government’s budget and expressed as a percentage of the disbursed education aid for the government sector. Government sector aid includes aid disbursed in the context of an agreement with administrations (ministries, departments, agencies or municipalities) authorized to receive revenue or undertake expenditures on behalf of central government. This is part of the 2011 Monitoring Exercise on Development Effectiveness in the Education Sector, an unprecedented picture of aid effectiveness in the education sector that can be used as the basis for in-country dialogue and debate going forward. This information looks at how education aid is delivered and managed by development partners and governments.
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Annualized Mean Income Growth (2004-2009)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.1.AMeanIncGr.AllLAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Annualized Mean Income Growth (2004-2014)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.0.AMeanIncGr.AllLAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Annualized Mean Income Growth (2009-2014)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.2.AMeanIncGr.AllLAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Annualized Mean Income Growth Bottom 40 Percent (2004-2009)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.1.AMeanIncGr.B40LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Annualized Mean Income Growth Bottom 40 Percent (2004-2014)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.0.AMeanIncGr.B40LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Annualized Mean Income Growth Bottom 40 Percent (2009-2014)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
5.2.AMeanIncGr.B40LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank) and World Development Indicators
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Arable land (hectares)
DimensionSeries
Database NameAfrica Development Indicators
CodeSource
AG.LND.ARBL.HAFood and Agriculture Organization, electronic files and web site.
DescriptionArable land (in hectares) includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.
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Arable land (hectares)
DimensionSeries
Database NameWorld Development Indicators
CodeSource
AG.LND.ARBL.HAFood and Agriculture Organization, electronic files and web site.
DescriptionArable land (in hectares) includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.
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Atkinson, A(.5)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
3.0.Atkin.0.5LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank).
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Atkinson, A(1)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
3.0.Atkin.1LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank).
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Atkinson, A(2)
DimensionSeries
Database NameLAC EQUITY LAB
CodeSource
3.0.Atkin.2LAC Equity Lab tabulations of SEDLAC (CEDLAS and the World Bank).
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