Global Data Lab

Institute for Management Research
Radboud University

GDL Area Profiles

Create and download Area Profile Reports for 1300+ subnational regions

126 indicators, 128 countries, 1337 sub-national regions
35.9 million persons, 8.1 million households
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GDL Subnational Area Profile

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This GDL Profile Report provides an overview of the major social and economic characteristics of the region or country. The figures are derived from the most recent national household survey available at the Global Data Lab. These and many other indicators can also be downloaded freely from the GDL Area Database. Further information on the indicators is available at the bottom of this report and at the GDL website.

Level of development Value Trend National rank LMIC decile Year
Subnational Human Development Index 0.60 0.00 1 / 6 ( 7 ) 2017
International Wealth Index (IWI) value1 46.9 -0.55 1 / 6 ( 7 ) 2018
Log Gross National Income per capita (2011$ ppp)2 8.10 0.03 1 / 6 ( 7 ) 2017
Poverty Value Trend National rank LMIC decile Year
Percentage poor households (IWI value under 70) 84.5 0.85 6 / 6 ( 4 ) 2018
Percentage poorer households (IWI value under 50) 56.6 1.59 6 / 6 ( 4 ) 2018
Percentage poorest households (IWI value under 35) 35.4 0.99 6 / 6 ( 4 ) 2018
Education Value Trend National rank LMIC decile Year
Mean years education population aged 20+ 5.57 -0.01 1 / 6 ( 7 ) 2018
Mean years education of women aged 20+ 4.19 -0.01 1 / 6 ( 8 ) 2018
Mean years education of men aged 20+ 7.32 0.00 1 / 6 ( 6 ) 2018
Educational attendance Value Trend National rank LMIC decile Year
Educational attendance children aged 6-8 (%) 86.4 0.09 1 / 6 ( 6 ) 2018
Educational attendance children aged 9-11 (%) 86.4 -0.20 1 / 6 ( 8 ) 2018
Educational attendance children aged 12-14 (%) 72.9 -0.37 1 / 6 ( 9 ) 2018
Educational attendance children aged 15-17 (%) 62.9 -0.51 1 / 6 ( 8 ) 2018
Educational attendance children aged 18-20 (%) 42.7 -1.05 1 / 6 ( 5 ) 2018
Educational attendance children aged 21-23 (%) 25.7 -1.19 1 / 6 ( 4 ) 2018
Position of women Value Trend National rank LMIC decile Year
Total fertility rate 4.69 0.06 6 / 6 ( 4 ) 2018
Mean age difference partners (husband-wife) 5.83 -0.12 6 / 6 ( 4 ) 2018
Mean age at first marriage of women aged 20-50 20.1 -0.07 1 / 6 ( 5 ) 2018
Mean age at first birth of women aged 20-50 20.9 -0.06 1 / 6 ( 5 ) 2018
Percentage of women in 50+ population 57.4 0.53 2 / 6 ( 2 ) 2018
Patrilocality Index (positive values patrilocal) 1.51 0.17 6 / 6 ( 4 ) 2018
Position of children Value Trend National rank LMIC decile Year
Infant mortality rate 60.1 2.16 4 / 6 ( 3 ) 2018
Under five mortality rate 96.7 4.02 4 / 6 ( 2 ) 2018
Percentage stunted children 27.7 -2.97 6 / 6 ( 5 ) 2018
Percentage wasted children 4.70 -1.31 4 / 6 ( 6 ) 2018
Percentage underweight children 16.1 -0.46 4 / 6 ( 4 ) 2018
Percentage overweight children 1.90 -3.46 4 / 6 ( 9 ) 2018
Asset ownership Value Trend National rank LMIC decile Year
Percentage households with a TV 48.1 -2.04 1 / 6 ( 7 ) 2018
Percentage households with a refrigerator 12.2 -0.56 1 / 6 ( 8 ) 2018
Percentage households with a washing machine 0.44 -0.13 1 / 6 ( 10 ) 2018
Percentage households with a motorbike 52.4 0.19 4 / 6 ( 2 ) 2018
Percentage households with a computer 12.3 -0.13 1 / 6 ( 6 ) 2018
Access to public services Value Trend National rank LMIC decile Year
Percentage of households with electricity 55.9 -1.52 1 / 6 ( 7 ) 2018
Percentage households with a phone 90.5 0.79 1 / 6 ( 4 ) 2018
Percentage households with internet access 10.2 0.60 1 / 6 ( 6 ) 2018
Population Value Trend National rank LMIC decile Year
Total area population in millions 2.36 0.14 1 / 6 ( 4 ) 2011
Share of national population living in area 16.9 -1.03 2 / 6 ( 2 ) 2018
Average household size 5.97 0.03 4 / 6 ( 4 ) 2018
Percentage population in urban areas 59.4 -1.57 1 / 6 ( 4 ) 2018
Demographic window phase 1 0 2018
Dependency ratio 90.6 0.76 6 / 6 ( 3 ) 2018
Quality of housing Value Trend National rank LMIC decile Year
Percentage households with three or more sleeping rooms 18.2 0.42 5 / 6 ( 9 ) 2018
Percentage households cooking on wood, straw, grass, dung etc. 82.0 0.28 6 / 6 ( 4 ) 2018

Meaning of the menu items: Value: Indicator value in GDL Area Database. Trend: Average yearly change in indicator value since preceding survey. National rank: Within-country rank on indicator (1 is highest value within country). Continent rank: Within continent rank on indicator (continents are America, Africa, Asia/Pacific and (Eastern) Europe). LMIC decile: Decile position on indicator among 1300+ regions within 125+ low and middle income countries.

The indicators presented in this GDL Profile Report are created by aggregating to the sub-national and national level from representative household surveys. Detailed information on the data and methods used is available here and in Smits (2016).

1 The International Wealth Index (IWI) is an asset-based index that measures the economic situation of households in LMICs on the basis of their ownership of assets, housing quality and access to public services. IWI runs from 0 to 100, with 0 meaning none of the assets and lowest quality housing and services and 100 all assets and highest quality housing and services (Smits & Steendijk, 2015).

2 Subnational GNIc (logged) is estimated on the basis of national GNIc and variation in household wealth (IWI) across subnational regions. National GNIc equals its value in the UNDP Database

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