Name: Uganda - National Panel Survey 2011-2012
Creator: World Bank Group

The BOOST initiative is a Bank-wide collaborative effort launched in 2010 to facilitate access to budget data and promote effective use for improved decision-making processes, transparency and accountability.

BOOST - Public Expenditure Database

This collection contains datasets that may be useful for analysis, response or modelling for the Coronavirus (COVID-19) pandemic.

Coronavirus (COVID-19) Related Datasets

The Data360 initiative aims to integrate high-value data and knowledge curated in the Bank’s verticals into a user-centered data platform. 

Data 360

The Development Data Partnership platform facilitates formation of public-private partnerships for solving development challenges with technology. Specifically, the Development Data Partnership Working Group organizes opportunities for WBG staff to work with technology companies who offer pro-bono data and resources.

Development Data Partnership

This collection contains discrepancy indexes for UN COMTRADE data that aims to capture both the frequency of missed reporting and its impact on overall recorded trade value

Discrepancy Index

A collection of datasets produced through partnership between the World Bank and the European Space Agency (ESA) Earth Observation for Sustainable Development (EO4SD) initiative.

Earth Observation for Sustainable Development

Open data and analytics for a sustainable energy future.

Energy Data Info

This collection features datasets to support building policies, institutions and investments for inclusive and sustainable growth.

Equitable Growth, Finance and Institutions

Project Page: https://worldbank.github.io/GEEST/README.html 

As part of the “Geospatial Assessment of Women Employment and Business Opportunities in the Energy Sector” project, open-source Gender-related spatial data was collected for 31 Small Island Developing States (SIDS) across the globe, resulting in curated and thoroughly documented geodatabases (GDBs) that are now ready to be explored! 
Fifty-nine spatial layers were identified and then researched for each country, covering the following categories: Demographics and Population | Renewable Energy | Energy Access | Education | Jobs and Finance | Digital Inclusion | Transportation | Safety | Amenities | Climate/Earth | Law/Policy/Government. 


However, not every country GDB contains all 59 data layers, as this was dependent on the availability of open-source data in each SIDS. Users are encouraged to check the accompanying metadata excel file for more information on the datasets in each GDB, the vintage, and the

Gender Spatial Data - Small Island States

A collection of datasets that contain geospatial data. These datasets have one or more resources in a geospatial data format.

Geospatial Datasets

Collection of useful datasets from IMF made available to Bank staff via <a href=http://mydatabank.worldbank.org>myDataBank</a>

IMF Dataset

A collection of datasets to help finance the global infrastructure gap.

Infrastructure Finance Datasets

Data and dataset subscriptions managed by the Library Network on agriculture, business, economics, energy, finance, health, risk, water, and more..

Library Databases

The LinkedIn-World Bank partnership offers data to help governments and researchers understand rapidly evolving labor markets with detailed and dynamic data. It allows leaders to benchmark and compare labor markets across the world; analyze skills, occupations, migration, and industries; and leverage real-time data to make policy changes.Visualizations for many of these data are available at <a href=https://linkedindata.worldbank.org/>linkedindata.worldbank.org</a>

LinkedIn Data for Development

Collection of merchandise trade data available to World Bank staff.

Merchandise Trade Data

This collection includes datasets associated with research organized under the Bank, <a href=http://prwp.worldbank.org target='_blank' title='Opens in a new window'>Policy Research Working Papers</a>.

Policy Research Working Papers

This collection contains data on disaster and climate risk assessments curated by the Global Facility for Disaster Reduction and Recovery (GFDRR).

Risk Data Library

This collection presents software tools and models developed by the World Bank to support monitoring, planning, programming and the economic evaluation of roads and highways works.

Road Software Tools

This spatial database, a product of the South Asia Region Chief Economist's (SARCE) Office, presents data collected from official sources and harmonized into different spatial levels. Data includes economic and environmental data across 12 topic areas, and includes data from four countries in South Asia (Bangladesh, Bhutan, India, and Nepal) for both 2001 and 2011.

SARCE Spatial Database

A collection of country Small Area Estimation (SAE) and Poverty Mapping that contains papers, shapefiles, and datasets produced through partnerships between the World Bank and country statistics offices.

Small area estimates / Poverty mapping

This collection consists of datasets compiled and created by the World Bank Data Lab in response to a request by the Syria Economic Monitor Team to explore alternative data sources to better understand changing trends in trade and economic activity, focusing on: surface cross-border transport routes, changes in observed agricultural production, observed nighttime lights, and reported conflict.

Syria Economic Monitor

A collection of relevant datasets to support operations in Ukraine.

Ukraine datasets

Catalogue lists all the data produced under the partnership contracts between the World Bank Group and the European Space Agency

World Bank (WBG) - European Space Agency (ESA) Database

A collection of datasets to help achieve universal access to reliable and fast internet services for all.

World Bank Digital Development Data

A collection of datasets to help achieve sustainable energy for all.

World Bank Energy Datasets

A collection of datasets to help achieve sustainable mobility for all.

World Bank Transport Data

From Data to a Water-Secure World for All. World Bank Water Data surrounding the three pillars of Sustain Water Resources, Deliver Services and Build Resilience.

World Bank Water Data

The World Development Report 2021: Data for Better Lives explores the tremendous potential of the changing data landscape to improve the lives of poor people, while also acknowledging its potential to open back doors that can harm individuals, businesses, and societies. To address this tension between the helpful and harmful potential of data, this Report calls for a new social contract that enables the use and reuse of data to create economic and social value, ensures equitable access to that value, and fosters trust that data will not be misused in harmful ways. The data used in the WDR2021 are curated as a collection here.

World Development Report 2021

The World Development Report 2022: Finance for an Equitable Recovery examines the central role of finance in the economic recovery from the COVID-19 pandemic. In doing so, it looks into the consequences of the crisis most likely to affect emerging economies and proposes a set of policies to mitigate the interconnected financial risks stemming from the pandemic and to steer economies toward a sustainable and equitable recovery. The data used in the WDR2022 are curated as a collection here.

World Development Report 2022

The World Settlement Footprint Collection includes country datasets describing the evolution of the built-area across the globe at a ~30m resolution.

World Settlement Footprint

Visit the Microdata Library to access data and documentation.

Uganda

The overall objective of the UNPS Program is to collect high quality data on key outcome indicators such as poverty, service delivery, governance and employment among others; to monitor Government's development programmes like the NDP and the JAF among others on an annual basis. The specific objectives of the survey are: - To provide information required for monitoring the NDP and other development objectives like the JAF, MDGs as well as specific programs such as the National Agricultural Advisory Services (NAADS) among others. - To provide high quality nationally representative information on income dynamics at the household level as well as annual consumption expenditure estimates to monitor poverty in years between the Uganda National Household Surveys (UNHS) - To supply regular data on agriculture in order to characterize and monitor the performance of the agricultural sector.

English

Wave III

Uganda - National Panel Survey 2011-2012

water_build_resilience

water_deliver_services

water_sustain_water_resources

wb_waterdata

Series Name: Living Standards Measurement Study [hh/lsms] Series Info: The 2011/12 Uganda National Panel Survey (UNPS) is the third in the series of panel surveys that the Uganda Bureau of Statistics (UBOS) has conducted since 2009/10. The UNPS was carried out annually, over a twelve-month period on a nationally representative sample of households, for the purpose of accommodating the seasonality associated with the composition of and expenditures on consumption. The survey was conducted in two visits in order to better capture agricultural outcomes associated with the two cropping seasons of the country. The UNPS is important for monitoring changes in outcomes as well as the impact of Government policies on indicators of national and international development frameworks to inform policy makers about growth (in income, poverty or service delivery etc.). The UNPS provides data on an annual basis that enables tracking of outcome indicators in the Joint Assessment Framework (JAF), National Development Plan (NDP) and Millennium Development Goals (MDGs) among others. It also validates the dynamism of routine data systems and provides frequent feedback on the performance of key Government programmes like the Health Management Information System (HMIS) and the National Agricultural Advisory Services (NAADS) among others. Data Processing Notes: The 2011/12 Uganda National Panel Survey covered the following topics: HOUSEHOLD - Household identification particulars - Staff details and survey time - Household roster - General information on household members - Education (all persons 5 years and above) - Health - Child nutrition and health (for all children 0-59 months old) - Labour force status (for all household members 5 years and above) - Housing conditions, water and sanitation - Energy use - Other household income in the past 12 months - Non-agricultural household enterprises/activities - Household assets - Household consumption expenditure - Shocks and coping strategies - Welfare and food security - Transport services and road infrastructure AGRICULTURE - Household identification particulars - Staff details and survey time - Current land holdings - Land that the household has access through use rights - Agricultural and labor inputs - Crops grown and types of seeds used - Quantification of production - Cattle and pack animals - Small animals - Poultry and others - Livestock inputs - Livestock production, meat - Livestock production, milk - Production of eggs - Dung output and animal power - Extension services - Farm implements and machinery WOMAN - Household identification particulars - Contraception and birth related issues - Marital status - Birth history COMMUNITY - Identification particulars - Service availability in LC1 o Availability of services in the LC1 o Client satisfaction with health facilities o Water and sanitation - Education o Availability of facilities at the school o Condition of toilet facilities in the school o Water facilities at the school o Payment for services by parents/ guardians at the school o Academic performance of the pupils in PLE o Incidence of leaving school pre-maturely o School meetings o Staffing position of the school o Supervision/ monitoring of the school during the last 12 months o Problems/ constraints faced by the school o Learner attendance, teacher presence and qualifications and other classroom elements o Accountability in the school - Health o Client Satisfaction with Health facilities o Availability of equipment/ services at the facility o Services offered by the health facility o Common diseases reported at health facility o Common stock outs reported at health facility o Items brought by patients visiting the health facility o Deliveries at the facility o Validation of HMIS o Epidemic reporting o General operations o Sanitary facilities available at the health facility o Access to water at the health facility o Factors limiting provision of health services o Supervision/ Monitoring of health facility o Village health teams o Staffing at the facility o List of all medical staff who work a the facility o Accountability in the health facility - Works and transport o Infrastructure (road/bridges/culverts) availability and condition o Maintenance and repair of infrastructure o Funding for maintenance of roads/bridges/culverts o Constraints faced in the maintenance and repairs of roads o Accountability in the sub county and rating of overall performance of the sub county administration - Community characteristics o Community groups o NGOs in the community o Community needs, actions and achievements o Communal resource management

Version 01 (September 2014) Version 02 (August 2025). One dataset has been updated.

Uganda - National Panel Survey 2011-2012

Metadata