Center for Development Data (C4D2)

The Center for Development Data (C4D2) is a Rome-based hub for fostering methodological innovation and strengthening capacity in household surveys in low- and middle-income countries. It is coordinated by the Living Standards Measurement Study (LSMS) team in the World Bank’s Development Data Group (DECDG).

The Center’s mission is to facilitate the production of high-quality, timely, relevant microdata for evidence-based policymaking and investment decisions to achieve poverty reduction, food security, and growth. Building on DECDG’s reputation and technical expertise, the Center achieves its mission through strategic partnerships and tactical fundraising, facilitated by geographic proximity to its clients and development partners. The Center spearheads a rigorous program of methodological research to increase the accuracy and cost effectiveness of household and other types of survey data for sustainable development.

The Center’s strategic location in the Mediterranean facilitates its work with countries in Africa and the Middle East and cements stronger partnerships with Italian and European institutions, including the United Nations’ Rome-based agencies on food, agriculture, and rural development, namely the Food and Agriculture Organization (FAO), the International Fund for Agricultural Development (IFAD), and the World Food Programme (WFP). C4D2’s presence in Rome uniquely positions it to support countries and regions affected by fragility, conflict, and violence—many of which border the Mediterranean, Sub-Saharan Africa, and the Middle East/North Africa region.

Pushing the Methodological Frontier

To improve quality, timeliness, and cost-effectiveness of household survey data, C4D2 houses a substantial program of applied research on survey methodology, largely based on randomized survey experiments. C4D2 conducts its research in partnership with national, international, and academic institutions. In addition to publishing this work in scientific journals, C4D2 measures its success by the extent to which its results are adopted and scaled up. To that end, research results are consolidated in detailed methodological guidebooks for survey practitioners on the use of validated, improved survey methodologies.

Implementing a New Model for Capacity Development in Household Surveys

Household surveys are one of the primary sources of socioeconomic data used by decision makers in low- and middle-income countries to monitor national development plans. But statisticians in developing countries have limited access to specialized training in the collection, analysis, and use of household surveys and other microdata.

The Center for Development Data is working to fill this gap via the C4D2–Training initiative, which aims to improve and harmonize the curricula of regional statistical training centers, facilitate the uptake of global standards and best practices in household survey design, create a network of household survey experts at the regional level, and promote harmonization across countries.
One of the first initiatives of its kind, C4D2–Training is the result of a collaboration among the World Bank, Italian partners (Bank of Italy, the Agency for Development Cooperation, the National Institute of Statistics, and the National Institute of Health), and African institutions (the African Center for Statistics of the UN Economic Commission for Africa, the Eastern Africa Statistical Training Center in Dar es Salaam, and the École Nationale Supérieure de Statistique et d’Économie Appliquée in Abidjan).

Training Week, Workshops, and Short Courses

C4D2–Training consists of several components. A key element is a series of week-long training courses on household surveys, held in Italy for select staff from the regional training centers, as well as from national statistical offices and central banks in client countries. These Training-of-Trainers courses focus on teaching best practices and tools in the design, collection, analysis, and dissemination of household surveys for policy, with an initial thematic focus on poverty and welfare analysis. The courses are led by staff from the World Bank, its Italian partners, and other international experts in household surveys, who develop and test training materials that will then be taught at the regional training centers, and also at the country level.

In addition to the training courses, C4D2–Training organizes thematic workshops on specialized topics, as well as short courses and seminars held at regional statistical training facilities to maximize outreach and impact.

Supporting Countries Affected by Fragility, Conflict, and Violence through Better Data

Fragility, conflict, and violence (FCV) in many parts of the world have led to a crisis that has become one of today’s most critical development challenges. Two billion people currently live in countries affected by FCV, and the share of extreme poor living in conflict-affected situations is expected to triple by 2030.

It will not be possible to achieve the Sustainable Development Goals or the World Bank’s goals of ending extreme poverty and boosting shared prosperity without taking refugees, internally displaced persons (IDPs), and other marginal populations into account. But relevant microdata are scarce, and analytical evidence on successful strategies is even scarcer.

A strong evidence base built upon rich, multipurpose surveys is essential to understand the experiences and welfare of these populations, target support where it is most needed, inform decision making, and monitor progress. As part of an extended team that offers technical expertise in the administration of household surveys and the measurement of poverty worldwide, the Center for Development Data (C4D2) works with client countries and development partners to support the production and improvement of surveys of refugees, migrants, and IDPS.

C4D2 Training

C4D2 Training

Survey Solutions and Geo-Referencing

The Center for Development Data (C4D2) conducted its second training on Survey Solutions and Geo-Referencing , from May 28 to June 1, 2018. Participants included staff from the Eastern Africa Statistical Training Center (Dar es Salaam), the École Nationale Supérieure De Statistique Et D'économie... Read more
C4D2 Training

Designing Household Surveys to Measure Poverty

The Center for Development Data (C4D2) conducted its first training on Designing Household Surveys to Measure Poverty , from November 27 to December 1, 2017. Participants included lecturers from regional statistics training institutions from Africa, namely the Eastern African Statistical Training... Read more



New Cross-Country Research Reveals (Persisting) Gender Differences in Off-Farm Employment Outcomes in Africa

The ability of people to enter jobs outside their own farm-household is extremely important for economic development and poverty reduction. In Sub-Saharan Africa, households derive a significant share of their total household income from off-farm employment. This stylized fact has been demonstrated for years, and many development programs focus on creating off-farm jobs. However, not all jobs are equally beneficial. Women are disadvantaged in accessing off-farm employment, and especially in accessing decent working conditions.Read More

LSMS at the 73rd United Nations General Assembly

The use of data for development has been a topic of much interest lately and was a key theme at different sessions surrounding the 73rd United Nations General Assembly , held in New York from September 18 to October 5, 2018. Two notable side events included the launch of the Data to End Hunger initiative and a high-level panel on Data to Improve People’s Lives—and the LSMS played a prominent role in both.Read More

Measuring Employment and Work in Sri Lanka

LSMS team members Amparo Palacios-Lopez and Akuffo Amankwah spent the last two weeks in Sri Lanka, working closely with the World Bank Gender group, the International Labour Organization (ILO) and the Department of Census and Statistics (DCS), Sri Lanka .Read More

Measuring Violent Conflict in Micro-Level Surveys - MENA

The Fragility, Conflict, and Violence Cross Cutting Solutions Area (FCV CCSA) and the Development Data Group Survey Unit (DECSU) held the second of three planned workshops on “Measuring Violent Conflict in Household Surveys” in Perugia, Italy on 10-14 September 2018.These workshops are funded by the Trust Fund for Statistical Capacity Building.Read More