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Can modern technologies facilitate spatial and temporal price analysis?

Marko Rissanen's picture

The International Comparison Program (ICP) team in the World Bank Development Data Group commissioned a pilot data collection study utilizing modern information and communication technologies in 15 countries―Argentina, Bangladesh, Brazil, Cambodia, Colombia, Ghana, Indonesia, Kenya, Malawi, Nigeria, Peru, Philippines, South Africa, Venezuela and Vietnam―from December 2015 to August 2016.

The main aim of the pilot was to study the feasibility of a crowdsourced price data collection approach for a variety of spatial and temporal price studies and other applications. The anticipated benefits of the approach were the openness, accessibility, level of granularity, and timeliness of the collected data and related metadata; traits rarely true for datasets typically available to policymakers and researchers.

The data was collected through a privately-operated network of paid on-the-ground contributors that had access to a smartphone and a data collection application designed for the pilot. Price collection tasks and related guidance were pushed through the application to specific geographical locations. The contributors carried out the requested collection tasks and submitted price data and related metadata using the application. The contributors were subsequently compensated based on the task location and degree of difficulty.

The collected price data covers 162 tightly specified items for a variety of household goods and services, including food and non-alcoholic beverages; alcoholic beverages and tobacco; clothing and footwear; housing, water, electricity, gas and other fuels; furnishings, household equipment and routine household maintenance; health; transport; communication; recreation and culture; education; restaurants and hotels; and miscellaneous goods and services. The use of common item specifications aimed at ensuring the quality, as well as intra- and inter-country comparability, of the collected data.

In total, as many as 1,262,458 price observations―ranging from 196,188 observations for Brazil to 14,102 observations for Cambodia―were collected during the pilot. The figure below shows the cumulative number of collected price observations and outlets covered per each pilot country and month (mouse over the dashboard for additional details).

Figure 1: Cumulative number of price observations collected during the pilot

Interest rate caps: The theory and the practice

Aurora Ferrari's picture

Ceilings on lending rates remain a widely-used instrument in many EMDEs as well as developed economies. The economic and political rationale for putting ceilings on lending rates is to protect consumers from usury or to make credit cheaper and more accessible. Our recent working paper shows that at least 76 countries around the world, representing more than 80% of global GDP and global financial assets, impose some restrictions on lending rates. These countries are not clustered in specific regions or income groups, but spread across all geographic and income dimensions.

Breaking ground to make climate-smart agriculture ‘the new normal’

Martien van Nieuwkoop's picture
Farmers in India and beyond will benefit as climate-smart agriculture scales up around the world. © ICRISAT
Farmers in India and beyond will benefit as climate-smart agriculture scales up around the world. © ICRISAT


Once a conference room talking point, Climate-smart agriculture is now an action item for farmers, extension workers, agribusinesses, and other stakeholders throughout the agricultural sector.  

In the last few years, CSA—which is an approach to agriculture that boosts productivity and resilience, and reduces GHG emissions- has gained momentum as understanding of its critical importance to the food system has risen. Nearly every government representative and farmer I meet during my missions (most recently in Bangladesh, Nepal and Pakistan) expresses genuine interest in making CSA part of their farming routines and agricultural sector.  At COP 23 in Bonn, there was a major breakthrough for CSA as stakeholders agreed to focus on concrete ways for countries and stakeholders to implement climate actions in agriculture on the ground.

This momentum is reflected in the Bank’s own actions. In 2016, the World Bank Group released its climate change action plan, where we committed to delivering CSA at scale to increase the efficiency and resilience of food systems. Since the Bank started tracking CSA in 2011, our CSA investments have grown steadily, reaching a record US$ 1 billion in 2017. We expect to maintain and even increase that level next year as our efforts to scale up CSA intensify.

Investing in Africa’s talent

Esteve Sala's picture
Africa will have more people joining the labor force over the next 20 years than the rest of the world combined. Photo credit: World Bank

For every software developer in the United States, there are five open jobs. Africa, meanwhile, has the youngest, fastest-growing population on earth, with more people joining the labor force over the next 20 years than the rest of the world combined.

With this idea in mind, and the powerful belief that "brilliance is evenly distributed, but opportunity is not," Andela, founded four years ago, began recruiting recent graduates in Africa with the mission of connecting them to job opportunities in high-tech companies. Today, about 650 developers in Lagos, Nairobi, and Kampala work full-time for over 100 firms spread across 45 cities worldwide.

How to attract and motivate passionate public service providers

David Evans's picture

In Gaile Parkin's novel Baking Cakes in Kigali, two women living in Kigali, Rwanda – Angel and Sophie – argue over the salary paid to a development worker: "Perhaps these big organisations needed to pay big salaries if they wanted to attract the right kind of people; but Sophie had said that they were the wrong kind of people if they would not do the work for less. Ultimately they had concluded that the desire to make the world a better place was not something that belonged in a person's pocket. No, it belonged in a person's heart."
 
It's not a leap to believe – like Angel and Sophie – that teachers should want to help students learn, health workers who want help people heal, and other workers in service delivery should want to deliver that service. But how do you attract and motivate those passionate public servants? Here is some recent research that sheds light on the topic.
 

How to help more citizens participate in the global tax agenda

Andrew Wainer's picture
Photo: Mohammad Al-Arief/The World Bank.

Editor’s note: The findings, interpretations and conclusions expressed herein are those of the authors and do not necessarily reflect the view of the World Bank Group, its Board of Directors or the governments they represent.

Even as domestic tax reform is in the political limelight, there is growing attention to taxation in the developing world and the role of citizens in shaping tax policy.

Breathing new life into power utilities through debt restructuring tools

Teuta Kaçaniku's picture


Photo: Raymond Ward | Flickr Creative Commons

Sector reform is a familiar concept for anyone working in the energy sector, particularly in developing countries. Typically, reforms involve measures such as building an institutional framework that allows for an independent regulator, improving the operational efficiency of utilities (for example, by unbundling vertically-integrated utilities), creating an environment for private sector participation, and last but not least, introducing tariffs that reflect costs. All these measures are designed with one goal in mind: to put the sector on a sustainable path and improve the quality of service for end-users.

While acknowledging the many benefits that sector reforms can bring, one issue we continue to face is the poor financial state of key power utilities. In other words, a lack of creditworthiness. Often, their lack of financial creditworthiness is the most critical obstacle to implementing investment programs. This makes utilities even more dependent on continuous government subsidies.

Why technology will disrupt and transform Africa’s agriculture sector—in a good way

Simeon Ehui's picture
© Dasan Bobo/World Bank
© Dasan Bobo/World Bank


Agriculture is critical to some of Africa’s biggest development goals. The sector is an engine of job creation: Farming alone currently accounts for about 60 percent of total employment in sub-Saharan Africa, while the share of jobs across the food system is potentially much larger. In Ethiopia, Malawi, Mozambique, Tanzania, Uganda, and Zambia, the food system is projected to add more jobs than the rest of the economy between 2010 and 2025. Agriculture is also a driver of inclusive and sustainable growth, and the foundation of a food system that provides nutritious, safe, and affordable food. 

Announcing Funding for 12 Development Data Innovation Projects

World Bank Data Team's picture

We’re pleased to announce support for 12 projects which seek to improve the way development data are produced, managed, and used. They bring together diverse teams of collaborators from around the world, and are focused on solving challenges in low and lower middle-income countries in Sub-Saharan Africa, East Asia, Latin America, and South Asia.

Following the success of the first round of funding in 2016, in August 2017 we announced a $2.5M fund to support Collaborative Data Innovations for Sustainable Development. The World Bank’s Development Data group, together with the Global Partnership for Sustainable Development Data, called for ideas to improve the production, management, and use of data in the two thematic areas of “Leave No One Behind” and the environment. To ensure funding went to projects that solved real people’s problems, and built solutions that were context-specific and relevant to its audience, applicants were required to include the user, in most cases a government or public entity, in the project team. We were also looking for projects that have the potential to generate learning and knowledge that can be shared, adapted, and reused in other settings.

From predicting the movements of internally displaced populations in Somalia to speeding up post-disaster damage assessments in Nepal; and from detecting the armyworm invasive species in Malawi to supporting older people in Kenya and India to map and advocate for the better availability of public services; the 12 selected projects summarized below show how new partnerships, new methods, and new data sources can be integrated to really “put data to work” for development.

This initiative is supported by the World Bank’s Trust Fund for Statistical Capacity Building (TFSCB) with financing from the United Kingdom’s Department for International Development (DFID), the Government of Korea and the Department of Foreign Affairs and Trade of Ireland.

2018 Innovation Fund Recipients


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