How Digitalization Can Enhance Economic Resilience

The COVID-19 crisis has opened deep economic scars, leading to significant output losses. Can digitalization improve economic resilience to shocks such as the pandemic?

Case Study LinkedIn Digital Development Jobs and Development

Using Mobility Data to Improve Lives in Lima

Improving traffic flow and enhancing road safety are critical to Lima which was ranked the fourth most congested metropolitan area in the world in 2022.

Case Study Mapbox Veraset Waze Urban Development Transport

Assessing Traffic Congestion and Accessibility to Jobs Using Waze for Cities and Mapbox Data

Traffic congestion and suburbanization are becoming increasingly significant factors affecting urban mobility and limiting access to jobs and opportunities in most mid-sized cities worldwide.

Case Study Mapbox Waze Urban Development Transport

Development Data Partnership 2023 Year in Review

It has been an extraordinary year for the Development Data Partnership. Before we start the new year, we wanted to take a moment to reflect and look back on what we have accomplished in 2023.

Assessing Digital Transformation in Firms in Latin America and the Caribbean

Are firms in Latin America and the Caribbean lagging in terms of their adoption of digital technologies?

Case Study LinkedIn Jobs and Development

Analyzing Digital Skills Gap in MENA Countries to Inform An Upskilling Initiative

Digital technologies are reshaping work and traditional jobs. It is essential for workers across all sectors to acquire and strengthen their digital skills to stay competitive in the job market.

Case Study LinkedIn Jobs and Development

Inferring COVID-19 Vaccine Attitudes from X

Social media has become a platform for the public to openly advocate and express their opinions on various issues including health.

Case Study X Health COVID-19

Understanding Informal Trade Dynamics in Benin

Benin’s trade performance has been improving gradually in the past decade. Notably, informal trade, smuggling and small-scale cross border trade (SSCBT) are part of the large unrecorded trade dynamics in this African country.

Case Study Outlogic Inequality and Shared Prosperity

Understanding the Economic Impact of Vaccination

The World Bank East Asia and the Pacific Economic Update April 2022 analyzed challenges and opportunities facing the East Asia and the Pacific (EAP) region.

Case Study Meta Health

Maldives Development Update (April 2021): A Digital Dawn

Authors for the special focus topic (Part B) on digital development: Gohar Malumyan, Junko Narimatsu and Pui Shen Yoong, with guidance from Siddhartha Raja and Fernando Im.

Case Study Ookla Digital Development

Is El Salvador's health care system ready for telemedicine?

The World Bank’s Digital Economy for Latin America (DE4LAC) initiative leveraged data from Ookla for Good™ to analyze El Salvador’s telecommunication network to understand to what extent the national healthcare system could leverage the existing digital infrastructure and develop e-health applications.

Case Study Ookla Health

LinkedIn Data Reveals How Labor Markets Have Been Changing in Latin America and the Caribbean Since the Pandemic

Despite the devastating economic impacts of the COVID-19 pandemic, labor markets in Latin America and the Caribbean (LAC) are on the verge of recovery.

Case Study LinkedIn Jobs and Development

Insights from Leveraging Big Data to Track the Impact of the COVID-19 Pandemic on Mobility in Buenos Aires

How did the COVID-19 pandemic and the lockdown measures affect mobility in cities around the globe?

Waze Transport

Analyzing the Evolution of Telework Adoption in Latin America and the Caribbean

Due to the COVID pandemic, the use of telework increased rapidly in Latin America and the Caribbean (LAC) region, as it did globally.

Case Study LinkedIn Jobs and Development

Empowering Female Entrepreneurs to Cross Over into Male-Dominated Sectors

Female entrepreneurship is on the rise globally. However, factors such as social norms and unconscious biases are holding women back from entering more profitable male-dominated sectors.

Meta Gender Jobs and Development

Green Jobs for Women and Diverse Groups Help Promote Equality and Climate Resilience

The role of women and diverse populations, including indigenous peoples, persons of African descent, persons with disabilities, and LGBTQ+ persons, is crucial in driving the decarbonization process and developing climate change resilience strategies.

LinkedIn Climate Change Jobs and Development Gender

How Big Data and Machine Learning Can Strengthen Road Safety

High-quality and reliable data is necessary to gain useful, actionable insights and enhance road safety conditions.

Case Study Mapbox Mapillary Waze Transport

Why We Should Accelerate the Use of Digital Technologies in Africa

As Africa’s population grows, digital technologies are becoming increasingly important for the continent’s economic transformation and job creation.

Case Study Ookla Digital Development

Reaching Digital Deserts – Extending Access to Broadband Has Never Been So Important

The internet is crucial for us to access information, services, job opportunities, education, and more. However, while urban communities flourish in the online world, many rural communities have been left behind when it comes to ensuring fast and reliable internet access.

Case Study Ookla Digital Development

Development Data Partnership Day 2023

Join us for the Development Data Partnership Day on Wednesday, May 10, 2023, from 9:00 a.

Announcement

For Reduced Exposure to COVID-19, the Quality of Your Internet Matters

During the height of the COVID-19 pandemic, governments-imposed movement restrictions to curb the spread of the disease.

Meta Ookla COVID-19 Health Digital Development

The Effects of City Growth on Traffic and Urban Mobility

The Romanian city of Cluj-Napoca has been deeply affected by urban sprawl, which has strained the city’s traffic system and caused increased congestion on roadways.

Case Study Waze Disaster Risk Management Transport

Heatwaves Data Collaborative

The Heatwaves Data Collaborative knits together efforts by international organizations, private firms, and researchers to develop standard datasets and methodologies for identifying and mitigating the urgent socio-economic impacts of heatwaves.

Announcement

Development Data Partnership Day 2022

This day is dedicated to addressing global climate, health, and food security challenges through public-private data science collaboration.

Announcement

Social Norms and Gender Equality in South Asia

This blog highlights recent work from a larger body of research on gender equality carried out at the World Bank.

Case Study Meta Gender

Buenos Aires Transport Demand Planning

Challenge The COVID-19 pandemic and the lockdown measures implemented in 2020 had a significant impact on mobility in the Metropolitan Area of Buenos Aires (AMBA), adding new constrains to the travel behaviours of residents and businesses.

Case Study Waze Transport Urban Development

Where Did Everyone Go? Potential of Digital Movement Data for Natural Hazards Management

Every September 19th since the great earthquake of 1985, Mexico City conducts a major drill: people filing out of buildings in an orderly fashion.

Case Study Cuebiq Disaster Risk Management

A Data-Driven Framework to Support Bogota’s Barrios Vitales Project

A data-driven framework to support the design, implementation, and evaluation of a superblock model in Bogotá from a speed management perspective and inform street design alternatives in the urban space.

Case Study Waze Unacast Mapbox Transport

Communicating for Health: How Did Indians Get Informed about COVID-19 during the Pandemic?

The COVID-19 pandemic saw an unprecedented amount of scientific information disseminated: throughout 2020, 11 research articles on COVID-19 were published every hour.

Case Study Meta Health COVID-19 Health

Understanding Societal Responses to Policies Undertaken During Emergencies: Lessons from COVID-19’s Second Wave in Maharashtra

Maharashtra, one of the wealthiest states in India, was among the worst hit by COVID-19, registering nearly 140,000 COVID-19 deaths since the start of the pandemic.

Case Study Outlogic SpaceKnow Health Disaster Risk Management Urban Development COVID-19

Visualizing Millions of Waze Traffic Alerts with BigQuery, H3 and Dask

Waze for Cities, a Data Partner of the Development Data Partnership, connects government partners to high quality, frequent and granular traffic data extremely valuable in informing public sector, transport and urban planning as well as addressing the United Nations’s Sustainable Development Goals.

Tutorial Waze Transport Urban Development

Understanding the Post COVID-19 Labor Market in Latin America and the Caribbean

Challenge The Covid-19 Labor Markets Observatory, managed by the Inter-American Development Bank Labor Markets Division, aimed to understand how COVID-19 has affected labor markets in Latin America and the Caribbean.

LinkedIn Jobs and Development COVID-19

Digitalization and Resilience to COVID-19 Shocks: Evidence from Sub-Saharan Africa

Challenge The COVID-19 pandemic has brought major disruption to economic activities and human welfare across the world.

Ookla Digital Development

Facebook’s Covid-19 Trends and Impact Survey

With as many as 8 vaccines approved for use around the world the most urgent need now to control the spread of the novel coronavirus is increasing vaccination rates.

Meta Health COVID-19

Unlocking Mobility: TapTap Maps in Cap-Haïtien

Challenge Haitian cities suffer from poor transportation services, and the lack of data from existing services limits improvement efforts.

WhereIsMyTransport Transport

Improving Public Space and Market Design During COVID-19

Lima’s Central Market has always been one of the busiest and liveliest in Lima, Peru. Before the pandemic, some hundreds of people gathered there to buy and sell groceries, clothes, electronics–you name it.

Veraset Urban Development COVID-19

The Effect of COVID-19 Lockdown Measures on Internet Speed

COVID-19 and the related lockdown measures to prevent the virus’ spread have highlighted how important it is for everyone to have access to reliable and resilient digital infrastructure.

Ookla Digital Development COVID-19

Optimizing Tourism Investments: Identifying Chokepoints and Underperforming Minor Roads in Sri Lanka

Challenge Connected and maintained transportation infrastructure are critical to sustainable economic development, but most current estimation methods of road quality are labor, time, and cost intensive.

Mapbox Transport

Socioeconomic Impact of COVID-19 in Indonesia

Challenge Although there is a widespread awareness of the pandemic, there is a lack of understanding from citizens’ perspective, especially behaviors it triggers, sentiments towards government as well as rising concerns.

Premise Health Poverty

A Light Primer to Spark / Databricks

Databricks is a powerful platform for using Spark, a powerful data technology. If you’re reading this, you’re likely a Python or R developer who begins their Spark journey to process large datasets.

Tutorial

Estimating High-speed Broadband Coverage in Ukraine

Challenge Ukraine, Europe’s biggest country, has over 1,192 operators and providers, of which close to three quarters operate under a special preferential tax regime, allowing them not to report their coverage/subscription data to the national telecom regulatory authority.

Ookla Digital Development

2020 Inspire Challenge Finalist - The ClimaCell Locust Project

Ag Observatory in collaboration with the World Bank Data Lab guided and facilitated Climacell’s entry into the CGIAR Big Data Inspire Challenge 2020.

Tomorrow.io Agriculture and Food Climate Change

Analyzing Spatial Accessibility of Health Facilities in Indonesia and Philippines

Challenge: Indonesia and the Philippines are archipelagos, where geographic and administrative boundaries are similar. The collection of islands is home to different concentrations of ethnic, cultural, linguistic, and socioeconomic groups, with an imbalanced distribution of health facilities and physicians.

Meta Mapbox Health Transport

Mapbox Releases a New Movement Dataset for Mobility Insights

Following the Development Data Partnership launch event at the World Bank-IMF Annual Meetings, Mapbox announced a new dataset on movement data for mobility insights.

Announcement Mapbox

Data Partnership: Bridging the Data Gap for Public Good

Download Event Program High frequency, timely, and granular information – which is routinely collected by the private sector–can help inform public policy and service delivery.

Announcement

Tackling COVID-19 Second Wave using Facebook Mobility Data in Vietnam

Challenge: On July 24, after 99 days of zero community-transmitted COVID-19 infections, a 57 year-old man tested positive in Danang, a major city in central Vietnam with close to 1.

Meta Transport COVID-19

Introducing the Data Partnership on GitHub

After launching in 2019, when the Inter-American Development Bank and the International Monetary Fund joined the initiave, the Development Data Partnership has scaled up fast, with more than 100 projects having been brought to life supported by partnerships with more than 20 companies.

Announcement

Leveraging New Data Methods to Address an Ancient Challenge: Locusts

Challenge: The worst locust upsurge in at least 25 years is hitting parts of Africa, the Arabian Peninsula and Western Asia, and over 40 million people who are already food insecure find their food supply and livelihoods threatened.

Announcement Tomorrow.io Agriculture and Food

How to Find Population Movement Data for Your Country: The Mobile Location Data Inventory

As the COVID-19 pandemic continues, so have measures to mitigate its spread. Physical distancing and movement restrictions – such as school and workplace closures, public event cancellations, stay-at-home orders, and international and domestic travel bans – vary considerably across countries.

Announcement Meta Veraset Unacast Cuebiq Outlogic

Google, Apple, and Facebook: Understanding Mobility during Social Distancing with Private Sector Data

As countries around the world work to contain the spread and impact of COVID-19, the World Bank Group is moving quickly to provide fast, flexible responses to help developing countries strengthen their pandemic response and health care systems.

Meta Google Transport

Addressing COVID-19 through Public-Private Data Partnerships: Where Do We Put New Testing Facilities?

Background As the COVID-19 pandemic evolves, the World Bank is ramping up its response to help countries around the world.

Meta Mapbox Health COVID-19

A New Predictive Model for More Accurate Electrical Grid Mapping

Challenge: When planning connectivity deployments in emerging markets, it is important to have a clear picture of where existing power lines are placed.

Meta Energy

Estimating Access to Employment Opportunities in Dhaka, Bangladesh

Challenge: Poor transport facilities and infrastructure are a major hindrance to Bangladesh’s economic development. The road network in Dhaka is severely congested.

Mapbox Jobs and Development

Tackling the Global Profitarchy–Gender and the Choice of Business Sector

Challenge: Despite significant progress in women’s educational attainment and higher female labor force participation rates in many countries, progress in closing the gender pay gap, which takes the ratio of median earnings of all women to all men, has been slow.

Meta Gender Jobs and Development

Improving Road Safety in Nairobi

“Data Partnership brings domain expertise. Google brings data expertise. Together we impact real world problems.”

Waze Transport

On Responsible Data Use

As we develop the Data Partnership, we have a responsibility to the people impacted by our initiative – to local governments and partners, and to our own organizations – to think about how we are collecting, using, storing, and sharing information.

Mapping Freetown Transit for Resiliency

Challenge: The resiliency of a transport network is a critical component to the stability and prosperity of a city.

WhereIsMyTransport Disaster Risk Management Transport

Why Data Partnership?

Should the private sector ever share data with the public sector, even if for public good?

Data Partner Lightning Talks

On February 13, 2019, the Data Partnership (formerly Data Collaboratives), for the first time, brought together Partners and staff.

Announcement