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Knowledge4Policy
KNOWLEDGE FOR POLICY

Knowledge Centre on Migration and Demography

Deepening our understanding of opportunities and challenges related to demographic change, migration and mobility.

Topic / Tool | Last updated: 20 Jun 2021

Innovative data and modelling

To develop methodologies for the responsible and ethical use of innovative data sources to inform migration and demographic policies.

Migration and Demography

Brief me

iDAT@k4p

 

Innovative data refers to new forms of data generated from non-traditional sources, such as internet, Mobile Network Operators, social media platforms.

They can offer timely information complementing official statistics and can be used in forecasting, now-casting and scenario-building activities.

 

Subtopics:

  • Use of timely Big data to complement official statistics
  • Artificial Intelligence & Machine Learning
  • Ethics and privacy issues on the use of big data containing personal data
  • Human mobility
  • Public-private partnership, data 4 good
  • Migration now-casting and forecasting

 

To develop methodologies for the responsible and ethical use of innovative data sources to inform migration and demographic policies.

  • Research and development of state-of-the-art methods for improving migration and demographic data using innovative data sources.
  • Development of Visualization platforms to facilitate discovery and access and analysis of migration and demographic data.
  • International collaborations to foster the responsible and ethical use of innovative data sources to inform migration and demographic policies.

Explore further

Data Innovation in Demography, Migration and Human Mobility - Opportunities and challenges of non-traditional data

With the consolidation of the culture of evidence-based policymaking, the availability of data has become central for policymakers. Nowadays, innovative data sources have offered opportunity to describe more accurately…

Estimating and Projecting Air Passenger Traffic during the COVID-19 Coronavirus Outbreak and its Socio-Economic Impact

Due to the coronavirus global crisis, most countries have put in place restrictive measures in order to confine the pandemia and contain the number of casualties. Among the restrictive measures…

Quantifying international human mobility patterns using Facebook Network data

Quantifying global international mobility patterns can improve migration governance. Despite decades of calls by the international community to improve international migration statistics, the availability of timely…

Measuring the impact of COVID-19 confinement measures on human mobility using mobile positioning data. A European regional analysis

This work presents a mobility indicator derived from fully anonymised and aggregated mobile positioning data. Even though the indicator does not provide information about the behaviour…

Dissecting global air traffic data to discern different types and trends of transnational human mobility

Human mobility across national borders is a key phenomenon of our time. At the global scale, however, we still know relatively little about the structure and nature…

Human mobility and COVID-19 initial dynamics

Countries in Europe took different mobility containment measures to curb the spread of COVID-19. The European Commission asked mobile network operators to share on a voluntarily basis anonymised…

Explaining the travelling behaviour of migrants using Facebook audience estimates

The paper explores the travelling behaviour of migrant groups using Facebook audience estimates. Reduced geographical mobility is associated with increased risk of social exclusion and reduced socio-economic…

Mapping Mobility Functional Areas (MFA) using Mobile Positioning Data to Inform COVID-19 Policies

This work introduces the concept of data-driven Mobility Functional Areas (MFAs) as geographic zones with high degree of intra-mobility exchanges. Such information, calculated at European regional scale…

Migration Data using Social Media: a European Perspective

Migration is a top political priority for the European Union (EU). Data on international migrant stocks and flows are essential for effective migration management. In this report, we estimated…

Big Data and Alternative Data Sources on Migration

Top Big Data and Alternative Data Sources on Migration: from Case Studies to Policy Support 30 November 2017, Ispra (Italy) On 30 November 2017, the European…

Harnessing data innovation for migration policy in Europe and Africa - State of the art and future directions

Place: Robert Bosch Foundation in Berlin in a hybrid format (online and in-person) Due to current COVID-19-regulations, in-person participation will mostly be limited to speakers and…

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ORGANISATION | 02 Mar 2023
JRC - Joint Research Centre

The Joint Research Centre is the Commission's science and knowledge service. The JRC employs scientists to carry out research in order to provide independent scientific advice and support...