Selected Readings on Digital Self-Determination for Migrants


By Uma Kalkar, Marine Ragnet, and Stefaan Verhulst

Digital self-determination (DSD) is a multidisciplinary concept that extends self-determination to the digital sphere. Self-determination places humans (and their ability to make ‘moral’ decisions) at the center of decision-making actions. While self-determination is considered as a jus cogens rule (i.e. a global norm), the concept of digital self-determination came only to light in the early 2010s as a result of the increasing digitization of most aspects of society. 

While digitalization has opened up new opportunities for self-expression and communication for individuals across the globe, its reach and benefits have not been evenly distributed. For instance, migrants and refugees are particularly vulnerable to the deepening inequalities and power structures brought on by increased digitization, and the subsequent datafication. Further, non-traditional data, such as social media and telecom data, have brought great potential to improve our understanding of the migration experience and patterns of mobility that can provide more targeted migration policies and services yet it also has brought new concerns related to the lack of agency to determine how the data is being used and who determines the migration narrative.

These selected readings look at DSD in light of the growing ubiquity of technology applications and specifically focus on their impacts on migrants. They were produced to inform the first studio on DSD and migration co-hosted by the Big Data for Migration Alliance and the International Digital Self Determination Network. The readings are listed in alphabetical order.

These readings serve as a primer to offer base perspectives on DSD and its manifestations, as well as provide a better understanding of how migration data is managed today to advance or hinder life for those on the move. Please alert us of any other publication we should include moving forward.

Berens, Jos, Nataniel Raymond, Gideon Shimshon, Stefaan Verhulst, and Lucy Bernholz. “The Humanitarian Data Ecosystem: the Case for Collective Responsibility.” Stanford Center for Philanthropy and Civil Society, 2017.

  • The authors explore the challenges to, and potential solutions for, the responsible use of digital data in the context of international humanitarian action. Data governance is related to DSD because it oversees how the information extracted from an individual—understood by DSD as an extension of oneself in the digital sphere—is handled.
  • They argue that in the digital age, the basic service provision activities of NGOs and aid organizations have become data collection processes. However, the ecosystem of actors is “uncoordinated” creating inefficiencies and vulnerabilities in the humanitarian space.
  • The paper presents a new framework for responsible data use in the humanitarian domain. The authors advocate for data users to follow three steps: 
  1. “[L]ook beyond the role they take up in the ‘data-lifecycle’ and consider previous and following steps and roles;
  2. Develop sound data responsibility strategies not only to prevent harm to their own operations but also to other organizations in the ‘data-lifecycle;’ and, 
  3. Collaborate with and learn from other organizations, both in the humanitarian field and beyond, to establish broadly supported guidelines and standards for humanitarian data use.”

Currion, Paul. “The Refugee Identity.Caribou Digital (via Medium), March 13, 2018.

  • Developed as part of a DFID-funded initiative, this essay outlines the Data Requirements for Service Delivery within Refugee Camps project that investigated current data standards and design of refugee identity systems.
  • Currion finds that since “the digitisation of aid has already begun…aid agencies must therefore pay more attention to the way in which identity systems affect the lives and livelihoods of the forcibly displaced, both positively and negatively.” He argues that an interoperable digital identity for refugees is essential to access financial, social, and material resources while on the move but also to tap into IoT services.
  • However, many refugees are wary of digital tracking and data collection services that could further marginalize them as they search for safety. At present, there are no sector-level data standards around refugee identity data collection, combination, and centralization. How can regulators balance data protection with government and NGO requirements to serve refugees in the ways they want to uphold their DSD?
  • Currion argues that a Responsible Data approach, as opposed to a process defined by a Data Minimization principle, provides “useful guidelines” but notes that data responsibility “still needs to be translated into organizational policy, then into institutional processes, and finally into operational practice. He further adds that “the digitization of aid, if approached from a position that empowers the individual as much as the institution, offers a chance to give refugees back their voices.”

Decker, Rianne, Paul Koot, S. Ilker Birbil, Mark van Embden Andres. “Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies” Big Data and Society, April 2022. 

  • While recent literature has looked at the negative impacts of big data and algorithms in public governance, claiming they may reinforce existing biases and defy scrutiny by public officials, this paper argues that designing algorithms with relevant government and society stakeholders might be a way to make them more accountable and transparent. 
  • It presents a case study of the development of an algorithmic tool to estimate the populations of refugee camps to manage the delivery of emergency supplies. The algorithms included in this tool were co-designed with relevant stakeholders. 
  • This may provide a way to uphold DSD by  contributing to the “accountability of the algorithm by making the estimations transparent and explicable to its users.”
  • The authors found that the co-design process enabled better accuracy and responsibility and fostered collaboration between partners, creating a suitable purpose for the tool and making the algorithm understandable to its users. This enabled algorithmic accountability. 
  • The authors note, however, that the beneficiaries of the tools were not included in the design process, limiting the legitimacy of the initiative. 

European Migration Network. “The Use of Digitalisation and Artificial Intelligence in Migration Management.” EMN-OECD Inform Series, February 2022.

  • This paper explores the role of new digital technologies in the management of migration and asylum, focusing specifically on where digital technologies, such as online portals, blockchain, and AI-powered speech and facial recognition systems are being used across Europe to navigate the processes of obtaining visas, claiming asylum, gaining citizenship,  and deploying border control management. 
  • Further, it points to friction between GDPR and new technologies like blockchain—which by decision does not allow for the right to be forgotten—and potential workarounds, such as two-step pseudonymisation.
  • As well, it highlights steps taken to oversee and open up data protection processes for immigration. Austria, Belgium, and France have begun to conduct Data Protection Impact Assessments; France has a portal that allows one to request the right to be forgotten; Ireland informs online service users on how data can be shared or used with third-party agencies; and Spain outlines which personal data are used in immigration as per the Registry Public Treatment Activities.
  • Lastly, the paper points out next steps for policy development that upholds DSD, including universal access and digital literacy, trust in digital systems, willingness for government digital transformations, and bias and risk reduction.

Martin, Aaron, Gargi Sharma, Siddharth Peter de Souza, Linnet Taylor, Boudewijn van Eerd, Sean Martin McDonald, Massimo Marelli, Margie Cheesman, Stephan Scheel, and Huub Dijstelbloem. “Digitisation and Sovereignty in Humanitarian Space: Technologies, Territories and Tensions.” Geopolitics (2022): 1-36.

  • This paper explores how digitisation and datafication are reshaping sovereign authority, power, and control in humanitarian spaces.
  • Building on the notion that technology is political, Martin et al. discuss three cases where digital tools powered by partnerships between international organizations and NGOs and private firms such as Palantir and Facebook have raised concerns for data to be “repurposed” to undermine national sovereignty and distort humanitarian aims with for-profit motivations.
  • The authors draw attention to how cyber dependencies threaten international humanitarian organizations’ purported digital sovereignty. They touch on the tensions between national and digital sovereignty and self-governance.
  • The paper further argues that the rise of digital technologies in the governance of international mobility and migration policies “has all kinds of humanitarian and security consequences,” including (but not limited to) surveillance, privacy infringement, profiling, selection, inclusion/exclusion, and access barriers. Specifically, Scheel introduces the notion of function creep—the use of digital data beyond initially defined purposes—and emphasizes its common use in the context of migration as part “of the modus operandi of sovereign power.”

McAuliffe, Marie, Jenna Blower, and Ana Beduschi. “Digitalization and Artificial Intelligence in Migration and Mobility: Transnational Implications of the COVID-19 Pandemic.” Societies 11, no. 135 (2021): 1-13.

  • This paper critically examines the implications of intensifying digitalization and AI for migration and mobility systems in a post- COVID transnational context. 
  • The authors first situate digitalization and AI in migration by analyzing its uptake throughout the Migration Cycle, i.e. to verify identities and visas, “enable “smart” border processing,” and understand travelers’ adherence to legal frameworks. It then evaluates the current challenges and opportunities to migrants and migration systems brought about by deepening digitalization due to COVID-19. For example, contact tracing, infection screening, and quarantining procedures generate increased data about an individual and are meant, by design, to track and trace people, which raises concerns about migrants’ safety, privacy, and autonomy.
  • This essay argues that recent changes show the need for further computational advances that incorporate human rights throughout the design and development stages, “to mitigate potential risks to migrants’ human rights.” AI is severely flawed when it comes to decision-making around minority groups because of biased training data and could further marginalize vulnerable populations and intrusive data collection for public health could erode the power of one’s universal right to privacy. Leaving migrants at the mercy of black-box AI systems fails to uphold their right to DSD because it forces them to relinquish their agency and power to an opaque system.

Ponzanesi, Sandra. “Migration and Mobility in a Digital Age: (Re)Mapping Connectivity and Belonging.” Television & New Media 20, no. 6 (2019): 547-557.

  • This article explores the role of new media technologies in rethinking the dynamics of migration and globalization by focusing on the role of migrant users as “connected” and active participants, as well as “screened” and subject to biometric datafication, visualization, and surveillance.
  • Elaborating on concepts such as “migration” and “mobility,” the article analyzes the paradoxes of intermittent connectivity and troubled belonging, which are seen as relational definitions that are always fluid, negotiable, and porous.
  • It states that a city’s digital infrastructures are “complex sociotechnical systems” that have a functional side related to access and connectivity and a performative side where people engage with technology. Digital access and action represent areas of individual and collective manifestations of DSD. For migrants, gaining digital access and skills and “enacting citizenship” are important for resettlement. Ponzanesi advocates for further research conducted both from the bottom-up that leans on migrant experiences with technology to resettle and remain in contact with their homeland and a top-down approach that looks at datafication, surveillance, digital/e-governance as a part of the larger technology application ecosystem to understand contemporary processes and problems of migration.

Remolina, Nydia, and Mark James Findlay. “The Paths to Digital Self-Determination — A Foundational Theoretical Framework.” SMU Centre for AI & Data Governance Research Paper No. 03 (2021): 1-34.

  • Remolina and Findlay stress that self-determination is the vehicle by which people “decide their own destiny in the international order.” Decision-making ability powers humans to be in control of their own lives and excited to pursue a set of actions. Collective action, or the ability to make decisions as a part of a group—be it based on ethnicity, nationality, shared viewpoints, etc.—further motivates oneself.
  • The authors discuss how the European Union and European Court of Human Rights’ “principle of subsidiarity” aligns with self-determination because it advocates for power to be placed at the lowest level possible to preserve bottom-up agency with a “reasonable level of efficiency.” In practice, the results of subsidiarity have been disappointing.
  • The paper provides examples of indigenous populations’ fight for self-determination, offline and online. Here, digital self-determination refers to the challenges indigenous peoples face in accessing growing government uses of technology for unlocking innovative solutions because of a lack of physical infrastructure due to structural and social inequities between settler and indigenous communities.
  • Understanding self-determination—and by extension, digital self-determination as a human right, the report investigates how autonomy, sovereignty, the legal definition of a ‘right,’ inclusion, agency, data governance, data ownership, data control, and data quality.
  • Lastly, the paper presents a foundational theoretical framework that goes beyond just protecting personal data and privacy. Understanding that DSD “cannot be detached from duties for responsible data use,” the authors present a collective and individual dimension to DSD. They extend the individual dimension of DSD to include both my data and data about me that can be used to influence a person’s actions through micro-targeting and nudge techniques. They update the collective dimension of DSD to include the views and influences of organizations, businesses, and communities online and call for a better way of visualizing the ‘social self’ and its control over data.

Ziebart, Astrid, and Jessica Bither. “AI, Digital Identities, Biometrics, Blockchain: A Primer on the Use of Technology in Migration Management.” Migration Strategy Group on International Cooperation and Development, June 2020.

  • Ziebart and Bither note the implications of increasingly sophisticated use of technology and data collection by governments with respect to their citizens. They note that migrants and refugees “often are exposed to particular vulnerabilities” during these processes and underscore the need to bring migrants into data gathering and use policy conversations.  
  • The authors discuss the promise of technology—i.e., to predict migration through AI-powered analyses, employ technologies to reduce friction in the asylum-seeking processes, and the power of digital identities for those on the move. However, they stress the need to combine these tools with informational self-determination that allows migrants to own and control what data they share and how and where the data are used.
  • The migration and refugee policy space faces issues of “tech evangelism,” where technologies are being employed just because they exist, rather than because they serve an actual policy need or provide an answer to a particular policy question. This supply-driven policy implementation signals the need for more migrant voices to inform policymakers on what tools are actually useful for the migratory experience. In order to advance the digital agency of migrants, the paper offers recommendations for some of the ethical challenges these technologies might pose and ultimately advocates for greater participation of migrants and refugees in devising technology-driven policy instruments for migration issues.

On-the-go interesting resources 

  • Empowering Digital Self-Determination, mediaX at Stanford University: This short video presents definitions of DSD, and digital personhood, identity, and privacy and an overview of their applications across ethics, law, and the private sector.
  • Digital Self-Determination — A Living Syllabus: This syllabus and assorted materials have been created and curated from the 2021 Research Sprint run by the Digital Asia Hub and Berkman Klein Center for Internet Society at Harvard University. It introduces learners to the fundamentals of DSD across a variety of industries to enrich understanding of its existing and potential applications.
  • Digital Self-Determination Wikipedia Page: This Wikipedia page was developed by the students who took part in the Berkman Klein Center research sprint on digital self-determination. It provides a comprehensive overview of DSD definitions and its key elements, which include human-centered design, robust privacy mandates and data governance, and control over data use to give data subjects the ability to choose how algorithms manipulate their data for autonomous decision-making.
  • Roger Dubach on Digital Self-Determination: This short video presents DSD in the public sector and the dangers of creating a ‘data-protected’ world, but rather on understanding how governments can efficiently use data and protect privacy. Note: this video is part of the Living Syllabus course materials (Digital Self-Determination/Module 1: Beginning Inquiries).

Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies


Paper by Rianne Dekker et al: “There is increasing criticism on the use of big data and algorithms in public governance. Studies revealed that algorithms may reinforce existing biases and defy scrutiny by public officials using them and citizens subject to algorithmic decisions and services. In response, scholars have called for more algorithmic transparency and regulation. These are useful, but ex post solutions in which the development of algorithms remains a rather autonomous process. This paper argues that co-design of algorithms with relevant stakeholders from government and society is another means to achieve responsible and accountable algorithms that is largely overlooked in the literature. We present a case study of the development of an algorithmic tool to estimate the populations of refugee camps to manage the delivery of emergency supplies. This case study demonstrates how in different stages of development of the tool—data selection and pre-processing, training of the algorithm and post-processing and adoption—inclusion of knowledge from the field led to changes to the algorithm. Co-design supported responsibility of the algorithm in the selection of big data sources and in preventing reinforcement of biases. It contributed to accountability of the algorithm by making the estimations transparent and explicable to its users. They were able to use the tool for fitting purposes and used their discretion in the interpretation of the results. It is yet unclear whether this eventually led to better servicing of refugee camps…(More)”.

Airbnb enabled a movement to help Ukraine. Free housing is only part of it.


Article by Sarah Roach: “When Airbnb announced its goal to provide 100,000 people fleeing Ukraine with free temporary housing, it received an outpouring of support.

Barack Obama promoted the effort on Twitter, and those who could not offer their help decided to support the cause with donations instead.

Now, about 30,000 hosts have signed up on Airbnb.org, the company’s philanthropic site, to provide free housing, according to an Airbnb spokesperson. That figure is already more than the 20,000 Afghan refugees that Airbnb hosts extended free or discounted housing to last summer. Airbnb.org’s goal of providing housing to 100,000 Ukrainian refugees would equal the total number of people Airbnb.org helped through crises between 2017 and 2021 combined.

The company’s nonprofit arm has been slowly building the infrastructure to support more people escaping natural disasters, war and other crises over the past decade. Airbnb’s work started in 2012, when Hurricane Sandy struck and a host wanted to offer free temporary housing. Shortly thereafter, Airbnb launched a tool that allowed hosts to offer their homes to people displaced by natural disasters. After that, Airbnb began extending free or discounted housing to people fleeing conflicts like the Syrian refugee crisis and disasters including hurricanes and earthquakes. By 2020, Airbnb.org broke off into the company’s own philanthropic arm focused on these efforts…(More)”.

Digitisation and Sovereignty in Humanitarian Space: Technologies, Territories and Tensions


Paper by Aaron Martin: “Debates are ongoing on the limits of – and possibilities for – sovereignty in the digital era. While most observers spotlight the implications of the Internet, cryptocurrencies, artificial intelligence/machine learning and advanced data analytics for the sovereignty of nation states, a critical yet under-examined question concerns what digital innovations mean for authority, power and control in the humanitarian sphere in which different rules, values and expectations are thought to apply. This forum brings together practitioners and scholars to explore both conceptually and empirically how digitisation and datafication in aid are (re)shaping notions of sovereign power in humanitarian space. The forum’s contributors challenge established understandings of sovereignty in new forms of digital humanitarian action. Among other focus areas, the forum draws attention to how cyber dependencies threaten international humanitarian organisations’ purported digital sovereignty. It also contests the potential of technologies like blockchain to revolutionise notions of sovereignty in humanitarian assistance and hypothesises about the ineluctable parasitic qualities of humanitarian technology. The forum concludes by proposing that digital technologies deployed in migration contexts might be understood as ‘sovereignty experiments’. We invite readers from scholarly, policy and practitioner communities alike to engage closely with these critical perspectives on digitisation and sovereignty in humanitarian space….(More)”.

An ad hoc army of volunteers assembles to help Ukrainian refugees


Eric Westervelt at NPR: “Russia’s invasion of Ukraine has sparked the fastest-growing refugee crisis in Europe since World War II as the U.N. refugee agency says more than 1.5 million Ukrainians have fled their homeland in just the first 12 days of fighting.

The bulk of the refugees — more than 1 million — have left Ukraine through one of eight border crossings in Poland. At more than 20 reception centers along the Polish border, NGOs, charities and the U.N. refugee agency are being aided by an ad hoc army of volunteers from Poland and across Europe who are playing a vital support role serving food, directing donations and helping to drive refugees to friends and family across the continent.

“This is not job for me. If I can help, I can help,” says Krstaps Naymanes, a deliveryman from Liepaja, Latvia, who hit pause on his day job to aid Ukrainians. With friends and a charity, he helped organize cars, RVs and a large bus to take refugees anywhere in Latvia, where others on the ground there are ready to help.”We have flats, houses, food, everything,” he says. “Don’t charge, like, money for this. Peoples want help, and can help. This time need to do! That’s it.”…(More)”.

How data can help migrants


Blog by Andrew Young: “…Actors across sectors are experimenting with new data innovations to improve decision-making on migration and fill gaps in official statistics and traditional data sources. Non-traditional data, including privately held information, can complement traditional data sources that are not always timely or sufficient. Innovative uses of data can help us forecast and understand macro-level trends and developments in migration flows and the drivers of these phenomena, such as labour market disruptions. They can also support a better understanding of migrants’ experience, through more demographically-disaggregated information and more insight into “data invisibles” who are not represented in official statistics.

Specifically, new forms of data collaboration are enabling the use of data from telecoms, social media companies and satellite imagery to enhance civil registration procedures for migrantsforecast the effects of sea level rises on migration and nowcast international migration flows, for example. The Big Data for Migration Alliance (BD4M) was established to accelerate the responsible and ethical use of non-traditional data sources and methods. The BD4M is experimenting with new co-design and prototyping methods to tap into global expertise and advance more responsible and effective data collaboration to support data innovations for migration. The first of these “studios” investigated how to design data collaboration to better understand human mobility and migration in West Africa, including by leveraging non-traditional data.

Actors face persistent challenges in advancing innovative uses of non-traditional data to improve migration policymaking while also providing greater autonomy and agency to migrants at key moments of the data life cycle. It is a task that spans initial data collection, data processing, sharing, analysis and (re)use of data. However, more research and evidence is needed to advance digital self-determination in a way that respectfully empowers data subjects, including migrants.

The recently established International Network on Digital Self Determination (IDSD), an interdisciplinary consortium studying and designing ways to engage in trustworthy data spaces and ensure human centric approaches, is spearheading this work. The IDSD is also promoting and facilitating the use of collaborative studios to convene domain experts and migrants to define strategies that make sure that the data subjects themselves are aware of emerging uses of data that concerns them and are positioned to influence the design and objectives of new data innovations. By tapping into migrants’ perspectives, actors can ensure their data collaboration efforts are aligned with the priorities of their intended beneficiaries and conduct their work with the type of clear social license that is often lacking in the space….(More)”.

The Use Of Digitalisation and Artificial Intelligence in Migration Management


Joint EMN-OECD inform: “…In view of the dynamic nature of the migration policy landscape and in the context of the new Pact on Migration and Asylum, this series explores existing trends, innovative methods and approaches in migration management and will be used as a basis for further policy reflection at EU level. 

This inform builds on trends identified in the EMN-OECD series on migration management informs on COVID-19 in the migration area. Its scope includes EU Member States, EMN observer countries as well as OECD countries. This inform aims to explore the role of new digital technologies in the management of migration and asylum. It focuses on a number of specific areas in migration, acquisition of citizenship, asylum procedures and border control management where digital technologies may be used (e.g. digitalisation of application processes, use of video conferencing for remote interviews, use of artificial intelligence (AI) to assist decision making processes, use of blockchain technology). It also considers the implications of using these types of technologies on fundamental rights…(More)”.

Data Innovation in Demography, Migration and Human Mobility


Report by Bosco, C., Grubanov-Boskovic, S., Iacus, S., Minora, U., Sermi, F. and Spyratos, S.: “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 demographic, mobility- and migration- related phenomena by making available large volumes of real-time and spatially detailed data. At the same time, however, data innovation has brought up new challenges (ethics, privacy, data governance models, data quality) for citizens, statistical offices, policymakers and the private sector.

Focusing on the fields of demography, mobility and migration studies, the aim of this report is to assess the current state of utilisation of data innovation in the scientific literature as well as to identify areas in which data innovation has the most concrete potential for policymaking. For that purpose, this study has reviewed more than 300 articles and scientific reports, as well as numerous tools, that employed non-traditional data sources for demographic, human mobility or migration research.The specific findings of our report contribute to a discussion on a) how innovative data is used in respect to traditional data sources; b) domains in which innovative data have the highest potential to contribute to policymaking; c) prospects for an innovative data transition towards systematic contribution to official statistics and policymaking…(More)”. See also Big Data for Migration Alliance.

Using social media data to ‘nowcast’ migration around the globe


Report by RAND: “In recent years, unprecedented waves of refugees, economic migrants and people displaced by a variety of factors have made migration a high-priority policy issue around the world. Despite this, official migration statistics often come with a time lag and can fail to correctly capture the full extent of migration, leaving decision makers without timely and robust data to make informed policy decisions.

In a RAND-initiated, self-funded research study, we developed a methodological tool to compute near real-time migration estimates for European Union member states and the United States. The tool, underpinned by a Bayesian model, is capable of providing ‘nowcasts’ of migrant stocks by combining real-time data from the Facebook Marketing Application Programming Interface and data from official migration sources, such as Eurostat and the US Census Bureau.

These nowcasts can serve as an early-warning system to anticipate ‘shock events’ and rapid migration trends that would otherwise be captured too late or not at all by official migration data sources. The tool could therefore enable decision makers to make informed, evidence-based policy decisions in the rapidly changing social policy sphere of international migration.

The study also provides a useful example of how to combine ‘big data’ with traditional data to improve measurement and estimation which can be applied to other social and demographic phenomena…(More)”.

Strengthening CRVS Systems to Improve Migration Policy: A Promising Innovation


Blog by Tawheeda Wahabzada and Deirdre Appel: “Migration is one of the most pressing issues of our time and innovation for migration policy can take on several different shapes to help solve challenges. It is seen through radical technological breakthrough such as biometric identifiers that completely transform the status quo as well as technological disruptions like mobile phone fund transforms that alter an existing process. There is also incremental innovation, or the gradual improvement of an existing process or institution even. Regardless of where the fall on the spectrum, their innovative applications are all relevant to migration policy.

Incremental innovation for civil registration and vital statistics (CRVS) systems can greatly benefit migrants and the policymakers trying to help them. According to World Health Organization, a well-functioning CRVS system registers all births and deaths, issues birth and death certificates, and compiles and disseminates vital statistics, including cause of death information. It may also record marriages and divorces. Each of these services brings a world of crucial advantages. But despite the social and legal benefits for individuals, especially migrants, these systems remain underfunded and under functioning. More than 100 low and middle-income countries lack functional CRVS systems and about one-third of all births are not registered. This amounts to more than one billion people without a legal identity leaving them unable to prove who they are and creating serious barriers to access health, education, financial, and other social services.

Throughout countries in Africa, there are great differences in CRVS coverage, where birth coverage ranges from above 90 percent in some North African countries to under 50 percent across several countries in different regions; and with death registration having greater gaps with either no information or lower coverage rates. For countries with low functioning CRVS systems, potential migrants from these countries could face additional obstacles in obtaining birth certificates and proof of identification….(More)”. See also https://data4migration.org/blog/