
<resource xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:datacite="http://datacite.org/schema/kernel-4" xmlns="http://namespace.openaire.eu/schema/oaire/" xsi:schemaLocation="http://namespace.openaire.eu/schema/oaire/ https://www.openaire.eu/schema/repo-lit/4.0/openaire.xsd">
  
<datacite:identifier identifierType="URL">https://door.donau-uni.ac.at/o:5693</datacite:identifier>

  
<datacite:titles>
  
<datacite:title xml:lang="en">Towards the more effective use of irregular migration data</datacite:title>

  
</datacite:titles>

  
<datacite:creators>
  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Appriou, Adèle</datacite:creatorName>

  
<datacite:givenName>Adèle</datacite:givenName>

  
<datacite:familyName>Appriou</datacite:familyName>

  
<datacite:affiliation>Migration Policy Institute Europe, Belgium</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Slootjes, Jasmijn</datacite:creatorName>

  
<datacite:givenName>Jasmijn</datacite:givenName>

  
<datacite:familyName>Slootjes</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0002-2658-7554</datacite:nameIdentifier>

  
<datacite:affiliation>Migration Policy Institute Europe, Belgium</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Sohst, Rhea Ravenna</datacite:creatorName>

  
<datacite:givenName>Rhea Ravenna</datacite:givenName>

  
<datacite:familyName>Sohst</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0002-5721-6991</datacite:nameIdentifier>

  
<datacite:affiliation>Migration Policy Institute Europe, Belgium</datacite:affiliation>

  
</datacite:creator>

  
</datacite:creators>

  
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<dc:language>eng</dc:language>

  
<dc:description xml:lang="en">Key points

• Irregular migration data is used to inform decisions across sectors—from service planning 
and public debate to policy design—but remains poorly aligned with the needs of those 
expected to use it. This chapter examines how different stakeholders rely on the data, and 
where gaps emerge.

• We introduce the data pathway to show how data on irregular migration are defined, 
collected, shared, and interpreted. At each stage, competing mandates, vague concepts, and 
inconsistent practices risk undermining coherence and usability.

• Five core challenges, such as gaps in availability, ambiguous definitions and low data 
literacy, limit the value of the data. Legal and institutional barriers, particularly a lack of 
knowledge about the implication of the GDPR, further constrain responsible sharing and 
can erode trust.

• Improving data use requires more than technical or methodological improvements. It 
calls for clearer definitions, accessible documentation, stronger privacy protections, and 
sustained investment in the capacity of those who collect and use the data.</dc:description>

  
<datacite:subjects>
  
<datacite:subject xml:lang="en">Data use</datacite:subject>

  
<datacite:subject xml:lang="en">Stakeholders</datacite:subject>

  
<datacite:subject xml:lang="en">GDPR</datacite:subject>

  
<datacite:subject xml:lang="en">Data challenges</datacite:subject>

  
<datacite:subject xml:lang="en">Policy  impact</datacite:subject>

  
</datacite:subjects>

  
<licenseCondition uri="http://creativecommons.org/licenses/by-nc/4.0/">http://creativecommons.org/licenses/by-nc/4.0/</licenseCondition>

  
<file mimeType="application/pdf" objectType="fulltext">https://door.donau-uni.ac.at/api/object/o:5693/download</file>

  
<datacite:alternateIdentifiers>
  
<datacite:alternateIdentifier alternateIdentifierType="DOI">10.48341/g31s-vq79-11</datacite:alternateIdentifier>

  
</datacite:alternateIdentifiers>

  
<datacite:relatedIdentifiers>
  
<datacite:relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://door.donau-uni.ac.at/o:5698</datacite:relatedIdentifier>

  
</datacite:relatedIdentifiers>

  
<dc:format>application/pdf</dc:format>

  
<citationStartPage>121</citationStartPage>

  
<citationEndPage>128</citationEndPage>

  
<datacite:sizes>
  
<datacite:size>649.12 kB</datacite:size>

  
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<datacite:dates>
  
<datacite:date dateType="Issued">2025-09-30</datacite:date>

  
</datacite:dates>

  
</resource>


