refugees and other forcibly displaced populations

Refugees and Other Forcibly Displaced Populations

VoxDevLit

Published 11.03.25
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Sandra V Rozo and Guy Grossman, “Refugees and Other Forcibly Displaced Populations” VoxDevLit, 14(1), March 2025
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Chapter 8
Appendix B: Data

The Dataset of World Refugee and Asylum Policies (DWRAP) is a novel dataset that compiles all national laws relevant to forcibly displaced populations across a sample of 205 countries from 1951 to 2022. It includes a total of 951 unique national-level migration laws. Specifically, the dataset captures de jure policies on asylum and forced migration, offering an objective measure by relying on legal texts rather than subjective interpretations of policy enforcement.

In developing DWRAP, countries were selected for inclusion based on the United Nations geoscheme. The dataset encompasses all nations within the following regions: Eastern Africa, Middle Africa, Northern Africa, Southern Africa, Western Africa, Western Asia, Central Asia, and Southern Asia.

Refugee and asylum policies are conceptualised as a set of provisions regulating five core dimensions: (1) access, which reflects the ease of entry and security of legal status; (2) services, covering the provision of public services and welfare; (3) livelihoods, representing the ability to work and own property; (4) movement, addressing encampment policies; and (5) participation, which includes pathways to citizenship and political rights. For each law, DWRAP codes 54 provisions across these five dimensions.

Each of the 54 variables is measured on an ordinal scale, coded as discrete values from 0 to 3, where higher scores indicate more liberal policy measures. For instance, a score of 2 reflects a more liberal measure than 1, which in turn is more liberal than 0. To aggregate these provisions, Principal Component Indices are constructed, consolidating the data from individual policy provisions into 14 policy strands, from 14 strands into the five core dimensions, and finally, into an overall policy score. Each index is normalised to range from 0 to 1, facilitating comparisons of policy regimes across countries and over time. By constructing these indices, DWRAP provides a comprehensive and standardised tool for analysing refugee and asylum policies globally.

Figure B1: Access Index

Panel A: Index Evolution by Continent

Index Evolution by Continent

Panel B: Average Index between 1951 to 2021

Average Index between 1951 to 2021
Notes: Data is sourced from the Dataset of World Refugee and Asylum Policies (DWRAP). Panel A of the figure displays the evolution of the Access Index from 1951 to 2021, disaggregated by continent. Panel B shows the average value of the index from 1951 to 2021 across countries. The Access Index is a principal component index reflecting the ease of entry and security of legal status. The index ranges from 0 to 1, with higher values indicating more liberal policies.

 

Figure B2: Service Access Index

Panel A: Index Evolution by Continent

Index Evolution by Continent

Panel B: Average Index between 1951 to 2021

Average Index between 1951 to 2021
Notes: Data is sourced from the Dataset of World Refugee and Asylum Policies (DWRAP). Panel A of the figure displays the evolution of the Service Access Index from 1951 to 2021, disaggregated by continent. Panel B shows the average value of the index from 1951 to 2021 across countries. The Service Access index covers the provision of public services and welfare. The index ranges from 0 to 1, with higher values indicating more liberal policies.

 

Figure B3: Livelihood Index

Panel A: Index Evolution by Continent

Index Evolution by Continent

Panel B: Average Index between 1951 to 2021

Average Index between 1951 to 2021
Notes: Data is sourced from the Dataset of World Refugee and Asylum Policies (DWRAP). Panel A of the figure displays the evolution of the Livelihood Index from 1951 to 2021, disaggregated by continent. Panel B shows the average value of the index from 1951 to 2021 across countries. The Livelihood Index is a principal component index representing the ability to work and own property. The index ranges from 0 to 1, with higher values indicating more liberal policies.

 

Figure B4: Movement Policies Index

Panel A: Index Evolution by Continent

Index Evolution by Continent

Panel B: Average Index between 1951 to 2021

Average Index between 1951 to 2021
Notes: Data is sourced from the Dataset of World Refugee and Asylum Policies (DWRAP). Panel A of the figure displays the evolution of the Movement Index from 1951 to 2021, disaggregated by continent. Panel B shows the average value of the index from 1951 to 2021 across countries. The Movement Index is a principal component index comprising movement which addresses the encampment policies. The index ranges from 0 to 1, with higher values indicating more liberal policies.

 

Figure B5: Political Rights Index

Panel A: Index Evolution by Continent

Index Evolution by Continent

Panel B: Average Index between 1951 to 2021

Average Index between 1951 to 2021
Notes: Data is sourced from the Dataset of World Refugee and Asylum Policies (DWRAP). Panel A of the figure displays the evolution of the Political Rights Index from 1951 to 2021, disaggregated by continent. Panel B shows the average value of the index from 1951 to 2021 across countries. The Political Rights Index is a principal component index comprising political participation, including citizenship and political rights. The index ranges from 0 to 1, with higher values indicating more liberal policies.
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Appendix A: Scope

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