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International Journal of
            Population Studies                                                           Social inclusion for refugees




            Table 5. Integration factors and indicators
            Factors                               Explanation                         Indicator        Symbol
            Level of social support  Percentage of refugees with access to social services    Access to social services (%)  X 1
                                (e.g., housing and medical care)
                                Average amount of benefits or social assistance received by refugees  Amount of social assistance (€)  X
                                                                                                          2
                                Percentage of refugees participating in language courses and   Access to integration programs (%)  X 3
                                adaptation programs
            Employment rate of refugees Percentage of refugees officially employed in the host country  Employment rate (%)  X 13
            Level of language proficiency Percentage of refugees who passed language proficiency tests  Language test (%)  X
                                                                                                          14

            cohesion. The hierarchical structure of the dendrogram
            highlights the multifaceted nature of refugee integration,
            where foundational support facilitates socioeconomic
            and cultural adaptation.  By  identifying  the most
            impactful indicators, the dendrogram offers valuable
            guidance to policymakers and researchers in prioritizing
            areas for intervention, ensuring that integration efforts
            are targeted and effective.
              The K-means cluster analysis categorized the nine
            host countries into three distinct clusters based on their
            integration indicators. The results, shown in  Figure  3,
            present the average values of key integration indicators
            for each cluster. These clusters reveal patterns of similarity
            in social, economic, and policy-related aspects of refugee   Figure 3. Plot of mean values for each cluster, illustrating the average
            integration across the host countries.             levels of key integration indicators used to assess the integration of
                                                               Ukrainian refugees in host countries (cluster analysis performed using
            Figure  3 presents the graphical distribution of average   STATISTICA 13)
            values  for  key  integration  indicators  across  the  three
            clusters.  It highlights the significant disparities between   support for integration.” The average distances to the cluster
            clusters, particularly in access to services, employment   center are 0.08 for Bulgaria, 0.09 for Romania, 0.41 for
            stability, and social participation. Cluster 3 shows the   Moldova, and 0.43 for Italy. This cluster includes countries
            highest values across integration indicators, while Cluster   with limited integration policies and infrastructure. Key
            2 exhibits the lowest. The data used to determine the   characteristics include limited access to social services and
            composition of each cluster are provided in Tables 6-8.  integration programs, low employment rates, and minimal
              Cluster 1 – which includes Poland, the Czech     participation in language courses. These countries face
            Republic, and Spain – can be characterized as offering   economic constraints and institutional challenges that
            “moderate support for integration.” This cluster represents   hinder their capacity to support large-scale refugee
            countries  with  moderately  effective  integration  policies.   integration.
            The average distances to  the cluster center are  0.39 for   Cluster 3 – which includes Germany and Great Britain
            Poland, 0.10 for the Czech Republic, and 0.44 for Spain.   – can be characterized as providing “advanced integration
            Key characteristics include balanced access to social   support.” Both countries show an average distance of 0.51
            services and integration programs, moderate employment   from the cluster center. This cluster represents countries with
            rates, and participation in language testing. Poland and   advanced integration support. Key characteristics include
            the Czech Republic demonstrate similar approaches to   extensive social assistance, comprehensive integration
            refugee integration, supported by practical social policies.   programs, strong language proficiency among refugees,
            Spain shares several of these characteristics but shows   and active participation in community organizations.
            slightly lower performance in employment stability and   Integration policies in these countries prioritize long-term
            social participation.                              socioeconomic integration of refugees.
              Cluster 2 – which includes Bulgaria, Italy, Moldova,   Countries from Cluster 1 – such as Germany, Poland,
            and Romania – can be characterized as providing “limited   and the Czech Republic –  were  selected for  detailed


            Volume 11 Issue 6 (2025)                       137                        https://doi.org/10.36922/ijps.4502
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