Abstract
Abstract
Background
Many high-income countries are grappling with severe labour shortages in the healthcare sector. Refugees and recent migrants present a potential pool for staff recruitment due to their higher unemployment rates, younger age, and lower average educational attainment compared to the host society's labour force. Despite this, refugees and recent migrants, often possessing limited language skills in the destination country, are frequently excluded from traditional recruitment campaigns conducted solely in the host country’s language. Even those with intermediate language skills may feel excluded, as destination-country language advertisements are perceived as targeting only native speakers. This study experimentally assesses the effectiveness of a recruitment campaign for nursing positions in a German care facility, specifically targeting Arabic and Ukrainian speakers through Facebook advertisements.
Methods
We employ an experimental design (AB test) approximating a randomized controlled trial, utilizing Facebook as the delivery platform. We compare job advertisements for nursing positions in the native languages of Arabic and Ukrainian speakers (treatment) with the same advertisements displayed in German (control) for the same target group in the context of a real recruitment campaign for nursing jobs in Berlin, Germany. Our evaluation includes comparing link click rates, visits to the recruitment website, initiated applications, and completed applications, along with the unit cost of these indicators. We assess statistical significance in group differences using the Chi-squared test.
Results
We find that recruitment efforts in the origin language were 5.6 times (Arabic speakers) and 1.9 times (Ukrainian speakers) more effective in initiating nursing job applications compared to the standard model of German-only advertisements among recent migrants and refugees. Overall, targeting refugees and recent migrants was 2.4 (Ukrainians) and 10.8 (Arabic) times cheaper than targeting the reference group of German speakers indicating higher interest among these groups.
Conclusions
The results underscore the substantial benefits for employers in utilizing targeted recruitment via social media aimed at foreign-language communities within the country. This strategy, which is low-cost and low effort compared to recruiting abroad or investing in digitalization, has the potential for broad applicability in numerous high-income countries with sizable migrant communities. Increased employment rates among underemployed refugee and migrant communities, in turn, contribute to reducing poverty, social exclusion, public expenditure, and foster greater acceptance of newcomers within the receiving society.
Funder
Fuerst Donnersmark Foundation
Universität Potsdam
Publisher
Springer Science and Business Media LLC
Reference30 articles.
1. Baert S. Facebook profile picture appearance affects recruiters’ first hiring decisions. New Media Soc. 2018;20(3):1220–39.
2. BBSR – Bundesinstitut für Bau-, Stadt- und Raumforschung im Bundesamt für Bauwesen und Raumordnung. Raumordnungsprognose 2040. BBSR-Analysen Kompakt. 4; 2021.
3. Bossler M, Popp M. Arbeitsmarktanspannung aus beruflicher und regionaler Sicht. IAB-Kurzbericht. 2023. https://doku.iab.de/kurzber/2023/kb2023-12.pdf. Accessed 27 June 2024.
4. Federal Ministry of Health (2022). "The care emergency has to be addressed". Speech in Parliament by Health Minister Lauterbach on 2 June 2022. Available from https://www.bundesgesundheitsministerium.de/presse/reden/lauterbach-pflegenotstand-muss-beseitigtwerden.html. Accessed 27 June 2024.
5. Brell C, Dustmann C, Preston I. The labor market integration of refugee migrants in high-income countries. J Econ Perspect. 2020;34(1):94–121.