J Pers Med. 2021 Dec 05;11(12). doi: 10.3390/jpm11121305.
Associations between Multimorbidity Patterns and Subsequent Labor Market Marginalization among Refugees and Swedish-Born Young Adults-A Nationwide Registered-Based Cohort Study.
Journal of personalized medicine
Jiaying Chen, Ellenor Mittendorfer-Rutz, Lisa Berg, Marie Norredam, Marit Sijbrandij, Peter Klimek
Affiliations
Affiliations
- Section for Science of Complex Systems, CeMSIIS Medical University of Vienna, 1090 Vienna, Austria.
- Complexity Science Hub Vienna, 1090 Vienna, Austria.
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 17177 Stockholm, Sweden.
- Department of Public Health Sciences, Stockholm University, 10691 Stockholm, Sweden.
- Centre for Health Equity Studies, Stockholm University/Karolinska Institutet, 10691 Stockholm, Sweden.
- Danish Research Centre for Migration, Ethnicity, and Health (MESU), Section for Health Services Research, Department of Public Health, University of Copenhagen, 1014 Copenhagen, Denmark.
- Section of Immigrant Medicine, Department of Infectious Diseases, University Hospital Hvidovre, 2650 Hvidovre, Denmark.
- Department of Clinical, Neuro- and Developmental Psychology and WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands.
PMID: 34945776
DOI: 10.3390/jpm11121305
Abstract
BACKGROUND: Young refugees are at increased risk of labor market marginalization (LMM). We sought to examine whether the association of multimorbidity patterns and LMM differs in refugee youth compared to Swedish-born youth and identify the diagnostic groups driving this association.
METHODOLOGY: We analyzed 249,245 individuals between 20-25 years, on 31 December 2011, from a combined Swedish registry. Refugees were matched 1:5 to Swedish-born youth. A multimorbidity score was computed from a network of disease co-occurrences in 2009-2011. LMM was defined as disability pension (DP) or >180 days of unemployment during 2012-2016. Relative risks (RR) of LMM were calculated for 114 diagnostic groups (2009-2011). The odds of LMM as a function of multimorbidity score were estimated using logistic regression.
RESULTS: 2841 (1.1%) individuals received DP and 16,323 (6.5%) experienced >180 annual days of unemployment during follow-up. Refugee youth had a marginally higher risk of DP (OR (95% CI): 1.59 (1.52, 1.67)) depending on their multimorbidity score compared to Swedish-born youth (OR (95% CI): 1.51 (1.48, 1.54)); no differences were found for unemployment (OR (95% CI): 1.15 (1.12, 1.17), 1.12 (1.10, 1.14), respectively). Diabetes mellitus and influenza/pneumonia elevated RR of DP in refugees (RRs (95% CI) 2.4 (1.02, 5.6) and 1.75 (0.88, 3.45), respectively); most diagnostic groups were associated with a higher risk for unemployment in refugees.
CONCLUSION: Multimorbidity related similarly to LMM in refugees and Swedish-born youth, but different diagnoses drove these associations. Targeted prevention, screening, and early intervention strategies towards specific diagnoses may effectively reduce LMM in young adult refugees.
Keywords: disability pensions; disease network; multimorbidity; refugees; unemployment; young adult
Publication Types
Grant support