Chen Jiaying, Mittendorfer-Rutz Ellenor, Berg Lisa, Norredam Marie, Sijbrandij Marit, Klimek Peter
Section for Science of Complex Systems, CeMSIIS Medical University of Vienna, 1090 Vienna, Austria.
Complexity Science Hub Vienna, 1090 Vienna, Austria.
J Pers Med. 2021 Dec 5;11(12):1305. doi: 10.3390/jpm11121305.
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.
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.
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.
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.
年轻难民面临劳动力市场边缘化(LMM)的风险增加。我们试图研究与瑞典出生的年轻人相比,难民青年中多种疾病模式与LMM之间的关联是否存在差异,并确定导致这种关联的诊断组。
我们分析了2011年12月31日来自瑞典综合登记处的249,245名20至25岁的个体。难民与瑞典出生的年轻人按1:5进行匹配。根据2009 - 2011年疾病共现网络计算出多种疾病评分。LMM被定义为2012 - 2016年期间的残疾抚恤金(DP)或失业超过180天。计算了114个诊断组(2009 - 2011年)LMM的相对风险(RR)。使用逻辑回归估计LMM作为多种疾病评分函数的比值比。
在随访期间,2841名(1.1%)个体领取了DP,16,323名(6.5%)个体每年失业超过180天。与瑞典出生的年轻人相比,难民青年根据其多种疾病评分领取DP的风险略高(比值比(95%置信区间):1.59(1.52,1.67)),而瑞典出生的年轻人为1.51(1.48,1.54);在失业方面未发现差异(比值比(95%置信区间)分别为1.15(1.12,1.17)和1.12(1.10,1.14))。糖尿病和流感/肺炎提高了难民领取DP的RR(RRs(95%置信区间)分别为2.4(1.02,5.6)和1.75(0.88,3.45));大多数诊断组与难民较高的失业风险相关。
难民和瑞典出生的年轻人中,多种疾病与LMM的关联相似,但不同的诊断导致了这些关联。针对特定诊断的有针对性的预防、筛查和早期干预策略可能有效降低年轻成年难民的LMM。