Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden.
Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
BMC Med. 2023 Jan 4;21(1):1. doi: 10.1186/s12916-022-02715-4.
The coronavirus disease 2019 (COVID-19) disproportionately affects minority populations in the USA. Sweden - like other Nordic countries - have less income and wealth inequality but lacks data on the socioeconomic impact on the risk of adverse outcomes due to COVID-19.
This population-wide study from March 2020 to March 2022 included all adults in Stockholm, except those in nursing homes or receiving in-home care. Data sources include hospitals, primary care (individual diagnoses), the Swedish National Tax Agency (death dates), the Total Population Register "RTB" (sex, age, birth country), the Household Register (size of household), the Integrated Database For Labor Market Research "LISA" (educational level, income, and occupation), and SmiNet (COVID data). Individual exposures include education, income, type of work and ability to work from home, living area and living conditions as well as the individual country of origin and co-morbidities. Additionally, we have data on the risks associated with living areas. We used a Cox proportional hazards model and logistic regression to estimate associations. Area-level covariates were used in a principal component analysis to generate a measurement of neighborhood deprivation. As outcomes, we used hospitalization and death due to COVID-19.
Among the 1,782,125 persons, male sex, comorbidities, higher age, and not being born in Sweden increase the risk of hospitalization and death. So does lower education and lower income, the lowest incomes doubled the risk of death from COVID-19. Area estimates, where the model includes individual risks, show that high population density and a high percentage of foreign-born inhabitants increased the risk of hospitalization.
Segregation and deprivation are public health issues elucidated by COVID-19. Neighborhood deprivation, prevalent in Stockholm, adds to individual risks and is associated with hospitalization and death. This finding is paramount for governments, agencies, and healthcare institutions interested in targeted interventions.
2019 年冠状病毒病(COVID-19)在美国不成比例地影响少数族裔群体。瑞典与其他北欧国家一样,收入和财富不平等程度较低,但缺乏有关 COVID-19 不良结果风险的社会经济影响的数据。
本研究为 2020 年 3 月至 2022 年 3 月期间对斯德哥尔摩所有成年人进行的一项全人群研究,除了居住在养老院或接受家庭护理的成年人外。数据来源包括医院、初级保健(个人诊断)、瑞典国家税务局(死亡日期)、总人口登记处(性别、年龄、出生国)、家庭登记处(家庭规模)、综合劳动力市场研究数据库(教育程度、收入和职业)和 SmiNet(COVID 数据)。个体暴露因素包括教育程度、收入、工作类型和在家工作能力、居住区域和居住条件以及个人原籍国和合并症。此外,我们还有与居住区域相关风险的数据。我们使用 Cox 比例风险模型和逻辑回归来估计关联。在主成分分析中使用区域水平协变量来生成邻里剥夺程度的衡量标准。住院和 COVID-19 死亡是我们的研究结果。
在 1782125 人中,男性、合并症、较高年龄和非瑞典出生会增加住院和死亡的风险。受教育程度较低和收入较低也是如此,最低收入使 COVID-19 死亡的风险增加一倍。模型中包含个体风险的区域估计显示,人口密度高和外国出生居民比例高会增加住院的风险。
隔离和贫困是 COVID-19 凸显的公共卫生问题。斯德哥尔摩普遍存在的邻里贫困增加了个体风险,并与住院和死亡有关。对于关注有针对性干预的政府、机构和医疗机构来说,这一发现至关重要。