Balogh Rebeka, Gadeyne Sylvie, Jonsson Johanna, Sarkar Sudipa, Van Aerden Karen, Warhurst Chris, Vanroelen Christophe
Interface Demography, Department of Sociology, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium.
Institute for Employment Research, University of Warwick, Coventry, UK.
Int Arch Occup Environ Health. 2023 Mar;96(2):285-302. doi: 10.1007/s00420-022-01923-y. Epub 2022 Oct 10.
An individual's quality of employment over time has been highlighted as a potential determinant of mental health. With mental ill-health greatly contributing to work incapacities and disabilities in Belgium, the present study aims to explore whether mental health, as indicated by registered mental health-related disability, is structured along the lines of employment quality, whereby employment quality is assessed over time as part of individuals' labour market trajectories.
Using administrative data from the Belgian Crossroads Bank for Social Security over 16 quarters between 2006 and 2009, transitions between waged jobs of varying quality (based on dimensions of income, working time, employment stability and multiple jobholding), self-employment, and unemployment are considered among individuals in the labour force aged 30-40 at baseline (n = 41,065 women and 45,667 men). With Multichannel Sequence Analysis and clustering, we constructed ideal types of employment trajectories. Fitting Cox regressions, we then evaluated individuals' hazard of experiencing a disability from a mental disorder between 2010 and 2016.
Our analysis highlights various gender-specific trajectories. Among both genders, individuals exposed to near-constant unemployment over the initial 4 years showed the highest hazard of subsequent mental health-related disability compared to a group characterised by stable full-time employment, single jobholding, and above-median income. Trajectories involving a higher probability of subsidised and non-standard employment and (potential) spells of unemployment and lower relative income were also strong predictors of cause-specific disabilities. Health selection and confounding might, however, be contributing factors.
Our study shows a gradient of mental disorders resulting in a disability along trajectory types. Our findings highlight the predictive power of labour market trajectories and their employment quality for subsequent mental disorder-related disability. Future research should examine the mechanisms, including selection effects in this association.
个人就业质量随时间的变化已被视为心理健康的一个潜在决定因素。鉴于心理健康状况不佳在很大程度上导致了比利时的工作能力丧失和残疾,本研究旨在探讨以登记的与心理健康相关的残疾为指标的心理健康状况是否按照就业质量的维度构建,其中就业质量是作为个人劳动力市场轨迹的一部分随时间进行评估的。
利用比利时社会保障十字路口银行2006年至2009年期间16个季度的行政数据,研究对象为基线时年龄在30至40岁之间的劳动力个体(n = 41,065名女性和45,667名男性),考虑不同质量的有薪工作(基于收入、工作时间、就业稳定性和多重就业维度)、自营职业和失业之间的转换。通过多通道序列分析和聚类,我们构建了理想的就业轨迹类型。然后,通过拟合Cox回归,我们评估了个体在2010年至2016年期间患精神障碍残疾的风险。
我们的分析突出了各种特定性别的轨迹。在两性中,与以稳定的全职工作、单一就业和高于中位数收入为特征的群体相比,在最初4年中几乎持续失业的个体随后患与心理健康相关残疾的风险最高。涉及补贴和非标准就业的较高概率以及(潜在的)失业期和相对较低收入的轨迹也是特定病因残疾的有力预测因素。然而,健康选择和混杂因素可能是促成因素。
我们的研究显示了沿着轨迹类型导致残疾的精神障碍梯度。我们的研究结果突出了劳动力市场轨迹及其就业质量对随后与精神障碍相关残疾的预测能力。未来的研究应探讨其中的机制,包括这种关联中的选择效应。