Menzies Research Institute Tasmania, University of Tasmania, Australia.
J Affect Disord. 2011 Dec;135(1-3):231-40. doi: 10.1016/j.jad.2011.07.028. Epub 2011 Aug 30.
Employees experiencing depression can take a sickness absence or continue working ('presenteeism'). However, little is known about the factors associated with these behaviors within this population. This study aimed to determine the relative importance of socio-demographic, financial, work and health-related factors associated with presenteeism.
The 2007 Australian National Survey of Mental Health and Wellbeing provided data from employed individuals reporting lifetime major depression with 12-month symptoms (N=320). Survey adjusted multivariable logistic regression assessed classification of 12-month, depression-related presenteeism on the basis of socio-demographic, financial, work and health factors.
Acceptable classification of cases was 70% or greater. Classification of cases based on socio-demographic factors, age, sex and marital status, was reasonable (62%). Adding work factors (work hours and occupation type) produced a 1% increase in successfully classified cases (63%). Health factors further increased correctly classified cases (67%). Marital status, housing tenure and co-morbid mental disorders were important indicators of presenteeism behavior.
Work-related variables were restricted to available measures. Potentially important psychosocial work environment factors were unavailable. Cross-sectional data precluded causal inference.
Using available factors, model discrimination did not reach an acceptable level i.e. 70% of presenteeism cases successfully classified. This highlighted the contribution of unmeasured factors to presenteeism behavior. Future research should explore the relative importance of psychosocial work environment and personality factors such as work demands, effort/reward imbalance and conscientiousness. The identified associations between socio-demographic, financial and health factors on work attendance behaviors could inform disease management guidelines for employers via recognition of employees at risk of presenteeism.
患有抑郁症的员工可以请病假或继续工作(“出勤主义”)。然而,对于该人群中与这些行为相关的因素知之甚少。本研究旨在确定与在职抑郁症患者出勤主义相关的社会人口学、财务、工作和健康相关因素的相对重要性。
2007 年澳大利亚国家心理健康和幸福感调查提供了有 12 个月症状的终身重度抑郁症患者的就业数据(N=320)。使用调查调整的多变量逻辑回归,根据社会人口学、财务、工作和健康因素,评估 12 个月抑郁相关出勤主义的病例分类。
可接受的病例分类为 70%或更高。基于社会人口学因素、年龄、性别和婚姻状况的病例分类是合理的(62%)。添加工作因素(工作时间和职业类型)可使病例分类提高 1%(63%)。健康因素进一步增加了正确分类的病例(67%)。婚姻状况、住房状况和合并精神障碍是出勤主义行为的重要指标。
工作相关变量仅限于可用的测量指标。潜在重要的心理社会工作环境因素不可用。横断面数据排除了因果关系推断。
使用现有因素,模型区分度未达到可接受水平,即 70%的出勤主义病例得到成功分类。这突显了未测量因素对出勤主义行为的贡献。未来的研究应探索心理社会工作环境和人格因素(如工作需求、努力/回报失衡和尽责性)的相对重要性。社会人口学、财务和健康因素与工作出勤行为之间的关联可以通过识别有出勤主义风险的员工,为雇主提供疾病管理指南。