Miriam Mutambudzi is with the Johns Hopkins Lupus Center, Johns Hopkins School of Medicine, Baltimore, MD. John D. Meyer is with the Department of Environmental and Occupational Health Sciences, SUNY-Downstate School of Public Health, Brooklyn, NY, and the Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
Am J Public Health. 2014 Feb;104 Suppl 1(Suppl 1):S58-64. doi: 10.2105/AJPH.2013.301401. Epub 2013 Dec 19.
We derived trajectories of the substantive complexity (SC) of work across mid-adult life in women and determined their association with term birth weight. SC is a concept that encompasses decision latitude, active learning, and ability to use and expand one's abilities at work.
Using occupational data from the National Longitudinal Survey of Youth 1979 and O*NET work variables, we used growth mixture modeling (GMM) to construct longitudinal trajectories of work SC from the ages of 18 to 34 years. The association between work trajectories and birth weight of infants born to study participants was modeled using generalized estimating equations, adjusting for education, income, and relevant covariates.
GMM yielded a 5-class solution for work trajectories in women. Higher work trajectories were associated with higher term birth weight and were robust to the inclusion of both education and income. A work trajectory that showed a sharp rise after age 24 years was associated with marked improvement in birth weight.
Longitudinal modeling of work characteristics might improve capacity to integrate occupation into a life-course model that examines antecedents and consequences for maternal and child health.
我们推导出了女性中年期工作实质性复杂性 (SC) 的轨迹,并确定了它们与足月出生体重的关系。SC 是一个概念,包含决策自由度、主动学习以及在工作中运用和扩展个人能力的能力。
使用来自国家青年纵向调查 1979 年和 O*NET 工作变量的职业数据,我们使用增长混合建模 (GMM) 从 18 岁到 34 岁构建了工作 SC 的纵向轨迹。使用广义估计方程对研究参与者所生婴儿的出生体重与工作轨迹之间的关系进行建模,调整了教育、收入和相关协变量。
GMM 为女性的工作轨迹生成了 5 类解决方案。较高的工作轨迹与较高的足月出生体重相关,并且在包含教育和收入的情况下仍然稳健。24 岁以后表现出急剧上升的工作轨迹与出生体重的显著改善相关。
对工作特征进行纵向建模可能会提高将职业纳入考察母婴健康的生命历程模型的能力。