Silver School of Social Work, New York University, New York, NY, USA.
Research Facilitation Laboratory, Army Analytics Group, Monterey, CA, USA.
Fam Process. 2021 Jun;60(2):507-522. doi: 10.1111/famp.12596. Epub 2020 Sep 27.
The present study aimed to describe patterns of risk and protective factors affecting U.S. Army families and their association with mental health diagnoses among military-connected children. Wartime military service is associated with increased adverse outcomes for military-connected youth, but few studies have explored the impact of concurrent risk and access to protective factors. Using big data methods to link existing datasets, protective factors (e.g., marital and family functioning) were drawn from a voluntary survey completed by 1,630 US Army spouses. Risk factors (e.g., parent mental health, family moves, deployment) were drawn from Department of Defense (DoD) archival data. Rates of mental health diagnoses among youth were derived from DoD healthcare records. Using the three-step method of latent profile analysis, five profiles emerged with variability across risk and protective factors. The largest group (40% of the sample) had considerable protective factors and limited risk exposure. Statistically significant differences in the prevalence of mental health diagnoses among military-connected youth were observed across profiles (χ = 30.067, df = 4, p < .001), with the highest rates (31.1% and 30.5%) observed in the two profiles with the lowest protective factors. Findings suggest most military families are faring well and highlight the importance of a thorough assessment that evaluates both the stressors military families face and the strengths they possess.
本研究旨在描述影响美陆军家庭的风险和保护因素模式及其与军人子女心理健康诊断的关联。战时军事服务与军人子女的不良后果增加有关,但很少有研究探讨同时存在的风险和获得保护因素的影响。本研究使用大数据方法将现有数据集进行链接,保护因素(例如,婚姻和家庭功能)来自 1630 名美国陆军配偶自愿完成的调查。风险因素(例如,父母的心理健康、家庭搬迁、部署)来自国防部(DoD)档案数据。青年心理健康诊断的发生率来自国防部医疗记录。使用潜在剖面分析的三步法,出现了五个具有风险和保护因素差异的剖面。最大的群体(样本的 40%)有相当多的保护因素和有限的风险暴露。在军人子女中,心理健康诊断的患病率在各剖面之间存在显著差异(χ²=30.067,df=4,p<.001),在保护因素最低的两个剖面中观察到的比率最高(31.1%和 30.5%)。研究结果表明,大多数军人家庭表现良好,并强调了全面评估的重要性,既要评估军人家庭面临的压力源,也要评估他们所拥有的优势。