Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA.
BMC Med Res Methodol. 2010 Oct 21;10:99. doi: 10.1186/1471-2288-10-99.
Nonresponse bias in a longitudinal study could affect the magnitude and direction of measures of association. We identified sociodemographic, behavioral, military, and health-related predictors of response to the first follow-up questionnaire in a large military cohort and assessed the extent to which nonresponse biased measures of association.
Data are from the baseline and first follow-up survey of the Millennium Cohort Study. Seventy-six thousand, seven hundred and seventy-five eligible individuals completed the baseline survey and were presumed alive at the time of follow-up; of these, 54,960 (71.6%) completed the first follow-up survey. Logistic regression models were used to calculate inverse probability weights using propensity scores.
Characteristics associated with a greater probability of response included female gender, older age, higher education level, officer rank, active-duty status, and a self-reported history of military exposures. Ever smokers, those with a history of chronic alcohol consumption or a major depressive disorder, and those separated from the military at follow-up had a lower probability of response. Nonresponse to the follow-up questionnaire did not result in appreciable bias; bias was greatest in subgroups with small numbers.
These findings suggest that prospective analyses from this cohort are not substantially biased by non-response at the first follow-up assessment.
纵向研究中的无应答偏倚可能会影响关联测量的大小和方向。我们确定了社会人口统计学、行为、军事和与健康相关的因素,这些因素可以预测对大型军事队列的第一次随访问卷的反应,并评估了无应答偏倚关联测量的程度。
数据来自千禧年队列研究的基线和第一次随访调查。77575 名符合条件的个人完成了基线调查,并在随访时被假定还活着;其中,54960 人(71.6%)完成了第一次随访调查。使用倾向评分计算逆概率权重的逻辑回归模型。
与更高应答概率相关的特征包括女性、年龄较大、教育程度较高、军官级别、现役状态以及报告的军事暴露史。曾经吸烟、有慢性酒精消费或重度抑郁症病史以及在随访时被军队开除的人应答的可能性较低。对随访问卷的无应答并未导致明显的偏差;在人数较少的亚组中,偏差最大。
这些发现表明,该队列的前瞻性分析不会因第一次随访评估中的无应答而受到实质性的偏差影响。