Yang Frances M, Jones Richard N
Institute for Aging Research, Hebrew SeniorLife, Boston, MA 02131, USA.
J Clin Epidemiol. 2007 Nov;60(11):1195-200. doi: 10.1016/j.jclinepi.2007.02.008. Epub 2007 Jun 14.
This study reexamines findings reported by Cole et al. of item response bias in the Center for Epidemiologic Studies-Depression (CES-D) scale by age, gender, and race. We use an item response theory-based latent variable conditioning approach.
We used the multiple indicators, multiple causes (MIMIC) model framework to estimate measurement bias in the CES-D responses of participants in the New Haven Established Populations for the Epidemiologic Studies of the Elderly study (N=2,340).
Measurement bias attributable to race was significant for the following two CES-D items: people "are unfriendly" and "dislike me". The proportional odds of a higher-category response by blacks relative to whites on these items were 2.35 (95% confidence interval [CI]: 1.65, 3.36) and 3.11 (95% CI: 2.04, 4.76), respectively. The proportional odds were higher among women (2.03 [95% CI: 1.35, 3.06]) relative to men for the CES-D item "crying."
Our findings confirm that three items on the CES-D show strong evidence of item response bias. The MIMIC model is preferable to the Mantel-Haenszel approach because it conditions on a latent variable, although the effect estimates can also be interpreted using a proportional odds framework.
本研究重新审视了科尔等人报告的关于按年龄、性别和种族划分的流行病学研究中心抑郁量表(CES-D)项目反应偏差的研究结果。我们使用基于项目反应理论的潜在变量条件设定方法。
我们使用多指标多原因(MIMIC)模型框架来估计纽黑文老年流行病学研究既定人群参与者(N = 2340)的CES-D反应中的测量偏差。
种族导致的测量偏差在CES-D的以下两个项目中显著:人们“不友好”和“不喜欢我”。在这些项目上,黑人相对于白人给出更高类别反应的比例优势分别为2.35(95%置信区间[CI]:1.65,3.36)和3.11(95%CI:2.04,4.76)。对于CES-D项目“哭泣”,女性相对于男性的比例优势更高(2.03[95%CI:1.35,3.06])。
我们的研究结果证实,CES-D上的三个项目显示出项目反应偏差的有力证据。MIMIC模型比Mantel-Haenszel方法更可取,因为它基于一个潜在变量进行条件设定,尽管效应估计也可以使用比例优势框架来解释。