Toronto General Research Institute, University Health Network, Room 13EN226, 200 Elizabeth St., Toronto, Ontario M5G 2C4, Canada.
BMC Med Res Methodol. 2013 Mar 5;13:31. doi: 10.1186/1471-2288-13-31.
Participation bias is a well-known phenomenon in epidemiologic research, where individuals consenting to research studies differ from individuals who are not able or willing to participate. These dissimilarities may limit the generalizability of results of research studies. Quantification of the participation bias is essential for the interpretation of research findings.
The Ontario HIV Treatment Network Cohort Study (OCS) is an ongoing open cohort study of HIV positive individuals receiving care at one of 11 sites in Ontario. OCS participants from 4 sites were compared to non-participants (those who declined or were not approached) at those sites with regard to gender, age, HIV risk factor, CD4 count and viral load (VL). Generalized logit regression models were used to identify predictors of declining to participate or not being approached to participate.
Compared to participants (P) in the OCS, individuals who declined to participate (D) and those who were not approached (NA) were slightly younger (D:45, NA:44 vs P:46), less likely to be male (D: 71%, NA:75% vs P:88%), less likely to be Caucasian (D:41%, NA:57% vs P:72%) and less likely to be Canadian-born (D: 39%, NA: 52% vs P: 69%). Patients who were not approached to participate were less likely to have VL < 50 copies/mL than other patients (D: 75%, NA: 62%, P: 74%) and had lower CD4 counts than OCS participants (D: 450 cells/mm3, NA: 420 cells/mm3, P: 480 cells/mm3).
Significant demographic and clinical differences were found between OCS participants and non-participants. Extrapolation of research findings to other populations should be undertaken cautiously.
参与偏倚是流行病学研究中一个众所周知的现象,即同意参与研究的个体与无法或不愿参与的个体存在差异。这些差异可能会限制研究结果的普遍性。量化参与偏倚对于研究结果的解释至关重要。
安大略省艾滋病毒治疗网络队列研究(OCS)是一项正在进行的针对在安大略省 11 个地点之一接受护理的艾滋病毒阳性个体的开放队列研究。OCS 的 4 个地点的参与者与该地点的非参与者(拒绝或未被邀请的参与者)进行了比较,比较指标包括性别、年龄、艾滋病毒风险因素、CD4 计数和病毒载量(VL)。使用广义逻辑回归模型确定了拒绝参与或未被邀请参与的预测因素。
与 OCS 参与者(P)相比,拒绝参与的个体(D)和未被邀请参与的个体(NA)年龄略小(D:45,NA:44 与 P:46),男性比例较低(D:71%,NA:75%与 P:88%),白种人比例较低(D:41%,NA:57%与 P:72%),加拿大出生比例较低(D:39%,NA:52%与 P:69%)。未被邀请参与的患者的 VL<50 拷贝/ml 的比例低于其他患者(D:75%,NA:62%,P:74%),且 CD4 计数低于 OCS 参与者(D:450 个细胞/mm3,NA:420 个细胞/mm3,P:480 个细胞/mm3)。
OCS 参与者和非参与者之间存在显著的人口统计学和临床差异。将研究结果推断到其他人群时应谨慎行事。