Department of Rehabilitation Medicine, University Medical Center Groningen, Groningen, The Netherlands.
PLoS One. 2012;7(8):e43629. doi: 10.1371/journal.pone.0043629. Epub 2012 Aug 20.
For research findings to be generalized, a sample must be representative of the actual population of interest. Lower limb amputation is most frequently performed in older patients with vascular disease, a population that is often under-represented in research. The aim of this study was to explore the impact of selection bias by comparing characteristics from a sample included in a prospective study of phantom pain with the actual population who underwent amputation. Only 27% of all potential patients were referred during the first year of the prospective study. The referred patients were 8 years younger (p<0.001) and less likely to have had amputation because of a vascular condition, diabetes or infection (p=0.003) than those not referred. There was also a significant difference in one year survival between the groups; 67% of referred patients survived compared with just 40% of non-referred patients (p=0.004). The biased population in the phantom pain study may have resulted in an underestimation of phantom pain in the original study and subsequent protective factors should be considered within the context of the younger population reported. Selection bias is common in amputation research, and research methods to minimize its impact must be given greater attention.
为了使研究结果能够推广,样本必须具有代表性,能够代表实际的研究对象人群。下肢截肢手术最常应用于患有血管疾病的老年患者,而这一人群在研究中常常代表性不足。本研究的目的是通过比较前瞻性研究中幻肢痛患者样本的特征与实际接受截肢手术的人群的特征,探讨选择偏倚的影响。在前瞻性研究的第一年,仅有 27%的所有潜在患者被转诊。与未被转诊的患者相比,被转诊的患者年龄小 8 岁(p<0.001),且由于血管疾病、糖尿病或感染而接受截肢手术的可能性较低(p=0.003)。两组患者的一年生存率也存在显著差异;被转诊的患者中 67%存活,而非被转诊的患者中只有 40%存活(p=0.004)。幻肢痛研究中的偏倚人群可能导致原始研究中对幻肢痛的低估,并且应在报告的年轻人群背景下考虑后续的保护因素。选择偏倚在截肢研究中很常见,必须更加重视研究方法以最大程度地减少其影响。