School of Medicine, University of Adelaide, Adelaide, SA, Australia,
Qual Life Res. 2014 Oct;23(8):2195-203. doi: 10.1007/s11136-014-0669-9. Epub 2014 Mar 20.
To compare the measurement properties of the physical component summary (PCS) and mental component summary (MCS) scores of the SF-36 and SF-12 based on the traditional orthogonal scoring algorithms with the performance of the PCS and MCS scored based on structural equation model coefficients from a correlated model.
This study used three large-scale representative population studies to compare the measurement properties of the PCS and MCS scores of the SF-36 and SF-12 with the performance of the PCS and MCS scores based on structural equation models producing coefficients from a correlated model. We assessed the relationships of these scores with selected important mental health measures and chronic conditions from three representative Australian population studies that address clinical conditions of high prevalence and health service importance.
Structural equation model scoring methods produced summary scores with higher correlations than the recommended orthogonal methods across a range of disease and health conditions. The problem experienced in using the orthogonal methods is that negative scoring coefficients are applied to negative z-scores for sub-scales, inflating the resulting summary scores. Effect sizes over a half of a standard deviation were common.
If health policy or investment decisions are made based on the results of studies employing the recommended orthogonal scoring methods then the expected outcome of such decisions or investments may not be achieved.
比较 SF-36 和 SF-12 的物理成分综合评分(PCS)和心理成分综合评分(MCS)基于传统正交评分算法的测量性能与基于相关模型结构方程模型系数评分的 PCS 和 MCS 的性能。
本研究使用三项大型代表性人群研究,比较 SF-36 和 SF-12 的 PCS 和 MCS 评分的测量性能与基于结构方程模型产生相关模型系数的 PCS 和 MCS 评分的性能。我们评估了这些评分与三个具有代表性的澳大利亚人群研究中选择的重要心理健康措施和慢性疾病的关系,这些研究涉及高患病率和卫生服务重要性的临床状况。
在一系列疾病和健康状况下,结构方程模型评分方法产生的综合评分比推荐的正交方法具有更高的相关性。使用正交方法存在的问题是,对于子量表的负 z 分数应用负评分系数,从而夸大了最终的综合评分。超过一半标准差的效应大小很常见。
如果基于采用推荐的正交评分方法的研究结果制定卫生政策或投资决策,那么这些决策或投资的预期结果可能无法实现。