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奥尔特结构方程建模方法在 COPD 自我管理计划后检测到了施密特技术未检测到的反应转移。

The Oort structural equation modeling approach detected a response shift after a COPD self-management program not detected by the Schmitt technique.

机构信息

Faculty of Medicine, McGill University, School of Physical and Occupational Therapy, 3654 Prom. Sir-William-Osler, Montréal, Québec, Canada.

出版信息

J Clin Epidemiol. 2009 Nov;62(11):1165-72. doi: 10.1016/j.jclinepi.2009.03.015. Epub 2009 Aug 6.

Abstract

OBJECTIVE

If individuals experience a response shift, scores on measures before and after a self-management intervention may not be comparable. This study evaluated whether persons with chronic obstructive pulmonary disease (COPD) experience a response shift after participating in a self-management program. The second objective was to compare the Oort and Schmitt structural equation modeling (SEM) approaches.

METHODS

Secondary analyses from a randomized controlled trial comparing a home- and hospital-based pulmonary rehabilitation program were used to assess response shift on a physical and mental health-measurement model measured using the Chronic Respiratory Questionnaire (CRQ) and the St. George's Respiratory Questionnaire (SGRQ) over a 1-year period.

RESULTS

The Oort approach showed significant changes between the no response shift model and models removing invariance constraints for the residual of the CRQ dyspnea (chi(2)(SBdiff)=7, df=1) (uniform recalibration) and intercepts of the SGRQ activity (chi(2)(SBdiff)=14, df=1) and impact (chi(2)(SBdiff)=10, df=1) subscales (nonuniform recalibration). Change in factor means showed changes in the physical health factor, which was slightly lower in unadjusted (0.32) as compared with the response shift-adjusted model (0.40). The Schmitt procedure was not supportive of any response shift effect and showed a marginal change in random error over time.

CONCLUSIONS

This study showed that COPD patients experienced a response shift after participating in a self-management program, which resulted in an underestimation of change in physical health. These results suggest that the Oort procedure is more sensitive in detecting a response shift, and that a measurement of response shift is needed before results can be interpreted. Future comparisons with other methods and a control group are needed.

摘要

目的

如果个体经历了反应转移,那么在自我管理干预前后测量的分数可能无法进行比较。本研究评估了慢性阻塞性肺疾病(COPD)患者在参与自我管理计划后是否经历了反应转移。第二个目标是比较奥尔特和施密特结构方程模型(SEM)方法。

方法

使用一项比较家庭和医院为基础的肺康复计划的随机对照试验的二次分析,在 1 年内使用慢性呼吸系统问卷(CRQ)和圣乔治呼吸问卷(SGRQ)评估身体和心理健康测量模型的反应转移。

结果

奥尔特方法显示,在无反应转移模型和消除 CRQ 呼吸困难(chi(2)(SBdiff)=7,df=1)(均匀重新校准)和 SGRQ 活动(chi(2)(SBdiff)=14,df=1)和影响(chi(2)(SBdiff)=10,df=1)分量表截距不变性约束的模型之间,残差有显著变化(非均匀重新校准)。因子均值的变化显示出身体健康因子的变化,与未调整模型(0.32)相比,调整反应转移的模型(0.40)稍低。施密特程序不支持任何反应转移效应,并且随着时间的推移随机误差略有变化。

结论

本研究表明,COPD 患者在参与自我管理计划后经历了反应转移,这导致了对身体健康变化的低估。这些结果表明,奥尔特程序在检测反应转移方面更敏感,并且在解释结果之前需要测量反应转移。未来需要与其他方法和对照组进行比较。

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