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运用多维分析方法量化功能性消化不良肝胃不和证型

Quantifying Liver-Stomach Disharmony Pattern of Functional Dyspepsia Using Multidimensional Analysis Methods.

作者信息

Huang Zhongyu, Lyu Zipan, Hou Zhengkun, Wu Yuefeng, Huang Junqing, Liu Fengbin, Chen Jiaxu

机构信息

Integrated Chinese and Western Medicine Postdoctoral Research Station, Jinan University, Guangzhou 510632, China.

The First Affiliated Hospital of Guangzhou Medical University, University of Chinese Medicine, Guangzhou 510632, China.

出版信息

Evid Based Complement Alternat Med. 2020 Oct 10;2020:2562080. doi: 10.1155/2020/2562080. eCollection 2020.

Abstract

PURPOSE

This study aims to develop and validate a quantitative model for measuring severity of a typical traditional Chinese medicine (TCM) pattern for functional dyspepsia (FD) using multidimensional analysis methods including confirmatory factor analysis (CFA) and multidimensional item response theory (MIRT).

METHODS

A scale and theoretical models were constructed according to the definition of pathogenesis about "liver-stomach disharmony" patterns of FD. With data collected from 502 patients in a cross-section study, the theoretical model was validated with CFA, and the related validity and reliability were evaluated in Amos 21.0. By the use of the MIRT paradigm, psychometric properties of the scale were estimated and evaluated for pattern quantification.

RESULTS

A scale consisting of 12 items was constructed detecting three latent traits of the pattern. The theoretical model was evaluated to be with adequate consistency with clinical data as RMSEA < 0.05, CFI = 0.94, and /D = 2.29. As the correlation between symptoms and related pattern factors evaluated to be with adequate factor loading, the instrument is of preliminary interpretation. Most precision of assessment could be achieved for patients with moderate severity of the pattern as shown in test information and standard error functions.

CONCLUSIONS

An instrument with an interpretable conceptual framework was developed for pattern quantification in TCM clinical practice. By constructing and evaluating both psychological and physical effects in a multidimensional model of the TCM pattern of FD, the paradigm raised in this article provided a valuable reference for interpreting complex diseases and theories such as FD and TCM patterns.

摘要

目的

本研究旨在运用验证性因素分析(CFA)和多维项目反应理论(MIRT)等多维分析方法,开发并验证一种用于测量功能性消化不良(FD)典型中医证型严重程度的定量模型。

方法

根据FD“肝胃不和”证型的病机定义构建量表及理论模型。在一项横断面研究中收集了502例患者的数据,用CFA对理论模型进行验证,并在Amos 21.0中评估相关的效度和信度。通过使用MIRT范式,估计并评估量表的心理测量特性以进行证型量化。

结果

构建了一个由12个项目组成的量表,用于检测该证型的三个潜在特质。理论模型经评估与临床数据具有足够的一致性,RMSEA < 0.05,CFI = 0.94,χ²/df = 2.29。由于症状与相关证型因素之间的相关性评估具有足够的因素负荷,该工具具有初步的解释性。如测试信息和标准误差函数所示,对于证型严重程度为中度的患者,评估的精度最高。

结论

开发了一种在中医临床实践中用于证型量化的具有可解释概念框架的工具。通过在FD中医证型的多维模型中构建和评估心理及生理效应,本文提出的范式为解释诸如FD和中医证型等复杂疾病和理论提供了有价值的参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64a9/7569453/b35876feef67/ECAM2020-2562080.001.jpg

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