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Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods

OBJECTIVE: This study aims to offer a new approach for quantifying severity of traditional Chinese medicine pattern with multidimensional analysis methods. METHODS: A scale and theoretical models were constructed based on the definition of liver stagnation spleen deficiency pattern. Clinical data of...

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Autores principales: Huang, Zhongyu, Hou, Zhengkun, Liu, Xianhua, Liu, Fengbin, Wu, Yuefeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5830283/
https://www.ncbi.nlm.nih.gov/pubmed/29619071
http://dx.doi.org/10.1155/2018/6467135
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author Huang, Zhongyu
Hou, Zhengkun
Liu, Xianhua
Liu, Fengbin
Wu, Yuefeng
author_facet Huang, Zhongyu
Hou, Zhengkun
Liu, Xianhua
Liu, Fengbin
Wu, Yuefeng
author_sort Huang, Zhongyu
collection PubMed
description OBJECTIVE: This study aims to offer a new approach for quantifying severity of traditional Chinese medicine pattern with multidimensional analysis methods. METHODS: A scale and theoretical models were constructed based on the definition of liver stagnation spleen deficiency pattern. Clinical data of 344 IBS-D patients from a cross-sectional study was used for feature validation of the model. Confirmatory factor analysis was used for evaluating the models. Also, multidimensional item response model was used for assessing multidimensional psychometric properties of the scale. RESULTS: Detecting two latent traits, the Cronbach's alpha of the 9-item scale was 0.745. Multidimensional model was evaluated with significant goodness of fit indices while the unidimensional model was rejected. The multidimensional item response model showed all the items had adequate discrimination. Parameters presented adequate explanation regarding mental syndromes having high factor loading on the liver stagnation factor and abdominal discomfort syndromes highly related to the spleen deficiency factor. Test information function showed that scale demonstrated the highest discrimination power among patients with moderate to high level of severity. CONCLUSIONS: The application of the multidimensional analysis methods on the basis of theoretical model construction provides a useful and rational approach for quantifying the severity of traditional Chinese medicine patterns.
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spelling pubmed-58302832018-04-04 Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods Huang, Zhongyu Hou, Zhengkun Liu, Xianhua Liu, Fengbin Wu, Yuefeng Evid Based Complement Alternat Med Research Article OBJECTIVE: This study aims to offer a new approach for quantifying severity of traditional Chinese medicine pattern with multidimensional analysis methods. METHODS: A scale and theoretical models were constructed based on the definition of liver stagnation spleen deficiency pattern. Clinical data of 344 IBS-D patients from a cross-sectional study was used for feature validation of the model. Confirmatory factor analysis was used for evaluating the models. Also, multidimensional item response model was used for assessing multidimensional psychometric properties of the scale. RESULTS: Detecting two latent traits, the Cronbach's alpha of the 9-item scale was 0.745. Multidimensional model was evaluated with significant goodness of fit indices while the unidimensional model was rejected. The multidimensional item response model showed all the items had adequate discrimination. Parameters presented adequate explanation regarding mental syndromes having high factor loading on the liver stagnation factor and abdominal discomfort syndromes highly related to the spleen deficiency factor. Test information function showed that scale demonstrated the highest discrimination power among patients with moderate to high level of severity. CONCLUSIONS: The application of the multidimensional analysis methods on the basis of theoretical model construction provides a useful and rational approach for quantifying the severity of traditional Chinese medicine patterns. Hindawi 2018-02-12 /pmc/articles/PMC5830283/ /pubmed/29619071 http://dx.doi.org/10.1155/2018/6467135 Text en Copyright © 2018 Zhongyu Huang et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Huang, Zhongyu
Hou, Zhengkun
Liu, Xianhua
Liu, Fengbin
Wu, Yuefeng
Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title_full Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title_fullStr Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title_full_unstemmed Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title_short Quantifying Liver Stagnation Spleen Deficiency Pattern for Diarrhea Predominate Irritable Bowel Syndromes Using Multidimensional Analysis Methods
title_sort quantifying liver stagnation spleen deficiency pattern for diarrhea predominate irritable bowel syndromes using multidimensional analysis methods
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5830283/
https://www.ncbi.nlm.nih.gov/pubmed/29619071
http://dx.doi.org/10.1155/2018/6467135
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