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ObjectiveTo construct and evaluate the transformation model of the Constitution in Chinese Medicine Questionnaire （CCMQ） to SF-6Dv1 health utility and broaden the applications of CCMQ. MethodsThe data of CCMQ and SF-6Dv1 were collected from 595 participants at baseline， 3 months and 6 months after the comprehensive intervention suitable for the corresponding traditional Chinese medicine （TCM） constitution. The estimation and validation datasets were constructed， and four statistical algorithms including the ordinary least squares （OLS）， MM robust regression （MM）， censored least absolute deviations （CLAD） and the Tobit model were used to create alternative models. The mean absolute error （MAE）， root mean square error （RMSE） and intraclass correlation coefficient （ICC） were used to evaluate the prediction performance of the model. ResultsThe constitution scores of all TCM constitutions by CCMQ was significantly correlated with the SF-6Dv1 health utility value measured at three timepoints； the health utility value of the SF-6Dv1 was positively correlated with gentleness type （r=0.596， r=0.578， r=0.606， all P＜0.05） and negatively correlated with eight unbalanced constitutions （r=-0.586~-0.301， all P＜0.05）. The MM established based on the subscale scores of CCMQ was the optimal mapping model， and the MAE， RMSE， and ICC values were 0.0741， 0.0930 and 0.766， respectively. Gentleness type， qi-deficiency type， phlegm-wetness type， qi-constraint type， and age were the primary factors included in the model. The measured and predicted value of SF-6Dv1 had a moderate positive correlation （r=0.673， r=0.617， P＜0.05） and a good consistency as shown by the Bland-Altman plot. ConclusionBy using MM， the CCMQ can be transformed into SF-6Dv1 health utility value for health economics analysis.
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With the cooperation of Kurobe City, we conducted a basic survey using the nine classification of constitution and an intervention survey using a constitutional guidance program. The basic survey was conducted by the Kurobe group (Kurobe River alluvial fan spring water drinker n=155, 60.6±10.4 years old) and the non-Kurobe group (normal tap water drinker n=99, 50.7±12.8 living in the Hokuriku region without Kurobe City). A total of three surveys were conducted using the constitution Questionnaire (CCMQ-J). As a result, the Gentleness type, which is usually called the healthy constitution, was clearly higher in the Kurobe group, with 44.6 % in the Kurobe group and 22.5 % in the non-Kurobe group. In the proportion of each biased constitution(Mibyo constitution), the Kurobe group had less Wet-heat type (4.5 % vs 11.8 %), Qi-depression type (5.4 % vs 10.7 %), Yin-deficiency type (7.1 % vs 12.3 %) , and Phlegm-wetness type (5.8 % vs 9.6 %) than the non-Kurobe group. After the basic survey was completed, the Kurobe group was randomly divided into two groups, an intervention group (n=65, 62.3±9.3 years old) and a non-intervention group (n=68, 62.7±9.8 years old), and compared with the non-Kurobe group (control group) (n=80, 51.9±13.6 years old). The survey design was a simple comparative study, and the primary endpoint was a comparative study of changes in constitutional scores before and after intervention. As a result, in the Yang-deficiency type, a significant difference was observed between the intervention group, the non-intervention group and the control group at the first time after the intervention (One-way ANOVA p=0.04). No change was seen in the second survey after the intervention. In the comparison of Phlegm-wetness type between the three groups, there was a tendency in the amount of change in the constitutional score (One-way ANOVA p=0.087). From the above, it was suggested that the constitutional survey can not only grasp the health and the pre-symptomatic state, but also improve the pre-symptomatic by combining the guidance methods according to the constitution.
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Chinese Medicine Questionnaire (CCMQ-J) consists of sixty independent questionnaires and 9 physical constitutions called subscales. One type is balanced constitution (i.e., gentleness), and the following eight types represent unbalanced constitution: Qi-deficiency constitution, Yang-deficiency constitution, Yin-deficiency constitution, Phlegm-dampness constitution, Damp-heat constitution, Stagnant Blood constitution, Stagnant Qi constitution, and Inherited Special constitution. In this study, we proposed to determine optimal number of groups in 851 participants recruited from crowdsourcing answered CCMQ-J questionnaire consisting of 60 questions. In the present study, we applied k-means clustering with gap statistics to the questionnaire data and the number of optimal groups was estimated by five. The five groups are mainly characterized by 3 subscales in CCMQ-J, i.e. (i) two subscales corresponding to Yang-deficiency and Qi-depress, (ii) three subscales corresponding to gentleness, Yang-deficiency and Qi-depress (iii) Yang-deficiency, (iv) gentleness, and (v) Qi-depress. In the crowdsourcing survey, two subscales, Yang-deficient and Qi-depress are the most frequently occurred in current Japanese people.
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Japanese version of the Constitution in Chinese Medicine Questionnaire (CCMQ-J) in Chinese consists of 60 items for 9 sub-scales called Gentleness, Qi-deficiency, Yang-deficiency, Yin-deficiency, Phlegm-wetness, Wet-heat, Blood-stasis, Qi-depression, and Special diathesis. Each question is answered by choosing one form 5 grades of a Likert scale where the grades from 1 to 5 corresponding to Never, Rarely, Sometimes, Often and Always, respectively. In the present study, we examined the relationship of scores based on 597 respondents to 60 items. We tentatively classified 60 items into 12 groups by utilizing the Ward’s hierarchical clustering method and discussed similarity of items and 9 body conditions. Body Mass Index (BMI) and age can be explained by the score of 60 items by partial least square model. Significantly high correlation coefficients between real and estimated values were obtained for BMI (0.81 for male and 0.82 for female) and age (0.82 for male and 0.83 for female). Those results indicate that the answers to the 60 items can reflect aging and BMI properties and CCMQ-J can be used to assess the situation of health for evaluating the actual aging conditions in human.
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ObjectiveTo explore the psychological characteristics of personality of the nine constitutions in Traditional Chinese Medicine(TCM),so as to enrich and develop the theory related with constitution in TCM.MethodsFrom May 2009 to June 2009,540 college students from two universities in Beijing were investigated by cross-sectional survey.Cluster sampling method was adopted and the constitution in Chinese Medicine Questionnaire(CCMQ) and Eysenck Personality Questionnaire Short Scale for Chinese (EPQ-RSC) was used.Results ①In extraversion-introversion dimension,Gentleness type had the highest score(56.52 ± 8.48) and Qi-depression type had the lowest score (45.88 ± 11.13 ).The scores of seven pathological constitutions (Qi-deficiency type,Yang-deficiency type,Phlegm-wetness type,Wet-heat type,Blood-stasis type,Qi-depression type and Special diathesis type) were significantly lower than the score of Gentleness type(P＜0.01 ).In neuroticism dimension,Qi-de-pression type had the highest score (59.31 ± 9.70) and Gentleness type had the lowest score (44.08 ± 8.55 ).There were significant differences (P ＜ 0.01 )between the score of Gentleness type and the scores of Qi-deficiency type,Yin-deficiency type,Wet-heat type,Blood-stasis type and Qi-depression type.In psychoticism dimension,there were no significant differences between the score of Gentleness type and the scores of eight pathological constitutions.② Gentleness type was used as control,multivariate logistic regression analysis of psychological characteristics of personality of the eight pathological constitutions showed that the extraversion-introversion dimension was the meaningful relation factor of Qi-deficiency type,Yang-deficiency type,Phlegm-wetness type,Wet-heat type,Blood-stasis type,Qi-depression type and Special diathesis type.The neuroticism dimension was the meaningful relation factor of Qi-deficiency type,Yin-deficiency type,Phlegm-wetness type,Wet-heat type,Blood-stasis type,Qidepression type and Special diathesis type.ConclusionPeople with nine different constitutional types in TCM have shown corresponding psychological characteristics of personality.This study illustrates that nine constitutions in TCM are related to psychological characteristics of personality.
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Objects:To describe the distribution regularity of constitutional types of Chinese medicine in general population and analysis the characteristics of different social demography population through epidemiological investigation of constitutional types of Chinese medicine in general population.Methods:Using 21,948 cases large sample data of Chinese medical constitution cross-section survey from general population of nine provinces and municipalities(Jiangsu,Anhui,Gansu,Qinghai,Fujian,Beijing,Jilin,Jiangxi and He’nan),from December 2005 to January 2007.8,448 samples in accord with sample data from 1% nationwide population survey in 2005,which could representative the general population of China were randomly selected.Using the standardized Constitution in Chinese Medicine Questionnaire(CCMQ) to evaluation the scores of all kinds of Constitutional types(Gentleness type,Qi-defi ciency type,Yang-defi ciency type,Yin-defi ciency type,Phlegm-wetness type,Wet-heat type,Blood-stasis type,Qi-depression type,Special diathesis type).Application Discriminant Analysis to distinguish the individual Constitutional types,and analysis the distribution regularity of constitutional types of Chinese medicine in general population.Variables grouped by social demographic,use ?2 test to compare the differences in each sub-group’s constitution composition.Results:In the general population in China,Gentleness type accounted for 32.14 percent,eight pathological constitutions accounted for 67.86 percent,and the former three types of eight pathological constitutions were Qi-defi ciency type,Wet-heat type and Yang-deficiency type,which accounted for 13.42 percent,9.08 percent and 9.04 percent respectively.The composition ratio of constitutional types in different geographical,gender,age,marital status,occupation and education level were different,and the difference was signifi cant(P