Journal of Traditional Chinese Medicine ›› 2022, Vol. 42 ›› Issue (1): 122-131.DOI: 10.19852/j.cnki.jtcm.20211228.001
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Minghua BAI1, Wendy WONG2, Shujuan HOU3, Yanfei ZHENG3, Qianru LI3, ZhuQing LI3, Yan ZHANG3, Lingru LI3, Ji WANG3(), Qi WANG3()
Received:
2021-02-20
Accepted:
2021-05-31
Online:
2021-12-28
Published:
2021-12-28
Contact:
Ji WANG,Qi WANG
About author:
WANG Qi, School of Traditional Chinese Medicine/National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing 100029, China. wangqi710@126.comSupported by:
Minghua BAI, Wendy WONG, Shujuan HOU, Yanfei ZHENG, Qianru LI, ZhuQing LI, Yan ZHANG, Lingru LI, Ji WANG, Qi WANG. Development and evaluation of short form of constitution in Chinese medicine questionnaire: a national epidemiological survey data of 21 948 cases[J]. Journal of Traditional Chinese Medicine, 2022, 42(1): 122-131.
Scale | Item of original scale (CCMQ) | Correlation coefficient with BC scale score | Factor loading affiliated BC scale | Cronbach’s alpha coefficient after remove the item | Final items were selected | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gentleness | (1) Were you energetic? | 0612b | √ | 0.652 | √ | 0.458 | √ | |||||||||||
(2) Did you get tired easily? | 0641b | √ | 0.706 | √ | 0.329 | √ | ||||||||||||
(7) Was your voice weak when talking? | 0584b | 0.616 | 0.323 | |||||||||||||||
(8) Did you feel in low spirits and depressed? | 0.599b | 0.627 | √ | -0.147 | √ | √ | ||||||||||||
(21) Did you feel more vulnerable to the cold than others (winter coldness, air conditioners, fans, etc.)? | 0.501b | 0.488 | -0.157 | √ | ||||||||||||||
(27) Did you forget things easily? | 0.567b | 0.547 | -0.202 | |||||||||||||||
(53) Could you adapt yourself to external natural or social environment changes? | 0.441b | 0.31 | 0.016 | √ | ||||||||||||||
(54) Did you easily experience insomnia? | 0.613b | √ | 0.586 | 0.316 | ||||||||||||||
Qi-deficiency | (2) Did you get tired easily? | 0653b | √ | 0.679 | √ | 0.727 | √ | √ | ||||||||||
(3) Did you experience shortness of breath? | 0.673b | √ | 0.72 | √ | 0.723 | √ | √ | |||||||||||
(4) Did you get palpitations? | 0.688b | √ | 0.732 | √ | 0.72 | √ | √ | |||||||||||
(5) Did you get dizzy easily or become dizzy when standing up? | 0.647b | 0.654 | 0.731 | |||||||||||||||
(6) Did you prefer quietness and not like to talk? | 0.603b | 0.57 | 0.746 | |||||||||||||||
(7) Was your voice weak when talking? | 0.639b | 0.652 | 0.73 | |||||||||||||||
(22) Did you catch colds more easily than others? | 0.579b | 0.515 | 0.756 | |||||||||||||||
(26) Did you sweat easily when your physical activity increased slightly? | 0.458b | 0.403 | 0.764 | |||||||||||||||
Yang-deficiency | (17) Did your hands or feet feel cold or clammy? | 0.455b | 0.457 | 0.726 | ||||||||||||||
(18) Did you feel cold easily in your abdomen, back, lower back or knees? | 0.631b | √ | 0.639 | 0.693 | ||||||||||||||
(19) Were you sensitive to cold and tended to wear more clothes than others? | 0.718b | √ | 0.73 | √ | 0.667 | √ | √ | |||||||||||
(21) Did you feel more vulnerable to the cold than others (winter coldness, air conditioners, fans, etc.)? | 0.518b | 0.544 | 0.707 | |||||||||||||||
(22) Did you catch colds more easily than others? | 0.742b | √ | 0.701 | √ | 0.677 | √ | √ | |||||||||||
(52) Did you feel uncomfortable when you drank or ate something cold, or did you avoid to drinking or eating cold items? | 0.614b | 0.642 | √ | 0.692 | √ | √ | ||||||||||||
(55) Did you easily contract diarrhea when you were exposed to cold or ate (or drank) something cold? | 0.538b | 0.571 | 0.706 | |||||||||||||||
Yin-deficiency | (16) Did the palms of your hands or soles of your feet feel hot? | 0.606b | √ | 0.631 | √ | 0.68 | √ | √ | ||||||||||
(20) Did your body and face feel hot? | 0.574b | 0.543 | 0.697 | |||||||||||||||
(29) Were your lips redder than in the past? | 0.480b | 0.435 | 0.714 | |||||||||||||||
(35) Did your skin or lips feel dry? | 0.600b | 0.584 | 0.689 | |||||||||||||||
(38) Did you experience hot flashes? | 0.506b | 0.51 | 0.7 | |||||||||||||||
(44) Did your eyes feel dry and you used eye drops? | 0.644b | √ | 0.668 | √ | 0.672 | √ | √ | |||||||||||
(46) Did you often feel parched and need to drink water? | 0.666b | √ | 0.697 | √ | 0.665 | √ | √ | |||||||||||
(57) Did you get constipated easily or have dry stools? | 0.566b | 0.566 | 0.691 | |||||||||||||||
Phlegm-dampness | (13) Did you feel chest or abdominal stuffiness? | 0.499b | 0.499 | 0.667 | ||||||||||||||
(15) Did your body feel heavy or lethargic? | 0.567b | 0.573 | 0.653 | |||||||||||||||
(28) Did you have an excessively oily forehead and/or T-zone? | 0.581b | √ | 0.601 | √ | 0.647 | √ | √ | |||||||||||
(42) Did you have upper eyelid swelling? | 0.572b | 0.583 | √ | 0.65 | √ | √ | ||||||||||||
(49) Did your mouth feel sticky? | 0.643b | √ | 0.686 | √ | 0.629 | √ | √ | |||||||||||
(50) Was your abdomen flabby? | 0.505b | 0.435 | 0.682 | |||||||||||||||
(51) Did you have an abundance of phlegm, especially in your throat? | 0.574b | √ | 0.57 | 0.651 | ||||||||||||||
(58) Did your tongue have a thick coating? | 0.547b | 0.534 | 0.659 | |||||||||||||||
Damp-heat | (39) Did your nose or your face feel greasy, oily, or shiny? | 0.050b | 0.593 | 0.641 | ||||||||||||||
(41) Did you get acne or sores easily? | 0.054b | √ | 0.599 | 0.632 | √ | √ | ||||||||||||
(48) Did you have a bitter or strange taste in your mouth? | 0.035b | 0.603 | 0.644 | |||||||||||||||
(56) Did you pass sticky stools and/or feel that your bowel movement was incomplete? | 0.061b | √ | 0.643 | √ | 0.632 | √ | √ | |||||||||||
(59) Did your urethral canal feel hot when you urinated, or did your urine have a dark color? | 0.052b | √ | 0.637 | √ | 0.639 | √ | ||||||||||||
(60) Was your vaginal discharge yellowish (only for female interviewees)? /Was your scrotum always wet (only for male interviewees)? | 0.040b | 0.658 | √ | 0.629 | √ | √ | ||||||||||||
Blood-stasis | (27) Did you forget things easily? | 0.528b | 0.462 | 0.698 | ||||||||||||||
(33) Did black or purple bruises appear on your skin for no reason? | 0.508b | 0.514 | 0.685 | |||||||||||||||
(36) Did you have visible capillary (thread) veins on your cheeks? | 0.604b | 0.581 | 0.676 | |||||||||||||||
(37) Did you feel pain somewhere in your body? | 0.588b | 0.572 | 0.672 | |||||||||||||||
(40) Did you have a dark face or get brown spots easily? | 0.696b | √ | 0.739 | √ | 0.634 | √ | √ | |||||||||||
(43) Did you get dark circles under the eyes easily? | 0.621b | √ | 0.635 | √ | 0.663 | √ | √ | |||||||||||
(45) Were your lips darker, more blue or purple than usual? | 0.656b | √ | 0.688 | √ | 0.649 | √ | √ | |||||||||||
Qi-stagnation | (8) Did you feel in low spirit sand depressed? | 0.606b | 0.564 | 0.78 | ||||||||||||||
(9) Did you easily feel anxious and worried? | 0.741b | √ | 0.775 | √ | 0.74 | √ | √ | |||||||||||
(10) Did you feel overly sensitive, vulnerable or emotionally upset? | 0.761b | √ | 0.798 | √ | 0.735 | √ | √ | |||||||||||
(11) Were you easily scared or frightened? | 0.737b | √ | 0.764 | √ | 0.743 | √ | √ | |||||||||||
(12) Did you experience distention in the underarm or breast? | 0.708b | 0.732 | 0.749 | |||||||||||||||
(14) Did you sigh without reason? | 0.573b | 0.544 | 0.778 | |||||||||||||||
(47) Did your throat feel strange (i.e., as if something was stuck or there was a lump in your throat)? | 0.539b | 0.466 | 0.795 | |||||||||||||||
Special-diathesis | (23) Did you sneeze even when you did not have a cold? | 0.569b | 0.505 | 0.708 | ||||||||||||||
(24) Did you have a runny or stuffy nose even when you did not have a cold? | 0.630b | √ | 0.596 | 0.684 | ||||||||||||||
(25) Did you cough due to seasonal changes, temperature changes or unpleasant odors? | 0.622b | 0.603 | 0.682 | √ | ||||||||||||||
(30) Did you have allergies? (E.g. medicine, food, odors, pollen, pet dander or during seasonal or weather change etc.) | 0.649b | √ | 0.688 | √ | 0.673 | √ | √ | |||||||||||
(31) Did you get hives/urticaria easily? | 0.643b | √ | 0.692 | √ | 0.674 | √ | √ | |||||||||||
(32) Did your skin have purpura (purple spots, ecchymosis) due to allergies? | 0.565b | 0.629 | √ | 0.691 | ||||||||||||||
(34) Did your skin turn red and show traces when you scratched it? | 0.624b | 0.595 | 0.695 |
Table 1 Comparison of the original and the short form of the CCMQ (n = 21 948) a
Scale | Item of original scale (CCMQ) | Correlation coefficient with BC scale score | Factor loading affiliated BC scale | Cronbach’s alpha coefficient after remove the item | Final items were selected | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gentleness | (1) Were you energetic? | 0612b | √ | 0.652 | √ | 0.458 | √ | |||||||||||
(2) Did you get tired easily? | 0641b | √ | 0.706 | √ | 0.329 | √ | ||||||||||||
(7) Was your voice weak when talking? | 0584b | 0.616 | 0.323 | |||||||||||||||
(8) Did you feel in low spirits and depressed? | 0.599b | 0.627 | √ | -0.147 | √ | √ | ||||||||||||
(21) Did you feel more vulnerable to the cold than others (winter coldness, air conditioners, fans, etc.)? | 0.501b | 0.488 | -0.157 | √ | ||||||||||||||
(27) Did you forget things easily? | 0.567b | 0.547 | -0.202 | |||||||||||||||
(53) Could you adapt yourself to external natural or social environment changes? | 0.441b | 0.31 | 0.016 | √ | ||||||||||||||
(54) Did you easily experience insomnia? | 0.613b | √ | 0.586 | 0.316 | ||||||||||||||
Qi-deficiency | (2) Did you get tired easily? | 0653b | √ | 0.679 | √ | 0.727 | √ | √ | ||||||||||
(3) Did you experience shortness of breath? | 0.673b | √ | 0.72 | √ | 0.723 | √ | √ | |||||||||||
(4) Did you get palpitations? | 0.688b | √ | 0.732 | √ | 0.72 | √ | √ | |||||||||||
(5) Did you get dizzy easily or become dizzy when standing up? | 0.647b | 0.654 | 0.731 | |||||||||||||||
(6) Did you prefer quietness and not like to talk? | 0.603b | 0.57 | 0.746 | |||||||||||||||
(7) Was your voice weak when talking? | 0.639b | 0.652 | 0.73 | |||||||||||||||
(22) Did you catch colds more easily than others? | 0.579b | 0.515 | 0.756 | |||||||||||||||
(26) Did you sweat easily when your physical activity increased slightly? | 0.458b | 0.403 | 0.764 | |||||||||||||||
Yang-deficiency | (17) Did your hands or feet feel cold or clammy? | 0.455b | 0.457 | 0.726 | ||||||||||||||
(18) Did you feel cold easily in your abdomen, back, lower back or knees? | 0.631b | √ | 0.639 | 0.693 | ||||||||||||||
(19) Were you sensitive to cold and tended to wear more clothes than others? | 0.718b | √ | 0.73 | √ | 0.667 | √ | √ | |||||||||||
(21) Did you feel more vulnerable to the cold than others (winter coldness, air conditioners, fans, etc.)? | 0.518b | 0.544 | 0.707 | |||||||||||||||
(22) Did you catch colds more easily than others? | 0.742b | √ | 0.701 | √ | 0.677 | √ | √ | |||||||||||
(52) Did you feel uncomfortable when you drank or ate something cold, or did you avoid to drinking or eating cold items? | 0.614b | 0.642 | √ | 0.692 | √ | √ | ||||||||||||
(55) Did you easily contract diarrhea when you were exposed to cold or ate (or drank) something cold? | 0.538b | 0.571 | 0.706 | |||||||||||||||
Yin-deficiency | (16) Did the palms of your hands or soles of your feet feel hot? | 0.606b | √ | 0.631 | √ | 0.68 | √ | √ | ||||||||||
(20) Did your body and face feel hot? | 0.574b | 0.543 | 0.697 | |||||||||||||||
(29) Were your lips redder than in the past? | 0.480b | 0.435 | 0.714 | |||||||||||||||
(35) Did your skin or lips feel dry? | 0.600b | 0.584 | 0.689 | |||||||||||||||
(38) Did you experience hot flashes? | 0.506b | 0.51 | 0.7 | |||||||||||||||
(44) Did your eyes feel dry and you used eye drops? | 0.644b | √ | 0.668 | √ | 0.672 | √ | √ | |||||||||||
(46) Did you often feel parched and need to drink water? | 0.666b | √ | 0.697 | √ | 0.665 | √ | √ | |||||||||||
(57) Did you get constipated easily or have dry stools? | 0.566b | 0.566 | 0.691 | |||||||||||||||
Phlegm-dampness | (13) Did you feel chest or abdominal stuffiness? | 0.499b | 0.499 | 0.667 | ||||||||||||||
(15) Did your body feel heavy or lethargic? | 0.567b | 0.573 | 0.653 | |||||||||||||||
(28) Did you have an excessively oily forehead and/or T-zone? | 0.581b | √ | 0.601 | √ | 0.647 | √ | √ | |||||||||||
(42) Did you have upper eyelid swelling? | 0.572b | 0.583 | √ | 0.65 | √ | √ | ||||||||||||
(49) Did your mouth feel sticky? | 0.643b | √ | 0.686 | √ | 0.629 | √ | √ | |||||||||||
(50) Was your abdomen flabby? | 0.505b | 0.435 | 0.682 | |||||||||||||||
(51) Did you have an abundance of phlegm, especially in your throat? | 0.574b | √ | 0.57 | 0.651 | ||||||||||||||
(58) Did your tongue have a thick coating? | 0.547b | 0.534 | 0.659 | |||||||||||||||
Damp-heat | (39) Did your nose or your face feel greasy, oily, or shiny? | 0.050b | 0.593 | 0.641 | ||||||||||||||
(41) Did you get acne or sores easily? | 0.054b | √ | 0.599 | 0.632 | √ | √ | ||||||||||||
(48) Did you have a bitter or strange taste in your mouth? | 0.035b | 0.603 | 0.644 | |||||||||||||||
(56) Did you pass sticky stools and/or feel that your bowel movement was incomplete? | 0.061b | √ | 0.643 | √ | 0.632 | √ | √ | |||||||||||
(59) Did your urethral canal feel hot when you urinated, or did your urine have a dark color? | 0.052b | √ | 0.637 | √ | 0.639 | √ | ||||||||||||
(60) Was your vaginal discharge yellowish (only for female interviewees)? /Was your scrotum always wet (only for male interviewees)? | 0.040b | 0.658 | √ | 0.629 | √ | √ | ||||||||||||
Blood-stasis | (27) Did you forget things easily? | 0.528b | 0.462 | 0.698 | ||||||||||||||
(33) Did black or purple bruises appear on your skin for no reason? | 0.508b | 0.514 | 0.685 | |||||||||||||||
(36) Did you have visible capillary (thread) veins on your cheeks? | 0.604b | 0.581 | 0.676 | |||||||||||||||
(37) Did you feel pain somewhere in your body? | 0.588b | 0.572 | 0.672 | |||||||||||||||
(40) Did you have a dark face or get brown spots easily? | 0.696b | √ | 0.739 | √ | 0.634 | √ | √ | |||||||||||
(43) Did you get dark circles under the eyes easily? | 0.621b | √ | 0.635 | √ | 0.663 | √ | √ | |||||||||||
(45) Were your lips darker, more blue or purple than usual? | 0.656b | √ | 0.688 | √ | 0.649 | √ | √ | |||||||||||
Qi-stagnation | (8) Did you feel in low spirit sand depressed? | 0.606b | 0.564 | 0.78 | ||||||||||||||
(9) Did you easily feel anxious and worried? | 0.741b | √ | 0.775 | √ | 0.74 | √ | √ | |||||||||||
(10) Did you feel overly sensitive, vulnerable or emotionally upset? | 0.761b | √ | 0.798 | √ | 0.735 | √ | √ | |||||||||||
(11) Were you easily scared or frightened? | 0.737b | √ | 0.764 | √ | 0.743 | √ | √ | |||||||||||
(12) Did you experience distention in the underarm or breast? | 0.708b | 0.732 | 0.749 | |||||||||||||||
(14) Did you sigh without reason? | 0.573b | 0.544 | 0.778 | |||||||||||||||
(47) Did your throat feel strange (i.e., as if something was stuck or there was a lump in your throat)? | 0.539b | 0.466 | 0.795 | |||||||||||||||
Special-diathesis | (23) Did you sneeze even when you did not have a cold? | 0.569b | 0.505 | 0.708 | ||||||||||||||
(24) Did you have a runny or stuffy nose even when you did not have a cold? | 0.630b | √ | 0.596 | 0.684 | ||||||||||||||
(25) Did you cough due to seasonal changes, temperature changes or unpleasant odors? | 0.622b | 0.603 | 0.682 | √ | ||||||||||||||
(30) Did you have allergies? (E.g. medicine, food, odors, pollen, pet dander or during seasonal or weather change etc.) | 0.649b | √ | 0.688 | √ | 0.673 | √ | √ | |||||||||||
(31) Did you get hives/urticaria easily? | 0.643b | √ | 0.692 | √ | 0.674 | √ | √ | |||||||||||
(32) Did your skin have purpura (purple spots, ecchymosis) due to allergies? | 0.565b | 0.629 | √ | 0.691 | ||||||||||||||
(34) Did your skin turn red and show traces when you scratched it? | 0.624b | 0.595 | 0.695 |
Body constitution | Component | Initial eigenvalues | Extraction sums of squared loadings | ||||||
---|---|---|---|---|---|---|---|---|---|
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | ||||
Gentleness | 1 | 1.660 | 55.345 | 55.345 | 1.660 | 55.345 | 55.345 | ||
2 | 0.745 | 24.832 | 80.177 | ||||||
3 | 0.595 | 19.823 | 100.000 | ||||||
Qi-deficiency | 1 | 1.634 | 54.475 | 54.475 | 1.634 | 54.475 | 54.475 | ||
2 | 0.853 | 28.424 | 82.900 | ||||||
3 | 0.513 | 17.100 | 100.00 | ||||||
Yang-deficiency | 1 | 1.743 | 58.106 | 58.106 | 1.743 | 58.106 | 58.106 | ||
2 | 0.776 | 25.883 | 83.988 | ||||||
3 | 0.480 | 16.012 | 100.000 | ||||||
Yin-deficiency | 1 | 1.531 | 51.024 | 51.024 | 1.531 | 51.024 | 51.024 | ||
2 | 0.843 | 28.111 | 79.136 | ||||||
3 | 0.626 | 20.864 | 100.000 | ||||||
Phlegm-dampness | 1 | 1.523 | 50.756 | 50.756 | 1.523 | 50.756 | 50.756 | ||
2 | 0.851 | 28.359 | 79.115 | ||||||
3 | 0.627 | 20.885 | 100.000 | ||||||
Damp-heat | 1 | 1.955 | 48.887 | 48.887 | 1.955 | 48.887 | 48.887 | ||
2 | 0.841 | 21.030 | 69.917 | ||||||
3 | 0.655 | 16.386 | 86.304 | ||||||
4 | 0.548 | 13.696 | 100.000 | ||||||
Blood-stasis | 1 | 1.598 | 53.280 | 53.280 | 1.598 | 53.280 | 53.280 | ||
2 | 0.874 | 29.126 | 82.406 | ||||||
3 | 0.528 | 17.594 | 100.000 | ||||||
Qi-stagnation | 1 | 2.066 | 68.855 | 68.855 | 2.066 | 68.855 | 68.855 | ||
2 | 0.500 | 16.680 | 85.536 | ||||||
3 | 0.434 | 14.464 | 100.000 | ||||||
Special-diathesis | 1 | 1.137 | 56.847 | 56.847 | 1.137 | 56.847 | 56.847 | ||
2 | 0.863 | 43.153 | 100.000 |
Table 2 The total variance of short form CCMQ (n = 204) a
Body constitution | Component | Initial eigenvalues | Extraction sums of squared loadings | ||||||
---|---|---|---|---|---|---|---|---|---|
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | ||||
Gentleness | 1 | 1.660 | 55.345 | 55.345 | 1.660 | 55.345 | 55.345 | ||
2 | 0.745 | 24.832 | 80.177 | ||||||
3 | 0.595 | 19.823 | 100.000 | ||||||
Qi-deficiency | 1 | 1.634 | 54.475 | 54.475 | 1.634 | 54.475 | 54.475 | ||
2 | 0.853 | 28.424 | 82.900 | ||||||
3 | 0.513 | 17.100 | 100.00 | ||||||
Yang-deficiency | 1 | 1.743 | 58.106 | 58.106 | 1.743 | 58.106 | 58.106 | ||
2 | 0.776 | 25.883 | 83.988 | ||||||
3 | 0.480 | 16.012 | 100.000 | ||||||
Yin-deficiency | 1 | 1.531 | 51.024 | 51.024 | 1.531 | 51.024 | 51.024 | ||
2 | 0.843 | 28.111 | 79.136 | ||||||
3 | 0.626 | 20.864 | 100.000 | ||||||
Phlegm-dampness | 1 | 1.523 | 50.756 | 50.756 | 1.523 | 50.756 | 50.756 | ||
2 | 0.851 | 28.359 | 79.115 | ||||||
3 | 0.627 | 20.885 | 100.000 | ||||||
Damp-heat | 1 | 1.955 | 48.887 | 48.887 | 1.955 | 48.887 | 48.887 | ||
2 | 0.841 | 21.030 | 69.917 | ||||||
3 | 0.655 | 16.386 | 86.304 | ||||||
4 | 0.548 | 13.696 | 100.000 | ||||||
Blood-stasis | 1 | 1.598 | 53.280 | 53.280 | 1.598 | 53.280 | 53.280 | ||
2 | 0.874 | 29.126 | 82.406 | ||||||
3 | 0.528 | 17.594 | 100.000 | ||||||
Qi-stagnation | 1 | 2.066 | 68.855 | 68.855 | 2.066 | 68.855 | 68.855 | ||
2 | 0.500 | 16.680 | 85.536 | ||||||
3 | 0.434 | 14.464 | 100.000 | ||||||
Special-diathesis | 1 | 1.137 | 56.847 | 56.847 | 1.137 | 56.847 | 56.847 | ||
2 | 0.863 | 43.153 | 100.000 |
Scale | Items of original scale (CCMQ)a | Variable code in EFA | EFA of short form CCMQ | CFA of short form CCMQ | Item-scale of the short form CCMQ | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Factor loading in the total scaleb | Factor loading of item in each BC | Factor loading | R2 | Pearson correlation with affiliated BC | P value (two-tailed) | |||||||
Gentleness | (1) Were you energetic? | I1GTC1 | –0.467 | 0.681 | 0.380 | 0.144 | 0.754 | <0.001 | ||||
(2) Did you get tired easily? | I2GTC2 (I2QDC1) | 0.572 | 0.769 | –0.420 | 0.176 | 0.720 | <0.001 | |||||
(8) Did you feel in low spirit sand depressed? | I5GTC3 | 0.756 | 0.779 | 0.700 | 0.490 | 0.750 | <0.001 | |||||
Qi-deficiency | (2) Did you get tired easily? | I2GTC2 (I2QDC1) | 0.572 | 0.555 | –0.050 | 0.003 | 0.620 | <0.001 | ||||
(3) Did you experience shortness of breath? | I3QDC2 | 0.711 | 0.811 | 0.540 | 0.292 | 0.791 | <0.001 | |||||
(4) Did you get palpitations? | I4QDC3 | 0.519 | 0.817 | 0.690 | 0.476 | 0.787 | <0.001 | |||||
Yang-deficiency | (19) Were you sensitive to cold and tended to wear more clothes than others? | I10YaDC1 | 0.626 | 0.847 | 0.910 | 0.828 | 0.846 | <0.001 | ||||
(22) Did you catch colds more easily than others? | I11YaDC2 | 0.753 | 0.719 | 0.450 | 0.203 | 0.658 | <0.001 | |||||
(52) Did you feel uncomfortable when you drank or ate something cold, or did you avoid to drinking or eating cold items? | I23YaDC3 | 0.541 | 0.713 | 0.700 | 0.490 | 0.766 | <0.001 | |||||
Yin-deficiency | (16) Did the palms of your hands or soles of your feet feel hot? | I9YiDC1 | 0.714 | 0.390 | 0.410 | 0.168 | 0.648 | <0.001 | ||||
(44) Did your eyes feel dry and you used eye drops? | I19YiDC2 | 0.651 | 0.701 | 0.540 | 0.292 | 0.711 | <0.001 | |||||
(46) Did you often feel parched and need to drink water? | I21YiDC3 | 0.502 | 0.794 | 0.590 | 0.348 | 0.778 | <0.001 | |||||
Phlegm-dampness | (28) Did you have an excessively oily forehead and/or T-zone? | I12PDC1 | 0.537/0.424c | 0.700 | 0.650 | 0.423 | 0.736 | <0.001 | ||||
(42) Did you have upper eyelid swelling? | I17PDC2 | 0.751 | 0.633 | 0.430 | 0.185 | 0.652 | <0.001 | |||||
(49) Did your mouth feel sticky? | I22PDC3 | 0.604 | 0.795 | 0.670 | 0.449 | 0.741 | <0.001 | |||||
Damp-heat | (41) Did you get acne or sores easily? | I16DHC1 | 0.695 | 0.565 | 0.610 | 0.372 | 0.639 | <0.001 | ||||
(56) Did you pass sticky stools and/or feel that your bowel movement was incomplete? | I24DHC2 | 0.510 | 0.722 | 0.670 | 0.449 | 0.725 | <0.001 | |||||
(59) Did your urethral canal feel hot when you urinated, or did your urine have a dark color? | I25DHC3 | 0.702 | 0.770 | 0.610 | 0.372 | 0.720 | <0.001 | |||||
(60) Was your vaginal discharge yellowish (only for female interviewees)? /Was your scrotum always wet (only for male interviewees)? | I26DHC4 | 0.505 | 0.723 | 0.560 | 0.314 | 0.701 | <0.001 | |||||
Blood-stasis | (40) Did you have a dark face or get brown spots easily? | I15BSC1 | 0.758 | 0.818 | 0.730 | 0.533 | 0.760 | <0.001 | ||||
(43) Did you get dark circles under the eyes easily? | I16BSC | 0.405 | 0.529 | 0.390 | 0.152 | 0.657 | <0.001 | |||||
(45) Were your lips darker, more blue or purple than usual? | I20BSC | 0.617 | 0.806 | 0.710 | 0.504 | 0.755 | <0.001 | |||||
Qi-stagnation | (9) Did you easily feel anxious and worried? | I6QSC1 | 0.765 | 0.845 | 0.680 | 0.462 | 0.831 | <0.001 | ||||
(10)Did you feel overly sensitive, vulnerable or emotionally upset? | I7QSC2 | 0.722 | 0.815 | 0.750 | 0.563 | 0.834 | <0.001 | |||||
(11) Were you easily scared or frightened? | I8QSC3 | 0.618 | 0.829 | 0.610 | 0.372 | 0.824 | <0.001 | |||||
Special-diathesis | (30) Did you have allergies? (E.g. medicine, food, odors, pollen, pet dander or during seasonal or weather change etc.) | I13SDC1 | 0.733 | 0.754 | 0.540 | 0.292 | 0.849 | <0.001 | ||||
(31) Did you get hives/urticaria easily? | I14SDC2 | 0.704 | 0.754 | 0.500 | 0.250 | 0.822 | <0.001 |
Table 3 EFA, CFA and item-scale of the short form CCMQ (n = 204)
Scale | Items of original scale (CCMQ)a | Variable code in EFA | EFA of short form CCMQ | CFA of short form CCMQ | Item-scale of the short form CCMQ | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Factor loading in the total scaleb | Factor loading of item in each BC | Factor loading | R2 | Pearson correlation with affiliated BC | P value (two-tailed) | |||||||
Gentleness | (1) Were you energetic? | I1GTC1 | –0.467 | 0.681 | 0.380 | 0.144 | 0.754 | <0.001 | ||||
(2) Did you get tired easily? | I2GTC2 (I2QDC1) | 0.572 | 0.769 | –0.420 | 0.176 | 0.720 | <0.001 | |||||
(8) Did you feel in low spirit sand depressed? | I5GTC3 | 0.756 | 0.779 | 0.700 | 0.490 | 0.750 | <0.001 | |||||
Qi-deficiency | (2) Did you get tired easily? | I2GTC2 (I2QDC1) | 0.572 | 0.555 | –0.050 | 0.003 | 0.620 | <0.001 | ||||
(3) Did you experience shortness of breath? | I3QDC2 | 0.711 | 0.811 | 0.540 | 0.292 | 0.791 | <0.001 | |||||
(4) Did you get palpitations? | I4QDC3 | 0.519 | 0.817 | 0.690 | 0.476 | 0.787 | <0.001 | |||||
Yang-deficiency | (19) Were you sensitive to cold and tended to wear more clothes than others? | I10YaDC1 | 0.626 | 0.847 | 0.910 | 0.828 | 0.846 | <0.001 | ||||
(22) Did you catch colds more easily than others? | I11YaDC2 | 0.753 | 0.719 | 0.450 | 0.203 | 0.658 | <0.001 | |||||
(52) Did you feel uncomfortable when you drank or ate something cold, or did you avoid to drinking or eating cold items? | I23YaDC3 | 0.541 | 0.713 | 0.700 | 0.490 | 0.766 | <0.001 | |||||
Yin-deficiency | (16) Did the palms of your hands or soles of your feet feel hot? | I9YiDC1 | 0.714 | 0.390 | 0.410 | 0.168 | 0.648 | <0.001 | ||||
(44) Did your eyes feel dry and you used eye drops? | I19YiDC2 | 0.651 | 0.701 | 0.540 | 0.292 | 0.711 | <0.001 | |||||
(46) Did you often feel parched and need to drink water? | I21YiDC3 | 0.502 | 0.794 | 0.590 | 0.348 | 0.778 | <0.001 | |||||
Phlegm-dampness | (28) Did you have an excessively oily forehead and/or T-zone? | I12PDC1 | 0.537/0.424c | 0.700 | 0.650 | 0.423 | 0.736 | <0.001 | ||||
(42) Did you have upper eyelid swelling? | I17PDC2 | 0.751 | 0.633 | 0.430 | 0.185 | 0.652 | <0.001 | |||||
(49) Did your mouth feel sticky? | I22PDC3 | 0.604 | 0.795 | 0.670 | 0.449 | 0.741 | <0.001 | |||||
Damp-heat | (41) Did you get acne or sores easily? | I16DHC1 | 0.695 | 0.565 | 0.610 | 0.372 | 0.639 | <0.001 | ||||
(56) Did you pass sticky stools and/or feel that your bowel movement was incomplete? | I24DHC2 | 0.510 | 0.722 | 0.670 | 0.449 | 0.725 | <0.001 | |||||
(59) Did your urethral canal feel hot when you urinated, or did your urine have a dark color? | I25DHC3 | 0.702 | 0.770 | 0.610 | 0.372 | 0.720 | <0.001 | |||||
(60) Was your vaginal discharge yellowish (only for female interviewees)? /Was your scrotum always wet (only for male interviewees)? | I26DHC4 | 0.505 | 0.723 | 0.560 | 0.314 | 0.701 | <0.001 | |||||
Blood-stasis | (40) Did you have a dark face or get brown spots easily? | I15BSC1 | 0.758 | 0.818 | 0.730 | 0.533 | 0.760 | <0.001 | ||||
(43) Did you get dark circles under the eyes easily? | I16BSC | 0.405 | 0.529 | 0.390 | 0.152 | 0.657 | <0.001 | |||||
(45) Were your lips darker, more blue or purple than usual? | I20BSC | 0.617 | 0.806 | 0.710 | 0.504 | 0.755 | <0.001 | |||||
Qi-stagnation | (9) Did you easily feel anxious and worried? | I6QSC1 | 0.765 | 0.845 | 0.680 | 0.462 | 0.831 | <0.001 | ||||
(10)Did you feel overly sensitive, vulnerable or emotionally upset? | I7QSC2 | 0.722 | 0.815 | 0.750 | 0.563 | 0.834 | <0.001 | |||||
(11) Were you easily scared or frightened? | I8QSC3 | 0.618 | 0.829 | 0.610 | 0.372 | 0.824 | <0.001 | |||||
Special-diathesis | (30) Did you have allergies? (E.g. medicine, food, odors, pollen, pet dander or during seasonal or weather change etc.) | I13SDC1 | 0.733 | 0.754 | 0.540 | 0.292 | 0.849 | <0.001 | ||||
(31) Did you get hives/urticaria easily? | I14SDC2 | 0.704 | 0.754 | 0.500 | 0.250 | 0.822 | <0.001 |
χ | df | χ | P value | RESEA | 90% CI for RMSEA | SRMR | CFI | IFI | PGFI |
---|---|---|---|---|---|---|---|---|---|
423.65 | 262 | 1.617 | <0.001 | 0.055 | 0.045 ; 0.06 | 0.061 | 0.87 | 0.87 | 0.64 |
Table 4 Goodness of fit statistics for the short form CCMQa
χ | df | χ | P value | RESEA | 90% CI for RMSEA | SRMR | CFI | IFI | PGFI |
---|---|---|---|---|---|---|---|---|---|
423.65 | 262 | 1.617 | <0.001 | 0.055 | 0.045 ; 0.06 | 0.061 | 0.87 | 0.87 | 0.64 |
Figure 1 Results of confirmatory factor analysis GTC: balanced body constitution (Gentleness); QDC: Qi-deficiency body constitution; YaDC: Yang-deficiency body constitution; YiDC: Yin-deficiency body constitution; PDC: Phlegm-dampness body constitution; DHC: Damp-heat body onstitution; BSC: Blood-stasis body constitution; QSC: Qi-stagnation body constitution; SDC: Special-diathesis body constitution. Item number: take “I1GTC1” for an example. “I” is the initial of “item”; “1” refers to the number in short form of total questionnaire; “GTC” refers to the constitutional type; “1” indicates the number in short form of each BC scale.
Body constitution | Number of items | Discriminant validity of the short form CCMQ of different BMI (mean ± SD) | Reliability analysis of the short form CCMQ | |||||
---|---|---|---|---|---|---|---|---|
BMI ≥ 25 (n = 47) | BMI < 25 (n = 156) | t value | P value | Cronbach’s alpha coefficient | Cronbach’s alpha coefficient based on standardized items | Split-half Reliability | ||
Gentleness | 3 | 8.3±1.9 | 7.8±1.9 | ?1.571 | 0.118 | 0.584 | 0.595 | 0.621 |
Qi-deficiency | 3 | 6.8±1.9 | 6.7±1.9 | -0.329 | 0.743 | 0.576 | 0.570 | 0.657 |
Yang-deficiency | 3 | 6.3±2.6 | 6.5±2.5 | 0.502 | 0.616 | 0.631 | 0.635 | 0.601 |
Yin-deficiency | 3 | 6.1±3.0 | 6.7±2.1 | 1.531 | 0.127 | 0.519 | 0.516 | 0.604 |
Phlegm-dampness | 3 | 6.2±2.0 | 6.7±2.4 | 1.001 | 0.318 | 0.505 | 0.510 | 0.603 |
Damp-heat | 4 | 8.5±2.9 | 8.9±3.1 | 0.830 | 0.407 | 0.640 | 0.646 | 0.593 |
Blood-stasis | 3 | 5.9±2.2 | 6.8±2.4 | 2.178 | 0.026 | 0.541 | 0.547 | 0.605 |
Qi-stagnation | 3 | 6.2±1.7 | 7.1±2.4 | 2.715 | 0.008 | 0.771 | 0.774 | 0.770 |
Special-diathesis | 2 | 3.2±1.3 | 3.2±1.4 | 0.063 | 0.949 | 0.567 | 0.568 | 0.568 |
Table 5 Discriminant validity and reliability of the short form CCMQ
Body constitution | Number of items | Discriminant validity of the short form CCMQ of different BMI (mean ± SD) | Reliability analysis of the short form CCMQ | |||||
---|---|---|---|---|---|---|---|---|
BMI ≥ 25 (n = 47) | BMI < 25 (n = 156) | t value | P value | Cronbach’s alpha coefficient | Cronbach’s alpha coefficient based on standardized items | Split-half Reliability | ||
Gentleness | 3 | 8.3±1.9 | 7.8±1.9 | ?1.571 | 0.118 | 0.584 | 0.595 | 0.621 |
Qi-deficiency | 3 | 6.8±1.9 | 6.7±1.9 | -0.329 | 0.743 | 0.576 | 0.570 | 0.657 |
Yang-deficiency | 3 | 6.3±2.6 | 6.5±2.5 | 0.502 | 0.616 | 0.631 | 0.635 | 0.601 |
Yin-deficiency | 3 | 6.1±3.0 | 6.7±2.1 | 1.531 | 0.127 | 0.519 | 0.516 | 0.604 |
Phlegm-dampness | 3 | 6.2±2.0 | 6.7±2.4 | 1.001 | 0.318 | 0.505 | 0.510 | 0.603 |
Damp-heat | 4 | 8.5±2.9 | 8.9±3.1 | 0.830 | 0.407 | 0.640 | 0.646 | 0.593 |
Blood-stasis | 3 | 5.9±2.2 | 6.8±2.4 | 2.178 | 0.026 | 0.541 | 0.547 | 0.605 |
Qi-stagnation | 3 | 6.2±1.7 | 7.1±2.4 | 2.715 | 0.008 | 0.771 | 0.774 | 0.770 |
Special-diathesis | 2 | 3.2±1.3 | 3.2±1.4 | 0.063 | 0.949 | 0.567 | 0.568 | 0.568 |
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