OBJECTIVETo compare and appraise the quality of germplasm resource of Ophiopogon japonicus in Sichuan basin.

METHODAccording to the main contents and yield traits, 24 wild germplasm resources of O. japonicus from different areas of Sichuan basin were comprehensively compared by the SPSS 17.0 software with principal component analysis and cluster analysis.

RESULTThe six samples of Ziyang, Jianyang, Leshan, Yibin, Chongqing, Mianyang, their comprehensive evaluation value of quality were higher than the others, and the sample of Ziyang had the best quality, the sample of Dazhou had the least quality, the results of the cluster analysis to raw data were also shown a similar results as principal component analysis.

CONCLUSIONThe wild resources of O. japonicus in Sichuan basin is rich, there are much differences among their quality; the method, through principal component analysis to study the comprehensive evaluation of the O. japonicus quality, is reliability and the results of cluster analysis is also support the conclusions, it could be able to provide a reference to select high O. japonicus quality resources.

OBJECTIVES: The aim of this study was to test the reliability and validity of the Korean version of Interpersonal Reactivity Index (K-IRI). METHODS: A total of 484 participants were included in this study. Internal consistency and test/retest reliability (n=35) were examined. Criterion validity of the K-IRI was assessed against Affective Dimension of the 3D-Wisdom Scale. Factor analyses were also performed using principal component analysis with varimax rotation. RESULTS: The internal consistency of the K-IRI was 0.80, and test-retest reliability was 0.76. Criterion validity was evaluated by correlating the K-IRI with the Affective Dimension of 3D-Wisdom Scale (r=0.31). Factor analyses revealed factor structures similar to the original IRI. CONCLUSION: The K-IRI appeared to be a reliable and valid instrument for assessing empathy in the Korean population. This suggests that this scale may be applicable in clinical trials, research, and clinical practice.
Empathy ; Principal Component Analysis ; Reproducibility of Results

PURPOSE: The purpose of the study was to investigate the meaning of the life of middle-aged women. METHOD: The research method employed Q-methodology. Thirty-one participants rated 30 selected Q-statements on a scale of 1~7. The collected data were analyzed using PC-QUNAL software. RESULT: Principal component analysis identified 4 types of the meaning of the life of middle-aged women. The categories were labeled 'May I help you?', 'Alone', 'Who am I ?', 'No regret'. CONCLUSION: We have found meaning of life of middle-aged women through this research. The study result could be data to perform effective nursing intervention for positive life of middle-aged women.
Female ; Humans ; Nursing ; Principal Component Analysis

When people have experienced a personally life-threatening event, individuals try to find the meaning of suffering. In order to provide nurses with information about how meaning is individually experienced, nurses should assess the degree of suffering and the patient's perceptions of the meaning of suffering. The purpose of this study is to assess the reliability and validity of the Korean version of the MIST (the Meaning of Suffering Test) instrument originally developed by Starck (1983). The MIST consists of PART I and II. In this study, the validity and reliability of MIST I is tested except MIST II consisting of 17 open questions. The translation involved four steps: translation into Korean, checking agreement, translation into English, and arriving at a consensus. Then the Korean version of the MIST, PART I was tested with a sample of 160 patients with cancer who have experienced suffering. The Cronbach's alpha coefficient for internal consistency was .92 for the total 20 items and .91, .89, and .88 for the three dimensions in that order. As a result of the factor analysis using principal component analysis and varimax rotation, three factors with eigenvalue of more than 1.0 were extracted and these factors explained 93.6 percent of the total variance. The items clustered together in this study were almost identical with initial scale and subscales reported by Starck. The instrument for accessing patients' perceptions of the meaning of suffering was identified as a tool with a high degree of reliability and validity. In this sense, this tool can be effectively utilized for assessment in caring for patients with cancer.
Consensus ; Humans ; Principal Component Analysis ; Reproducibility of Results*

OBJECTIVES: We developed a Korean version of the Brief Measure of Worry Severity(BMWS), and examined its reliability, validity, and factor structures. We also explored the associations of pathological worry with depression and anxiety. METHODS: Three hundreds fifty-two subjects including community population and college students completed the BMWS, and 27 subjects repeated the scale three weeks later. Reliability was assessed by Cronbach's coefficient alpha and test-retest correlation. The external validity was examined by the correlation of the BMWS score with the scores of Beck Depression Inventory(BDI), Patient Health questionnaire-2(PHQ-2), State Anxiety Inventory(SAI), and Trait Anxiety Inventory(TAI). And principal component analysis was performed to evaluate the construct validity. The associations of pathological worry with depression and anxiety were explored using partial correlation analysis. RESULTS: Cronbach's coefficient alpha for the BMWS was 0.904 and test-retest correlation was 0.56(P<0.01). The Spearman correlation coefficients of the BMWS score with the scores of BDI, PHQ-2, SAI, and TAI were 0.60(P<0.01), 0.42(P<0.01), 0.36(P<0.01), and 0.59(P<0.01), respectively. The BMWS showed unifactorial construct. When controlling for TAI score, the correlation coefficient between the BMWS score and the BDI score was 0.357(P<0.01), and when controlling for BDI score the correlation coefficient between the BMWS score and the TAI score was 0.446(P<0.01). CONCLUSION: The Korean version of the BMWS was found to be a reliable and valid questionnaire for measuring pathological worry. And we could identify the associations of the pathological worry with depression as well as anxiety.
Anxiety ; Depression ; Humans ; Principal Component Analysis ; Questionnaires

In the present paper, the contribution of the largest principal component and the number of principal component needed for accumulative contribution 95% are selected as indices of electroencephalogram (EEG) in mental fatigue state in order to investigate the relationship between these parameters and mental fatigue. The experimental results showed that the contribution of the largest principal component of EEG signals increased in the prefrontal, frontal and central areas, while the number of principal component needed for accumulative contribution decreased by 95% with the increasing mental fatigue level. The parameters of singular system of EEG signals can be regarded as useful features for the estimation of mental fatigue and have larger application value in the study of mental fatigue.
Electroencephalography ; Humans ; Mental Fatigue ; Principal Component Analysis

OBJECTIVETo explore the character of inorganic elements in Polygonum multiflorum.

METHODThe contents of elements such as Al, B, Ba, Ca, Cu, Mn, Mg, Fe, Na, Ni, P, Se, Sr, Ti and Zn in nine P. multiflorum samples were determined by means of ICP-AEC. The results were used for the development of element distrubution diagram. The principal component analysis and one-way ANOVA of SPSS were applied for the study of characteristic elements in P. multiflorum.

RESULTThe contents of Al, Ca, K, Mg, Sr,Ti in wild P. multiflorum were remarkable higher than those in cultured P. multiflorum, and there was no significant difference between cultured and wild in the other elements. Five principal components which accounted for over 90% of the total variance were extracted from the original data. The analysis results show that Al, B, Ba, Fe, Na, Ni, Ti, Ca and Sr may be the characteristic elements in P. multiflorum. The element distrubution diagram of the sample from Tianyang was remarkable different comparing with the others.

CONCLUSIONThe principal component analysis could be used in data processing in inorganic elements.

From the perspective of market classification of Cnidii Fructus, this paper revealed the scientific connotation of evaluating the quality grade of Cnidii Fructus by its appearance traits. Thirty batches of Cnidii Fructus in different grades were selected as the research objects. The canonical correlation analysis and principal component analysis(PCA) were used to explore the measurement values of 15 appearance traits and intrinsic content indexes. The results of correlation analysis showed that except the aspect ratio, the 5 appearance trait indexes(length, width, 1 000-grain weight, broken grain weight proportion, and chroma) and 9 internal content indexes(the content of moisture, total ash, acid insoluble ash, osthole, imperatorin, 5-methoxy psoralen, isopimpinellin, xanthotoxin, and xanthotol) showed significant correlation to varying degrees. In addition, there was a significant positive correlation between the first typical variable U_1 composed of appearance traits and the first typical variable V_1 composed of internal content indexes(CR_1=0.963, P<0.01). The results of PCA showed that the classification results of appearance traits for 30 batches of Cnidii Fructus were consistent with the actual information of the samples. Under the same analysis conditions, 30 batches of Cnidii Fructus were reclassified by 9 groups of internal content indexes, and the analysis results were consistent. From the classification standard of the appearance traits of the system study, the statistical results of 6 appearance traits of Cnidii Fructus showed a correlation with grades. There was a good correlation between the appearance and the internal content of Cnidii Fructus, and the appearance quality effectively predicted the level of the internal content. There is a certain scientific basis for the quality classification of Cnidii Fructus by main appearance traits. Appearance classification can replace quality grading to realize the "quality evaluation through morphological identification" of Cnidii Fructus.
Fruit ; Phenotype ; Principal Component Analysis ; Social Group

OBJECTIVE: The Coping Inventory for Stressful Situations (CISS) is a globally recognized measure of stress coping methods. However, research into the applicability of the CISS in a Korean context is still in its infancy. The aim of this study is to assess and report the validity of the CISS in Korean adults for the first time. METHODS: Three hundred and two Korean adults who currently have no distressing problems requiring psychiatric treatment completed the Korean version of the CISS. Principal component analysis was used to extract factors in the process of exploratory factor analysis. RESULTS: The result displayed a clear pattern matrix, and a high level of internal consistency was shown by Chronbach's alpha. The items classified under task-oriented and emotion-oriented coping presented adequate factorial validity, and only three items grouped under avoidance-oriented coping loaded poorly or loaded onto factors differing from the original. CONCLUSION: These results seem to indicate that the CISS may indeed be both applicable and useful in gauging the coping styles of Korean adults. However, the ambiguous meanings of certain items under avoidance-oriented coping would require adjustment for the purposes of future study.
Adult* ; Factor Analysis, Statistical ; Humans ; Principal Component Analysis ; Psychometrics*

Our previous principal component analysis conducting on reference points, lines and angles, and a vectordeveloped polar coordinate system has elucidated that the components of eigenvectors had positive relationships in the curvature of anterior teeth segment, between the protrusion of canines and degree of arch roundness, and in the length-to-width ratio of 62 maxillary dentitions, which were preliminarily classified with reference to the conventional Thompson's morphological descriptions for dental arch forms. In the present study on morphological characters of the maxillary dentitions, we conducted a Fourier analysis on the previously obtained data. We observed that the amplitude of 2nd, 3rd and 4th Fourier harmonics were closely correlated with the length-to-width ratio, curvature of the anterior teeth segment, and the curvilinear contour of maxillary dental arches. In addition, the relationships between previously estimated data and the constant value and the amplitude of the Fourier series were examined by analysis of correlation coefficients (p<0.01). The results of the present study suggest that the morphology of maxillary dentitions consists of three essentials-the length-to-width ratio, the curvature of anterior teeth and the curvilinear contour of dental arches.
Dental Arch ; Dentition ; Fourier Analysis ; Principal Component Analysis ; Tooth