• Title/Summary/Keyword: common factor analysis

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Heritabilities of Facial Measurements and Their Latent Factors in Korean Families

  • Kim, Hyun-Jin;Im, Sun-Wha;Jargal, Ganchimeg;Lee, Siwoo;Yi, Jae-Hyuk;Park, Jeong-Yeon;Sung, Joohon;Cho, Sung-Il;Kim, Jong-Yeol;Kim, Jong-Il;Seo, Jeong-Sun
    • Genomics & Informatics
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    • v.11 no.2
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    • pp.83-92
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    • 2013
  • Genetic studies on facial morphology targeting healthy populations are fundamental in understanding the specific genetic influences involved; yet, most studies to date, if not all, have been focused on congenital diseases accompanied by facial anomalies. To study the specific genetic cues determining facial morphology, we estimated familial correlations and heritabilities of 14 facial measurements and 3 latent factors inferred from a factor analysis in a subset of the Korean population. The study included a total of 229 individuals from 38 families. We evaluated a total of 14 facial measurements using 2D digital photographs. We performed factor analysis to infer common latent variables. The heritabilities of 13 facial measurements were statistically significant (p < 0.05) and ranged from 0.25 to 0.61. Of these, the heritability of intercanthal width in the orbital region was found to be the highest ($h^2$ = 0.61, SE = 0.14). Three factors (lower face portion, orbital region, and vertical length) were obtained through factor analysis, where the heritability values ranged from 0.45 to 0.55. The heritability values for each factor were higher than the mean heritability value of individual original measurements. We have confirmed the genetic influence on facial anthropometric traits and suggest a potential way to categorize and analyze the facial portions into different groups.

Analysis on Torso Shapes of Women in 50s and 60s (50~60대 여성의 체간부 체형분석)

  • Kim, Hyo-Sook;Lee, So-Young;Kim, Ji-Min;Lee, Jun-Hyuk
    • Journal of the Korean Society of Clothing and Textiles
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    • v.36 no.3
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    • pp.311-323
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    • 2012
  • This study establishes the initial data to develop a well-fitted underwear pattern by categorizing and analyzing torso types based on body measurements of women in their 50s and 60s. The results are as follows: First, the statistical assessment on the body measurements showed meaningful differences among age groups in twenty seven items (except for bust breadth, hip width armscye depth, hip depth, neck base circumference, armscye circumference, chest circumference, hip circumference, bishoulder length, shoulder length, front interscye, back interscye, weight and inclined angle of left shoulder). Women in their early 50s and late 60s (respectively) showed the highest values in height and depth. Second, there are five body factors according to the results of the factor analysis: Factor 1 (circumference, width, and depth of upper body measurements) - the degree of body depth and obesity, Factor 2 (height and vertical length) - The vertical torso length, Factor 3 - the size of shoulder, Factor 4 - the vertical upper body length, and Factor 5 - the size of shoulder angle. Third, the results of the cluster analysis showed that there are four distinctive body types. The largest number of the study subjects was related to Type 3 (30.69%), followed by Type 2 (26.78%), Type 1 (25.84%), and Type 4 (16.69%), respectively. For distribution of age groups by body type, Type 3 was the most common among the 60s group while Type 2 appeared most frequently among the 50s.

A Study on the Spatial Image and Visual Preference for Front Gardens of High School (고등학교 전정의 공간 Image와 시각적 선호도 조사에 관한 연구)

  • 진희성;서주환
    • Journal of the Korean Institute of Landscape Architecture
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    • v.13 no.2
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    • pp.37-70
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    • 1985
  • The purpose of this study is to present objective basic data for environmental design by the quantitative analysis of visual quality emboded in physical environment. For this, as for the front garden of high schools, the spatial image was measured by the S.D. Scale Method, Factor Analysis was proceeded by the principal component analysis and the visual preference was investigated by the Paired Comparision Method. The scale values of plain and unpleasant road surface and external appearance of buildings, which are related to emotions of simpleness fell from straightness and stability, were found to be high. But, except for the road surface of Kyunggi High School, scale values of variables explaining the variation of the quality of materials, level of floor and rythm were generally low. For all green spaces, scale values of variables explaining the degree of pleasantness was found to be generally high. And, those explaining tidiness and characteristics of green spaces were not in the same tendency. But, the green spaces of Youngdong High school can be considered to the space with plenty of visual absorption uniqueness were high. As for the correlation between variables, variables for green spaces(12 and 26) and those for overall view of front garden( 1 and 4) revealed high positive correlation. Also, "order - disorder" and "convenient- incovenient" included in road surface variable can be regarded to have the same meaning since the correlation coefficient between them is very high, 0.7045. Image variables including road surface, external appearance of buildings, green spaces and overall view of front garden showed 91.21~61.08% of total variance. Thus, the remains can be considered to be the error valiance or specific variance. In Fctor I, II and III, main components explaining the road surface image of front gardens are order, hardness, texture, color, gradient and rythm. As for the external appearance of b wilding, variables of color, hardness, stability, peculiality and shape revealed high values of factor load. For all variables, communality was drastically high and ellen values and common variance were found to be very high in Factor I. As for the front gardens, variables explaining volume and peculiarity were found to be the main components of Factor I. In Factor II and III, variables of factor load were tidiness, pleasantness.

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A Comparative Study of Motivation Factors between the Gifted and Average Students based on Implicit Theory (과학영재의 동기에 대한 암묵적 이론 접근)

  • 김언주;육근철;김성수;윤여홍
    • Journal of Gifted/Talented Education
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    • v.11 no.3
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    • pp.99-129
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    • 2001
  • The purpose of the present study is to determine antecedents in the area of subject matters and to compare these factors between average student group and gifted student group, based on the implicit theory proposed by Sternberg(1993). The average group consisted of 350 primary school students (boy 172; girl 178) from a primary school and 380 middle school students (boy 221; girl 159) from a middle school in Taejeon Metropolitan City. The gifted group consisted of 181 primary school students (boy 130; girl 51) and 154 middle school students (boy 92; girl 62) from the Center for the Gifted Education of the Kong Ju National University. A questionnaire was developed by the authors. It consisted of 30 research questions related to reasons why they studied those subject matters hard. It took about 40 minutes to complete the questionnaire. Several exploratory factor analyses and confirmative analyses were conducted. The main results obtained were as follows: The subject matters all the students of the present study were English and Math. The main reasons why they studied those subject matters hard were interest, utility, competition, self-esteem, entrance examination, recognition, punishment avoidance, etc. A factor analysis revealed that, for the elementary school students, recognition and interest were factors for the average students, whereas knowledge acquisition was an unique factor for the gifted. Utility was common factor for both groups. A factor analysis revealed that, for the middle school students, knowledge acquisition was the main factor for the average students, whereas competition was the unique factor for the gifted. Recognition, interest, and utility were common factors for the both groups.

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A Study on Cause-and-Effect Analysis between the Environmental Factors of Residential Area at the University Dormitory and the User Satisfaction (대학 기숙사 주거기능영역의 환경인자와 사용자 만족도의 인과분석 연구)

  • Park, Hang-Ja;No, Young-Ran;Park, Sung-Jin
    • Korean Institute of Interior Design Journal
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    • v.17 no.5
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    • pp.141-149
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    • 2008
  • This study aims to understand functional spaces within university dormitory, examine the influences of residential environment factors and personal characteristics on users' satisfaction through what parameters and probability among these parameters and seek improvement methods for dormitory users to live at dormitory as the best residential space through causal analysis of residential space uses at university dormitory based on such a probability. Research methods include theoretical research of architectural space characteristics of university dormitory facilities through literature survey, analysis of satisfaction with spaces and their uses through questionnaire and causal analysis of each residential environment factor after making route model using data obtained from the results of analysis. The results of this study are as follows. Factors affecting residents' satisfaction with cultural activities of residential environment factors are safety, territoriality, interior finishing and complexity and those affecting residents' educational activities are safety and amenity of space. Residential function space of university dormitory must have spatial planning that social activities including individual and small group culture and educational activities from the view of spatial territoriality and flexibility based on safety and amenity and facilities related to continuity and connection of common space and unit residential space should be decentralized rather than centralized.

Customer Perception Levels towards Service Quality Attributes of University Residence Hall Foodservice by Importance-Performance Analysis (중요도-수행도 분석을 이용한 대학 기숙사 급식소의 서비스 품질 속성에 대한 고객 인식분석)

  • 양일선;강혜승;원지현
    • Korean Journal of Community Nutrition
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    • v.5 no.4
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    • pp.662-671
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    • 2000
  • The purpose of this study was to analyze university students' perception of service quality attributes in residence hall foodservice. Questionnaires were hand delivered to 1,210 university students residing in a residence hall. A total of 1,011 was usable, resulting in an 83.6% response rate. The survey was conducted between October, 1998 and May, 1999. A statistical data analysis was completed using the SAS/Win 6.12 for Descriptive Analysis, $X^2$-test, t-test, ANOVA, Spearman Correlation, and Common factor Analysis, and Importance- Performance Analysis(IPA) was completed. Significant negative correlations between importance and performance were found with 'abundance of foods'(p < 0.001), 'discontent handling'(p < 0.001), and 'availability of new menus'(p < 0.01). factors including food, menu, sanitation, atmosphere, facilities, employee's attitude, and convenience were rearranged and a new dimension was created with the service. Employee's attitude and service factors received the highest scores in customer perception of importance and performance. Food, menu, and convenience factors were included in Quadrant A. female students had significantly higher importance mean scores than males, while males had significantly higher Performance mean scores. (Korean J Community Nutrition 5(4) : 662~671,2000)

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Tertiarization and Changes in the Demand for Job-based Skills - Focusing on Cognitive Skills and Interactive Skills - (서비스화가 일자리 숙련구조에 미친 영향 - 인지적 숙련 및 상호적 숙련을 중심으로 -)

  • Hwang, Soo Kyeong
    • Journal of Labour Economics
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    • v.30 no.3
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    • pp.1-41
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    • 2007
  • Since Korea experienced a 'jobless growth' in 2003, creating jobs in the service sector has been considered as a top priority employment agenda. However, despite high employment outcomes in services, labor productivity remains stagnant in the service sector in recent years. A great deal of concern has been raised regarding newly created service jobs. Critics say low productivity in the service sector will harm the engine of economic growth in our country. This paper investigates the side of the demand for quality of labor, namely, the demand for skills as one of the main source of low productivity in the service sector. To analyze the changes of skills demand, this paper suggests the concept of job-based skills instead of worker-based skills and presents the way of constructing measures of job-based skills. By means of common factor analysis using job information in the Korean Dictionary of Occupational Titles, I extract 4 direct measures of job-based skills, such as cognitive skills, physical skills, fine skills, interactive skills. These skill measures are used to explore and to test how the skill structure changed in the service sector during 2002-2006. Empirical Results show that whereas the goods sector makes progress toward upskilling being represented by increased cognitive elements and softenization of tasks, the service sector, although high-educated workers increased, exhibits trends of deskilling in the sense of job-based skills during 2002-2006 in Korea. The trend of deskilling however does not seem a general aspect in the overall service sector. Rather, it seems a compound process that high-skilled jobs are created, but, on the other hand low-skilled jobs requiring physical labor are produced at the same time.

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A Periodic Change of Landscape Charicteristics and Visual Preference with Open Space of Apartment Complex -Specially Focused on Apartment Sites in Cheongju City- (시대적변천에 따른 아파트단지의 경관적특성 및 선호도에 관한 연구 - 청주시 아파트 단지를 대상으로 -)

  • Shim, Sang-Ryul
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.14 no.2
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    • pp.83-96
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    • 2011
  • The open space of apartment complex has changed diversely according to construction periods which were divided into the introduction stage (the 1980s), the development stage (the 1990s), and the maturity stage (after 1999). This study set out to analyze the periodic changes of visual characteristics and preference with the open space of apartment complexes in Cheongju City. For analysis of visual characteristics and preference, nineteen adjectives that were determined to sufficiently express the feeling of the open space of apartment complex. The results are as follows. As for adjective image assessment by using descriptive statistics, favorable images were shown in complexes of maturity stage phase that were constructed after the liberalization of apartment sale in 1999. These results may be caused both by quantitative increase and diversification of materials in planting and landscaping furniture and by nature-friendly designing. The results of factor analysis by Varimax rotation method showed that common variance was 73.9%, which indicates higher explanation. The nineteen adjectives could be divided into three factors, 'pleasantness factor,' 'negative factor,' and 'irregular factor.' Visual preference was analysed by using Least significant Difference (LSD) by analysis of variance : complexes of maturity stage phase that were constructed according to the liberalization of apartment sale in 1999 were highest in assessment. The correlation between view preference and adjective images was analyzed by multiple regression analysis, and 'feeling like walking,' 'well-arranged,' 'beautiful,' 'friendly,' and 'clean' (in order) were adjective images that most affected the preference. As for the analysis of the correlation between visual preference and physical components of view, the preference increased as the rate of pavement and greens was higher, while it decreased as size of building was larger. Therefore, backgrounds of walking and greens had strong effects on the preference.

The Effect of Foreigner's Ethnic Food Attitudes on Purchasing Intentions of Korean Foods (외국인의 에스닉 푸드에 대한 태도가 한식 구매 의도에 미치는 영향)

  • Kim, Sun-Joo;Lee, Kyung-Hee
    • Journal of the East Asian Society of Dietary Life
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    • v.23 no.3
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    • pp.265-272
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    • 2013
  • In order to globalize Korean foods successfully, it is necessary to understand foreigners' attitudes about ethnic foods and how foreigners perceive Korean foods. It would be valuable to survey the degree of interest from foreigners when purchasing Korean foods. Thus, a survey was performed on the most common tourists in Korea, the Japanese, Chinese and Americans. 313 respondents completed the survey on ethnic foods (16 questions), purchasing intention of Korean foods (3 questions), and socio-demographic conditions (9 questions). Factor analysis and reliability analysis were conducted to identify the indicators of attitudes toward ethnic foods. Correlation analysis was conducted to confirm the relation between attitudes toward ethnic foods and Korean food purchasing intention. From the results of factor analysis, 5 factors emerged from the 13 out of 16 questions; and were labeled new food seekers, ethnic food seekers, familiarity seekers, new taste seekers and challenge seekers. Items were analyzed to determine the differences according to nationality by using the ANOVA, and it showed that Americans have the highest Korean food purchasing intentions. The regression analysis indicated that attitude factors on ethnic foods, new foods and new taste seekers are strongly related to Korean food purchase intentions.

A Study on the Power Factor Correction and Harmonics Reduction of Capacitor Banks installed at Customers (수용가에 설치된 캐패시터 뱅크의 역률개선 및 고조파 저감에 관한 연구)

  • Kim, Kyung-Chul;Choi, Hyoung-Bumb
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.22 no.8
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    • pp.12-17
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    • 2008
  • Most power system loads and delivery apparatus are inductive in nature and therefore operate at a lagging power factor. Applying capacitor banks to a customer will result in a power factor correction and other benefits such as VAR support, increased voltage, reduced power losses, and reduced billing charges. Also there can be power quality problems as a result of adding capacitor banks. The most common are harmonics. This paper provides an in depth analysis on the power factor correction and harmonics reduction of capacitor bank installed at a customer. The EDSA program was used as a simulation tool for the case study.