• Title/Summary/Keyword: Correspondence Analysis

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Quantification and Graphical Method for DNA Fingerprinting (유전자검사자료의 통계분석을 위한 수량화 및 그래프 방법)

  • 박미라
    • The Korean Journal of Applied Statistics
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    • v.15 no.1
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    • pp.85-105
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    • 2002
  • To explore the relationships among frequencies for sets of alleles, within or between loci, is one of the first analyses in population genetic study. The general question is whether the frequency of a set of alleles is the same as the product of each of the separate allele frequencies. For two alleles of a single locus, Hardy-Weinberg equilibrium is tested and for an allele from each of two loci, linkage disequilibrium is tested. However, it is more useful if we can quantify and graphically represent this information. In this study, we suggest graphical methods to find associations between alleles. We also analyze the STR data of Korean population as an illustration.

The analysis of the chemistry lecture content in the 1920s correspondence education textbook "JunghagGanguilog" (1920년대 통신교육 교재 『중학강의록』의 화학강의 내용 분석)

  • Youngmi Lee;Jongseok Park
    • Journal of Science Education
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    • v.47 no.2
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    • pp.167-179
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    • 2023
  • This study analyzes the "JunghagGanguilog (中學講義錄)" published by the JoseonTongsinJunghaggwan(朝鮮通信中學館), a correspondence school in the 1920s, as well as "Mungyoui Joseon (文敎の朝鮮)," "Sinjisig (新知識)," and newspaper articles to examine the situation of science education in correspondence education at that time. The study investigated the effectiveness of science education outside of schools by analyzing the content of chemistry lectures in correspondence education materials and comparing them with Qualification Exam questions. Correspondence education served as a communication channel for individuals in the 1920s who were unable to receive formal schooling and was a valuable educational method for those aiming to pass Qualification Exam for admission to higher-level schools. Due to the similarity between the chemistry lecture content and Qualification Exam questions, learners likely favored correspondence education, leading to higher learning abilities. Therefore, it can be seen that the Korean publication of "JunghagGanguilog" was a significant resource in the science education landscape at that time.

A Study on the Influence of Dietitians' Service Leadership on School Foodservice Employees' Attitudes (학교급식 영양사의 서비스 리더십이 조리종사원의 태도에 미치는 영향)

  • Son, Dae-Rae;Kim, Hyun-Ah
    • Journal of the Korean Dietetic Association
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    • v.15 no.3
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    • pp.298-310
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    • 2009
  • The purposes of this study were to examine school foodservice employees' awareness on dietitians' service leadership and to analyze the effects of the service leadership on employee attitudes (leader reliability, value correspondence, and leader satisfaction). Questionnaires were distributed to 208 school foodservice employees from November 2007 to January 2008. The results were as follows. First, in terms of the employees' perception on the dietitians' service leadership, service belief gained the highest score, followed by insight, attitude, and ability: the average score was 3.8 point. Second, the leader reliability and leader satisfaction scores perceived by the employees were over 3.8 point on average but the awareness on the value correspondence was 3.43 point. Third, among the service leadership factors, service belief (p<0.001) and insight (p<0.001) had positive effects on leader reliability. Also, service belief (p<0.01), service ability (p<0.001), and insight (p<0.01) had positive effects on value correspondence. Finally, service belief (p<0.001), service ability (p<0.05), and insight (p<0.001) had positive effects on leader satisfaction. Fourth, a hypothesis test using path analysis revealed that dietitians' service leadership produced positive effects on school foodservice employees' attitudes (leader reliability, value correspondence, and leader satisfaction). In conclusion, the service leadership of dietitians directly contributed to leader satisfaction, value correspondence, and leader reliability in school foodservice employees.

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Improvement Implication of Research Lab Safety based on Multiple Correspondence Analysis of Accident-related Factors (사고 특성요인들의 다중대응분석에 기반한 연구실안전 개선 방안)

  • Hyeon Kyo Lim;Yun Tae Kim
    • Journal of the Korean Society of Safety
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    • v.39 no.1
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    • pp.104-113
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    • 2024
  • Unlike in general manufacturing process, safety management in laboratory-based research area is complicated because the latter generally involves trying untested methods or handling unusual substances in small amounts. Laboratory accidents in South Korea have recently shown an increasing trend. Unfortunately, statistics on such accidents are not officially published by any domestic public agencies. In this study, multivariate analysis was performed on the relationships between variables to develop effective strategies for preventing laboratory accidents. A Cross-Tabulation Analysis of accident-related factors in 179 accident cases revealed that the laboratory type, accident type, and unsafe-act type are all statistically significant, whereas the unsafe condition and management factors differ with the statistical criteria. Furthermore, the results of a Multiple-Correspondence Analysis showed that accidents can be divided largely into three groups having different accident causes and injury types; this confirms the necessity of different strategies to prevent accidents of each type. The findings also reveal differences between the distribution of accident types mentioned in the accident case collection books and actual reported cases. This suggests that an official statistical system administered by a public institution would be necessary for effective prevention of laboratory accidents.

An Analysis of Illustrations in the 2009 Revised Elementary School Science Textbooks: Focus on Functions of Illustrations and Roles on 5E Inquiry Learning Process (5E 과학학습과정 상의 기능을 중심으로 한 2009 개정 초등과학교과서 삽화 분석: 3~4학년 지구과학 단원을 대상으로)

  • Kim, Jong-young;Ha, Ji-hoon;Lim, Heejun
    • Journal of Korean Elementary Science Education
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    • v.35 no.3
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    • pp.305-315
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    • 2016
  • The purpose of this paper was to analyze the role of illustrations in elementary textbooks (3~4 grade) of the 2009 revised curriculum of science education in Korea from point of view of aim of science by applying the criteria of 5E inquiry process model for reflecting core aim of the science education. The subjects of the paper was the 105 illustrations in the earth-science domain of elementary science textbooks (3~4 grade) of the 2009 revised curriculum of science education in Korea. The analysis criterion was of two categories, the function of illustration and the role of illustration. the function of illustration was divided into three subcategories such as Exclusiveness type, correspondence type and supplementary type. The role of illustration was divide into five subcategories such as Engagement, Exploration, Explanation, Elaboration and Evaluation. According to results of the illustration analysis are as follows: the result of the function of illustration are exclusiveness type 39, correspondence type 36 and supplementary type 30, the important of point to note is that there are a lot of exclusiveness type considerably. compared with other subjects, this fact indicate character of illustration of the only science textbook. The result of the role of illustration are Engagement 14, exploration 64, explanation 25, elaboration 2 and evaluation 0. This data indicate main role of illustrations in earth-science domain is to help the students to be able to observe and explore. Cross-analysis of the function and role was a significant difference. Role of illustration was evenly distributed within Exclusiveness type on the other hand, the role of illustrations was mainly exploration and explanation in correspondence and supplementary type. Especially, illustration of exploration was mainly correspondence type.

Distribution and Characteristics of Native and Exotic Plants on Cut Slopes and Rest Areas along Korean Highway Lines

  • Kim, Kee-Dae
    • Journal of Environmental Science International
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    • v.16 no.5
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    • pp.549-559
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    • 2007
  • Vegetation surveys were performed at 45 plots along 10 highways cut slopes in South Korea. Total floral inventory, species richness and exotic plant percentage were obtained within each plot. Life history and life form of each species appeared were analyzed. Community types were classified using hierarchical cluster analysis and detrended correspondence analysis and non-metric multidimensional scaling were conducted from vegetation matrix. 292 species of vascular plants were discovered and the number of natives and exotics were 226 and 66, respectively. There were no significant differences of species richness and exotic plant percentage between cut slopes and rest areas. Hierarchical cluster analysis indicated five clear vegetation associations in cut slopes and rest areas. Detrended correspondence analysis indicated that species composition of total and native plants were similar along the highway cut slopes whereas exotic plants were distributed differentially along the highway cut slopes. in non-metric multidimensional scaling, the studied sites were more separated from each other on the basis of their species composition than the results of detrended correspondence analysis with respect to total, native and exotic plants. The both ordination represented that exotic plants have not been made uniform yet on cut slopes and rest areas by highway corridor in spite of diverse chronosequences after highway construction termination (1 to 22 years). This study showed that the distribution of species composition in exotic plants was different and localized on cut slopes and rest areas of highway in this representative peninsula area of North East Asia and the invasion of exotic plants can retard the process of plant species homogenization.

The Application of Bootstrap Methods for Correspondence Analysis (대응분석에 있어서 붓스트랩 방법의 활용에 대한 고찰)

  • 강창완;김대학;전명식
    • The Korean Journal of Applied Statistics
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    • v.14 no.2
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    • pp.401-413
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    • 2001
  • 이차원 분할자료에 대해서 행과 열의 관계를 저차원상에 시각적으로 표현하는 탐색적대응분석에 대하여 붓스트랩방법의 사용가능성을 살펴보았다. 기존의 탐색적 면만이 강조되어 왔던 대응분석에서 좌표점의 변이와 좌표점간의 거리에 대한 통계적 추론을 붓스트랩방법으로 해결할 수 있음을 보이고 또한 좌표축의 설명력에 대하여 붓스트랩신뢰구간의 포함확률의 일치성을 모의실험을 통해 제시하였다.

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Importance perception on the sanitation and cleanliness of family restaurant employees (패밀리레스토랑 종업원의 위생과 청결에 관한 중요도 인식)

  • Ko Ho-Seok;Kim Sun-Kyung;Kim Dong-Ki;Kim Beom-Jin
    • Korean journal of food and cookery science
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    • v.21 no.2 s.86
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    • pp.155-162
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    • 2005
  • The purpose of this study was to identify factors associated with sanitation and cleanliness regarding the importance of family restaurant employees in the Ulsan and Busan areas. Accordingly, this study conducted a suey questionnaire consisting of 28 measures of food-service as well as major subject descriptors. From the results, the frequency, descriptive, factor, correspondence analysis, major findings and marketing implications could be summarized as follows: First, 6 factors were extracted: cooking and control factor, food and tableware handling factor, personal cleanliness condition factor, purchase and receiving factor, unit food material store factor and Kitchen utensil sanitation factor. KMO and Bartlett' stest statistics showed that the data fitted the factor analysis well. Results of factor analysis, average variance extracted estimates and shared variance showed that the convergent and discriminant validity of 6 factors are supported and Cronbach's alpha showed that the internal consistency of the 6 factors was supported. Second, correspondence analysis indicated that statistically significant relationships existed between some of the family restaurant employee sanitation and cleanliness factors and the family restaurant enterprise.

Analysis of Occupational Accident Types in the Apartment Construction Sites using Multiple Correspondence Analysis (다중 상응 분석을 통한 아파트 건설현장 업무상 재해 유형 분석)

  • Ryu, Han-Guk;Son, Seunghyun
    • Journal of the Korea Institute of Building Construction
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    • v.20 no.3
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    • pp.269-278
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    • 2020
  • In this study, we analyzed the safety accidents that occurred in the apartment construction site and the correlations between the victims according to the type of work accidents through multiple correspondence analysis. There is a lack of disaster-related studies on apartment construction sites, the third most frequent building type in Korea, and most of them have used survey techniques. Therefore, the exploratory data analysis was conducted in industrial accident cause data, and derived the correlation analysis between each disaster victim through multiple correspondence analysis. The results of the study are summarized in two as follows. First, as the number of heights increased due to the high rise and complexity of apartments, the fall rate and mortality rate were high. In addition, deaths are mostly caused by very few experienced workers or those with more than 10 years of experience, resulting from safety training, lack of experience, and insensitivity to safety. Second, multi-correspondence analysis showed that most safety accidents can be prevented by wearing safety equipment, and following proper work process and its safety action. The key factors derived from this study can be used for safety education, supervision, and management in apartment construction sites.

An Analysis the Relationship between User characteristics by Forest Welfare Facilities: Focusing on Correspondence Analysis (산림복지시설별 이용객 특성과의 관계 분석: 대응분석을 중심으로)

  • Dong-Hoon Kim;Byung-Hoon Kang;Eun-Jee Lee;Hee-Ji Kang;Jeong-Hee Lee
    • Journal of Korean Society of Forest Science
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    • v.113 no.1
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    • pp.1-13
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    • 2024
  • This study used the results of the 2022 national survey of forest welfare facilities and space users conducted in the Republic of Korea to identify the associations and combination patterns among use of forest welfare facilities and various user characteristics. In addition, a correspondence analysis-namely, a categorical data analysis-was performed regarding four facilities: National Natural Recreation Forest, National Soopchewon, National Forest Trail, and National Healing Forest. The cross-analysis revealed highly significant differences (p < .001) in the age, household income per month, means of transportation, companion type, path to information acquisition, and purpose of visit among the users of forest welfare facilities. Moreover, the results of the correspondence analysis demonstrated that users of National Soopchewon and National Healing Forest were distinguished from users of the other forest welfare facilities based on demographic characteristics such as age and household income per month. In addition, the means of transportation of National Forest Trail users differed from that of users of the other forest welfare facilities. Moreover, users of National Soopchewon were associated with the type of public group visit, acquisition of information from the websites of related institutions and facilities and via online portals, and the purpose of participating in education and experiencing education programs. Therefore, the companion type, path to information acquisition, and purpose of visit on the part of users of National Soopchewon could be differentiated from those of users of other forest welfare facilities. The findings of this study revealed the associations and combinations among forest welfare facilities and the characteristics of users of such facilities, with the scope of utilization of the forest welfare facility user data being expanded via correspondence analysis.