• Title/Summary/Keyword: Hierarchical data

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The Effects of the Individual, Family and School Related Variables on the Maturity of Career Attitudes in Middle School Students (개인.가족.학교관련 변인이 중학생의 진로태도성숙에 미치는 영향)

  • Lee, Eun-Jeong;Jang, Yoon-Ok
    • Journal of Families and Better Life
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    • v.26 no.5
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    • pp.355-376
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    • 2008
  • The purpose of this study was to investigate the variables that had an effect on the maturity of career attitude in middle school students. Independent variables were categorized into three groups: individual-related variables, family-related variables, and school-related variables. The individual-related variables were gender difference, academic year, academic achievement, and self-efficacy. The family-related variables were socio-economic status of the family, communication about career with parents, parental support, sibling's support, and value orientation of the family. The school-related variables included communication about career with friends, teacher's support, and friend's support. The subjects of this study were 490 students who were selected at random from first, second, and third grade of middle school in Daegu. A questionnaire was used for the survey. It consisted of a career attitude maturity scale, a self-efficacy scale, a communication scale, a value orientation of the family scale, and a social support scale. The data was analyzed by factor analysis, multiple regression analysis, and hierarchical regression analysis. The major findings of this study are summarized as follow: First, among the individual-related variables that had an effect on the maturity of career attitude in middle school students, self-efficacy affected all sub-factors of how mature they were in matters relating to career. Academic achievement affected decisiveness and preparation-- maturity of career attitude subfactors. And gender difference and academic year affected preparation and goal orientation. Second, the results of the family-related variables that had an effect on the maturity of career attitudes in middle school students were that communication about career with parents affected decisiveness, preparation, and confidence-- maturity of career attitude sub-factors, socio-economic status of the family and sibling's support affected confidence. And value orientation of the family affected goal orientation and independence. Third, the results of the school-related variables that had an effect on the maturity of career attitude in middle school students were that communication about career with friends affected preparation-- a maturity of career attitude sub-factor; teacher's support affected decisiveness, preparation, and confidence; and friend's support affected confidence and independence. Fourth, decisiveness, preparation, and confidence among the maturity of career attitude sub-factors were affected the most by individual variables. And self-efficacy was the most significant. Goal orientation and independence were affected the most by family-related variables.

Effects of Educational Context Variables on Science Achievement and Interest in TIMSS 2015 (TIMSS 2015에서 과학 성취도와 흥미에 영향을 주는 교육맥락변인 분석)

  • Kwak, Youngsun
    • Journal of The Korean Association For Science Education
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    • v.38 no.2
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    • pp.113-122
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    • 2018
  • The purpose of this study is to investigate the effects of the educational context variables on students' science achievement and interest in TIMSS 2015. TIMSS 2015 science data and questionnaire results were used to fit the Hierarchical Linear Model (HLM) in this study. According to the results, books at home, parents' level of education, and students' views on science lessons have significant influence on science achievement of above-high level 4th-grade students, and books at home on below-intermediate level 4th-grade students. Books at home, students' views on science lessons, and school composition by student economic background have significant influence on science achievement of above-high level 8th-grade students, and books at home and students' views on science lessons on science achievement of below-Intermediate level 8th-grade students. In all grade levels, books at home, and students' views on science lessons have significant influence on science achievement and interest. Discussed in the conclusion are ways to improve science teaching and learning including offering systematic reading programs for all students, reinforcement of student-participation in science classes, connecting science hands-on activities with science concepts for below-Intermediate level elementary students, and so on.

Cluster Analysis by Children's Basic Learning Ability and Mother's Achievement Expectation Anxiety:Predictability of Children's Self-regulation Ability and Mother's Learning Involvement (유아의 기초학습능력과 어머니의 성취기대불안에 따른 군집화:유아의 자기조절능력과 어머니의 학습관여의 군집 예측가능성)

  • Jun, Eun Ock;Choi, Na ya
    • Korean Journal of Child Education & Care
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    • v.17 no.1
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    • pp.75-98
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    • 2017
  • This study examined the possibility of clustering using 5-year-old children's basic learning ability and mothers' achievement expectation anxiety, and compared the impact of the children's self-regulation ability and mothers' learning involvement for each cluster. The subjects were 239 children (120 boys & 119 girls) aged 5 and attending 9 kindergartens in Seoul, Gyeonggi and Incheon, and also their mothers. The collected data were analyzed using non-hierarchical (K-means) cluster analysis and multivariate logistic regression analysis. The findings of this study were as follows. First, the mother-child pairs were classified into four clusters of 'high learning ability-high expectation anxiety', 'high learning ability-low expectation anxiety', 'low learning ability-low expectation anxiety', or 'low learning ability-high expectation anxiety'group. Second, the level of child's self-monitoring, self-control, and mother's respect and love were significantly higher in the 'high learning ability-low expectations anxiety' group than the 'low learning ability-high expectation anxiety' group. Also, pressure for academic achievement was higher in the 'high learning ability-high expectation anxiety' group than the 'low learning ability-low expectations anxiety' group. Third, child's self-monitoring, mother's pressure for academic achievement, home learning activities, and respect/love for child predicted the clustering using children's basic learning ability and mothers' achievement expectation anxiety.

The Problems of the Archaeological Approaches to the Bronze Age Society (한국 청동기시대 '사회' 고고학의 문제)

  • Lee, Seong-Ju
    • KOMUNHWA
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    • no.68
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    • pp.7-24
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    • 2006
  • This article is the critical review of the methods and assumptions with which the Korean archaeologists have tried to approach to the Bronze age society. It was not until the 1980s' that there had been any attempt to define the relevant units for the study of past societies. Before the archaeological records of megalithic builders in the Bronze age began to be analyzed to find out the general traits of chiefdom society, Korean archaeologists had described the variations in the cultural, rather than the social, entities. From the 1990s' , some scholars have attempted to reconstruct the scale and organization of the social groups and explain the growth of polities in evolutionary view, analyzing the hierarchical distributions of settlement data. In the concluding remarks of the review, I would like to indicate the some problems in the conceptualization of the material culture patterning in the regional and/or inter-regional level. First, the conceptual problem which appeared when the Bronze archaeologists define the distribution of artifact assemblages, composed of the specific artifact traits , beyond the instrumental categories that are efficient for the establishments of regional chronologies. It is evidently erroneous conceptualization that we define the artifact assemblages as the socio-cultual entities which came into being in specific time and place, geographically expanded, and finally disappeared based on the view of essentialism. Second, the interpretative problems about wide distributions of certain bronze artifacts must be indicated. I would like to suggest that the wide distributions of the specific bronze dagger or mirror types should be explained not by the cultural area concept related to the ethnicity assumptions, but by the world system or the inter-regional interaction models.

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A Study on the Effect of Consumer's Benefits and Attitudes on the Functional Health Food Purchasing Intention (소비자 추구혜택과 관심도 및 태도가 기능성건강식품 구매의도에 미치는 영향)

  • Yu, Dong Sool;Kim, Hong Keun
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.5
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    • pp.189-204
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    • 2016
  • The study is aimed at figuring out the effect of the consumers benefit, attitudes and interest when customers purchase functional food on purchasing intention and product a foundation of competitive power such as a customized product development for a marketing strategy by examining consumers' behavioral patterns. The range of functional food which is a subject of this study is included in the nutraceutical foods, protective foods in addition to biocontrol food. It surveyed about ages of 20 to 60 domestic residents who have taken functional food in order to conduct the study. Data used in this study was collected 353 answers in September 2016, and hierarchical analysis which is a demographic characteristic as control variables was conducted to verify the hypothesis using statistical program SPSS 21.0 The result of this study demonstrates that firstly, psychological pursued benefit secondly, health concern thirdly, health management attitude affects to functional purchasing intention. It is expecting that the result of this study will be used on the basic standards that are grasping and generalizing the needs of customers. In addition, it is also expecting to contribute to improvement of internal and external functional food industry as a functional food material development because it provides empirical customer behavior analysis result.

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The Relationship between Organizational Commitment and Intention to Leave and the Moderating Effect of Gender and Occupation in Dae-deok Venture Enterprises (조직몰입과 이직의도의 관계 및 성별과 직종의 조절효과: 대덕 벤처기업을 중심으로)

  • Kim, Jung Seok;Ahn, Kwan Young
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.4
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    • pp.77-86
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    • 2012
  • The purpose of this paper is to review the relationship between organizational commitment, and voluntary turnover(intention to leave), and the moderating effects of personal factors(gender and occupation) on the relationship between organizational commitment and intention to leave. In order to verify and achieve the purposes mentioned above, questionnaire data are gathered and analysed from 458 employees in Daedeok Innopolis Venture Enterprises, Dae-jeon Metropolis, South Korea. Multiple regression and multiple hierarchical regression analysis are applied to test the proposed hypotheses: 1) the relationship between organizational commitment(affective commitment, continuance commitment and normative commitment) and intention to leave, 2) the moderating effects of personal factors(gender and occupation) on the relationship between organizational commitment and intention to leave. Empirical survey's findings are as follows; First, affective commitment(AC) and continuance commitment(CC) are related negatively with intention to leave(IL), but normative commitment(NC) is not related significantly with IL. Second, gender positively moderates the relationship between affective commitment and intention to leave, and occupation negatively moderates the relationship between continuance commitment and intention to leave.

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The DEVS-based Detailed Implementation Method of the Command and Fire Control System for the Underwater Vehicle DEVS-HLA Simulation in the Engagement Level (교전급 수중운동체 DEVS-HLA 시뮬레이션을 위한 전술통제체계의 DEVS 기반 상세 구현 방법)

  • Son, Myeong-Jo;Cha, Ju-Hwan;Kim, Tae-Wan;Lee, Kyu-Yeul;Nah, Young-In
    • Journal of the Society of Naval Architects of Korea
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    • v.47 no.4
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    • pp.628-645
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    • 2010
  • To perform the engagement level simulation between the underwater vehicle model and the surface model those are constituted with various systems/ sub-systems, we implemented four different federates as a federation according to the IEEE 1516 HLA (High Level Architecture) protocol that is the international standard in the distributed simulation. Those are CFCS (Command and Fire Control System) federate, motion federate, external entities (torpedos, countermeasure and surfaceship) federate, and visualization federate that interacts with OSG (Open Scene Graph)-based visualization rendering module. In this paper, we present the detailed method about the model constitution for discrete event simulation in the distributed environment. For the sake of this purpose, we introduce the DEVS (Discrete Event System Specification)-HLA-based modeling method of the CFCS federate that reflects not only the interations between models, but also commands from user and tactics manager that is separated from the model. The CFCS federate makes decisions in various missions such as the normal diving, the barrier misision, the target motion analysis, the torpedo launch, and the torpedo evasion. In the perspective of DEVS modeling, the CFCS federate is the coupled model that has the tactical data process model, command model and fire control model as an atomic model. The message passing and time synchronization with other three federates are settled by the $m\ddot{a}k$ RTI (Runtime Infrastructure) that supports IEEE 1516. In this paper, we provides the detailed modeling method of the complicated model that has hierarchical relationship such as the CFCS system in the submarine and that satisfies both of DEVS modeling method for the discrete event simulation and HLA modeling method for the distributed simulation.

The Relationship between Social Anxiety and Intimacy: Moderating Effects of Emotional Expressiveness (사회불안과 연인관계 친밀감의 관계: 정서표현성의 조절효과)

  • Shin, Nari;Lim, Jijun;Lim, Sungmoon
    • Korean Educational Research Journal
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    • v.38 no.3
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    • pp.231-248
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    • 2018
  • This was explorative study to exam whether the moderating effects of emotional expressiveness on the relationship between social anxiety and intimacy in romantic relationship were with classificaton of emotional type(positive, negative) and gender(male, female). Data of 270 students were analysed with hierarchical multiple regression analysis. The results were as follow. First, In case of male, positive emotional expressiveness had moderating effect between social anxiety and intimacy in romantic relationship, though negative emotional expressiveness had not. Second, In case of female, negative emotional expressiveness had moderating effect between social anxiety and intimacy in romantic relationship, though positive emotional expressiveness had not. The meaning of results, implications of results, and suggestions for following researches were discussed.

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Effect Analysis of Educational Context Variables on 8th Grade Science Achievement Among Top-performing Countries in TIMSS 2015 (TIMSS 2015 상위국 8학년 과학성취에 미치는 교육맥락변인의 영향력 분석)

  • Kwak, Youngsun;Park, Sangwook
    • Journal of Science Education
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    • v.42 no.1
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    • pp.66-79
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    • 2018
  • The purpose of this study is to compare and analyze the effects of the educational context variables on 8th-grade science achievement of 5 top performing countries(Korea, Singapore, Taiwan, Hong Kong and Japan) in TIMSS 2015. TIMSS 2015 science data and questionnaire results were used for fitting Hierarchical Linear Model (HLM) in this study. According to the results, such student-level variables as home resources for learning, students' interest in science learning, valuing science, Students' Educational Expectations gave significant influence on the science achievement of Korean students. School-level variables including Student Economic Background, and School Emphasis on Academic Success gave significant influence on the science achievement of Korean students. Comparing 5 countries, home resources for learning, students' interest in science learning, Students' Educational Expectations gave significant influence on the science achievement in all 5 countries. At the school level, Student Economic Background is statistically significant in explaining students' science achievement gap in all countries except Japan, and Teaching Limited by Student Needs gave significant influence on the science achievement in all countries except Korea. Discussed in the conclusion are ways to improve middle-school science teaching and learning including reducing the education divide among socioeconomic status, teaching innovation for competency education, inquiry and reinforcement of lab activities in science classes, and so on.

The Association between Hopelessness, Social Support and Community Integration and Depression among Elderly Living Alone (독거노인의 우울감과 무망감, 사회적지지 그리고 마을의 통합감과의 관련성)

  • Kim, Hyun ok;Choi, Yeun Soon;Lee, Jin Hyang;Seo, Ae-Rim;Park, Ki Soo
    • Journal of agricultural medicine and community health
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    • v.41 no.4
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    • pp.195-204
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    • 2016
  • Objectives: This study was performed to investigate the association between hopelessness, social support and community integration, and depression. Methods: We analyzed data from a questionnaire administered to subjects aged 65 years or older living alone for a 2015 community mental health project in Gyeongnam S city. We used a correlation analysis and a hierarchical regression analysis to identify factors that affect depression. Results: When controlling for socio-demographic factors, hopelessness and community integration had significant effects on depression. That is, the higher the hopelessness (B=0.768, p<.001) and the lower the community integration (B=-0.163, p=.012), the higher the depression in elderly living alone. Conclusions: There is a need for approaches at both the individual and social levels that consider and improve measures to prevent and reduce depression. Moreover, it is especially necessary to enhance community integration.