• Title/Summary/Keyword: Student Modeling

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Analysis of the Association between Teacher Relationship, Peer Relationship, and Multicultural Acceptability among Adolescents in Korea: Using Latent Growth Modeling (교우관계와 교사관계가 청소년의 다문화수용성에 미치는 영향에 대한 분석: 다변량 잠재성장모형의 적용)

  • Taekho Lee;Seokyoung Lee;Yoonsun Han
    • Korean Journal of Culture and Social Issue
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    • v.22 no.1
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    • pp.65-85
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    • 2016
  • In this study, we examined the longitudinal change of multicultural acceptability, peer relationship, and teacher relationship using latent growth curve modeling. This study used data from the second, third, and fourth waves of the middle school student cohort (N=2,178) of the Korean Children-Youth Panel Survey (KCYPS). The dependent variable was multicultural acceptability. The independent variables were peer relationship and teacher relationship. The major longitudinal findings of this study are as follows: First, peer relationships, teacher relationships and multicultural acceptability increased with time. Second, peer relationship showed a significant effect on the multicultural acceptability over time. Finally, the teacher relationship showed a significant effect on the multicultural acceptability over time. These results show differentiation with previous cross-sectional studies of multicultural acceptability. Furthermore, it is expected that this study will provide educational implications for the cultivation of multicultural acceptability.

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Prediction of Elementary Students' Computer Literacy Using Neural Networks (신경망을 이용한 초등학생 컴퓨터 활용 능력 예측)

  • Oh, Ji-Young;Lee, Soo-Jung
    • Journal of The Korean Association of Information Education
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    • v.12 no.3
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    • pp.267-274
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    • 2008
  • A neural network is a modeling technique useful for finding out hidden patterns from data through repetitive learning process and for predicting target values for new data. In this study, we built multilayer perceptron neural networks for prediction of the students' computer literacy based on their personal characteristics, home and social environment, and academic record of other subjects. Prediction performance of the network was compared with that of a widely used prediction method, the regression model. From our experiments, it was found that personal characteristic features best explained computer proficiency level of a student, whereas the features of home and social environment resulted in the worse prediction accuracy among all. Moreover, the developed neural network model produced far more accurate prediction than the regression model.

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The Convergence Study on Influences of Self-esteem in Adulthood and Attachment to Mother on Adult Students' Major Satisfaction in e-learning education (성인학습자의 자아존중감, 모 애착이 이러닝 교육과정의 학습자가 선택한 전공만족도에 미치는 영향에 관한 융합적 연구)

  • Song, Seung-Min;Lee, Sa-Rah
    • Journal of the Korea Convergence Society
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    • v.7 no.6
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    • pp.167-176
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    • 2016
  • The purpose of this study was to investigate the influence of attachment across an individual's lifespan. The present study explored how mother attachment in childhood influences adult student's major satisfaction and examined the mediating effect of self-esteem between mother attachment and major satisfaction. Participants were 529 adult students enrolled in S Cyber University. They answered a questionnaire about their present self-esteem level, attachment to their mother in childhood, and major satisfaction. By using SEM analysis, this study found that adult students' self-esteem completely mediated between their childhood attachment to their mother and their major satisfaction in adulthood. This result indicates influences of a secure attachment and positive self-esteem on major satisfaction of e-learning adult students.

Structural Equation Modeling Intention of Revision Facial Cosmetic Surgery in Female College Students (여대생의 얼굴미용성형 재수술 의도 구조모형)

  • Park, Bock Soon;Kim, Joo Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.12
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    • pp.8707-8718
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    • 2015
  • The purpose of this study was to construct a hypothetic model for the influential theoretical variables for the facial cosmetic resurgery intention of female college students with cosmetic surgery experience and to examine the compatability of the re-surgery intention model with real data. The subjects in this study were 320 selected female college students who had undergone cosmetic surgery. After a survey was conducted from July 15 to September 20, 2014, the answer sheets from 300 respondents were gathered, and the answer sheets from 295 respondents were analyzed except for the five ones that included uncertain answers. As a result, it's ascertained that cognitive dissonance was under the direct influence of post-surgery satisfaction with appearance, self-esteem, subjective norm and lookism.. Self-esteem, subjective norm and lookism had a direct impact on resurgery intention, and self-esteem and lookism affected resurgery intention both in direct and indirect ways through the medium of cognitive dissonance. The findings of the study are expected to provide useful information on the development of nursing intervention programs geared toward promoting physical and mental health.

A Study on the Environmental Awareness Types and Eco-Friendly Consumption Among Korean University Students (환경의식유형과 친환경소비에 관한 연구 - 한국대학생들을 대상으로 -)

  • Jang, Seung-Ock;Shin, Sang-Heun
    • Journal of Environmental Policy
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    • v.7 no.2
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    • pp.33-48
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    • 2008
  • The main purpose of this study is to analyze and evaluate the types of environmental awareness as an eco-friendly/non-eco consumer among Korean University students. The data of research were collected by a survey questionnaire with face-to-face interviews in South Korea. The questionnaire was consisted of fifty-six variables with five questions of demographic factors. The variables employed in the survey were drawn from the literature review and suggested by the focus group to make the questionnaire influential in studying the trends of eco-friendly consumers. Descriptive statistics and binary logistic regression modeling were used by two groups of the student consumers to find the significance of each factors; practice, habit, recognition, concern, and insistence. Environment-friendly consumers show significant difference with non eco-friendly consumers including practice, habit, and concern toward environmental issues.

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Mentoring Nascent Entrepreneurs: What Leads to Intention? (초기창업자 멘토링: 어떻게 창업의도로 연결되는가?)

  • Lee, Il Han
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.8 no.2
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    • pp.47-52
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    • 2013
  • The identification of the entrepreneurs' capacity and the obstacles of university/graduate school students have been assuming a growing importance in the development of mentoring directed towards the entrepreneurship and start-up processes. This study aims to identify the factors that most contribute for the intention to start up a business. The research also tries to identify the profile of a potential entrepreneur student concerning several characteristics: entrepreneurial capacity, obstacles and mentoring. We used the modeling testing of the data collected from 139 university/graduate school students. Research findings include the idea that entrepreneurial mentoring is moderating effect on entrepreneurial intention. On the other side, personal entrepreneurial capacity has an important role in shaping motivation to start-up a business and entrepreneurial obstacle have a negative impact in the intention to start-up. Contribution and suggestions are provided for the further research.

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Development of a Nutrition Quotient (NQ) equation modeling for children and the evaluation of its construct validity (어린이 영양지수 (NQ, Nutrition Quotient) 모형 개발과 구성타당도 평가)

  • Kim, Hye-Young;Kwon, Se-Hyug;Lee, Jung-Sug;Choi, Young-Sun;Chung, Hae-Rang;Kwak, Tong-Kyung;Park, Ju-Yeon;Kang, Myung-Hee
    • Journal of Nutrition and Health
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    • v.45 no.4
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    • pp.390-399
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    • 2012
  • The objective of this study was to develop and evaluate the construct validity of a Nutrition Quotient (NQ) for children. In a previous report (Kang, et al., 2012), the food behavior checklist for children's NQ, consisting of 19 items, was grouped into a 5-factor structure according to the exploratory factor analysis: balance, diversity, moderation, regularity, and practice. In this study, the construct validity of the NQ was assessed using a confirmatory factor analysis. Elementary school students (n = 1,393) from six large cities completed the NQ test. Indicator tests suggested an adequate model fit (goodness of fit index = 0.9613; adjusted GFI = 0.95; standardized root mean square residual = 0.0464; chi-square test statistics of < 0.001 p-value, 82.1), and item loadings were significant for all subscales (p < 0.05). The standardized path coefficients were used as the weights of the items. The NQ and the 5 factor scores of the student were calculated by the obtained weights of the questionnaire items. Logistic regression was applied to find the significant factors in order to affect a specific nutrient status. The receiver operation characteristic curve analyses were performed in order to find diagnostic cut-off points of the five factors. The food behavior checklist for children's NQ would be a handy and suitable instrument for evaluating dietary behaviors of Korean children.

Verification of the Structural Relationship Model of Calling to Optimism, Work Hope and Supportive Parenting (소명의식에 영향을 미치는 요인 -낙관성, 일희망, 부모양육태도의 구조적 관계모형 검증)

  • Jung, Eun-Sun;Ha, Jung-Hee;Kim, Jung-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.205-214
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    • 2015
  • This study examined the effect on calling and the role of optimism, work hope, religion and supportive parenting. Furthermore, this study tested if personal characteristic variables (optimism and work hope) and personal environmental variables (religion and supportive parenting) would affect how the path would reach. 277 male and female undergraduate students were surveyed. The data was analyzed by AMOS and SPSS. The results were as follows. First, structural equation modeling analyses indicated that supportive parenting and optimism had a direct influence on work hope, and work hope had a significant effect on calling. Religion was not influenced by calling. Second, predictors including work hope, optimism, and supportive parenting accounted for calling well. The implication for practice and future research on calling in counseling and education area are discussed.

The effect of over-control parenting styles on elementary school student's mobile phone dependency - Focused on the mediating effect of depression (과잉간섭 양육방식이 휴대 전화의존도에 미치는 영향 -우울의 매개효과를 중심으로)

  • Woo, Jea-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.8
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    • pp.200-209
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    • 2017
  • This study examined the mediating effect of depression on the relationship between over-control parenting styles and mobile phone dependency among children. The 5th-year longitudinal data from the Korean Children & Youth Panel Survey (KCYPS) were collected from 4th grade elementary school students. The data were analyzed by the structural equation modeling and bootstrapping. The results of this study were as follows. First, there is a positive path from over-control parenting styles to depression, from depression to mobile phone dependency, and from over-control parenting styles to mobile phone dependency. Second, depression had a mediating effect on the association between over-control parenting styles and mobile phone dependency. Based on these results, more study of elementary school students' reliance on cell phones is needed.

The Application and Analysis of the Embedded Programming Education Based on UML and LabVIEW OOP (UML과 LabVIEW OOP를 기반으로 한 내장형 프로그래밍 교육의 적용 방안 및 분석)

  • Jung, Deok-Gil;Jung, Min-Po;Cho, Hyuk-Gyu;Lho, Young-Uhg
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.3
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    • pp.708-714
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    • 2015
  • The students who learn the computer languages think it very difficult to program using the text-based programming languages and also to learn the object-oriented programming. Therefore, we introduce the object-oriented visual programming into the programming education. And, to solve the this problem in the programming education, in this paper, we introduce the UML to support the object-oriented modeling and to teach the students using the LabVIEW OOP that supports the object-oriented visual programming. And, we propose to apply it on the embedded programming education. Also, we analyze the educational effect of the proposed education methodology of programming based on the student survey.