• Title/Summary/Keyword: Structural equation Modeling

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Effects of Reading Motivational and Behavioral Factors on the Population of High, Middle and Low Scores in Science Achievements of PISA 2009 (PISA 2009 과학성취도 상중하 집단별 읽기태도 및 읽기방법의 영향)

  • Kim, Dong-Hwa;Seo, Hae-Ae;Kim, Mijung
    • Journal of The Korean Association For Science Education
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    • v.33 no.2
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    • pp.538-551
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    • 2013
  • Korea is reported as one of the highest performing OECD countries in PISA 2009 science achievement, ranking $4^{th}{\sim}7^{th}$ among 65 participating countries. However, the top level 6 percentage came only at 1.1% and ranks $18^{th}$ among paticipating countries. Such dissatisfying results call for attention to seek effective teaching and learning strategies for top level students in Korea. This study aims to investigate the effect of reading motivational and behavioral factors on PISA 2009 science achievement for the population who scored high compared to populations scoring middle and low. For this purpose, PISA 2009 science achievement as well as students questionnaire data were utilized. Variables of reading motivational and behavioral factors were selected and structural equation modeling was employed to examine a hypothetical cause-effect relationship between reading factors and science achievement. It was found that there is a cause-effect relationship between reading factors and science achievement for the whole population. For those in the top 16% of students in PISA 2009 science achievement, reading behaviors on text-memorization have had little or no effects, while reading motivational and other behavioral factors showed a significant influence. In contrast, the middle 68% and low 16% populations have had significant effects for text-memorization on science achievement.

Impact of Conflict and Nurturing Factors for the Divorced Parents on the Behavioral Adaptation of their Children (이혼가정자녀의 행동적응문제에 영향을 미치는 부모요인과 아동의 이혼지각 분석)

  • Joo, So-Hee;Cho, Sung-Woo
    • Korean Journal of Social Welfare
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    • v.56 no.4
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    • pp.215-238
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    • 2004
  • The purpose of this paper is to examine the impact of conflict and nurturing factors for the divorced parent on the behavioral adaptation of their children. The participants in this study include 216 children in divorced families nationwide. Structural Equation Modeling with LISREL8 was used for statistical method. In order to achieve the purpose, researchers firstly tried to test a construct validity of conceptual variables(parental conflict, negative attitude of parental nurturing, child's belief about parental divorce, child's aggression and child's delinquence) by employing exploratory factor analysis(EFA) and confirmatory factor analysis(CFA). Result showed that all the five conceptual variables were discriminated. It was identified as the fit index of path structure was good(CFI=.955, NNFI=.947, RMSEA=.046). The specific result were as follows: 1. the parental conflict(${\xi}1$) was directly related to the negative attitude of parental nurturing(${\eta}1$) and the child's belief about parental divorce(${\eta}2$). 2. the parental conflict(${\xi}1$) was indirectly related to child's belief about parental divorce(${\eta}2$), the child's aggression(${\eta}3$) and delinquence(${\eta}4$). 3. the negative attitude of parental nurturing(${\eta}1$) was directly related to the child's belief about parental divorce(${\eta}2$). 4. the negative attitude of parental nurturing(${\eta}1$) was indirectly related to the child's aggression(${\eta}3$) and delinquence(${\eta}4$). Lastly, and, the child's belief about parental divorce(${\eta}2$) was directly related to the child's aggression(${\eta}3$) and delinquence(${\eta}4$). Researchers also identified the mediating effect of the parental nurturing between parental conflict and child's belief about parental divorce. On the basis of these results, this article provided some suggestions for promoting of children welfare.

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The Role of Independent and Interdependent Self-Construals in Marital Satisfaction among Men and Women (기혼남녀의 자기관과 결혼만족의 관계 - 독립 및 상호의존적 자기관을 중심으로-)

  • Hyun, Kyoung-Ja
    • Korean Journal of Social Welfare
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    • v.56 no.4
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    • pp.239-268
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    • 2004
  • This study examined the role of self-construals in marital satisfaction among men and women, and explored how independent and interdependent self-construals contribute to or undermine marital satisfaction. Data were drawn from a self-administered questionnaire study in which 489 married people(aged 25-75) residing in Seoul participated. Path analyses were conducted using Structural Equation Modeling Program, and a goodness of fit of the proposed path model was evaluated. As expected, the positive impact of independent self-construal on marital satisfaction was mediated by self-esteem and clarity of communication, and that of interdependent self-construal on marital satisfaction was mediated by psychological stability and a sense of relational well-being. The direct effects of these two types of self-construal on marital satisfaction were opposite. As predicted, independent self-construal decreased marital satisfaction, whereas interdependent self-construal increased it. All of the direct and indirect effects of independent and interdependent self-construals on marital satisfaction were statistically significant, except the indirect effect of interdependent self-construal as mediated by psychological stability. The goodness of fit indexes of the path model indicated that the model was acceptable. However, the results of separate path analyses for men and women showed that some of the effects of self-construals on marital satisfaction differed by gender. Based on these results, implications for clinical social work practice were discussed.

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Relationships between Parental Support and Monitoring and School Adjustment in Adolescents from Multicultural Families: Mediating Role of Ego-Resilience (부모의 지지 및 감독이 다문화 청소년의 학교생활적응에 미치는 영향: 자아탄력성의 매개효과)

  • Lim, Yangmi
    • Journal of Korean Home Economics Education Association
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    • v.31 no.3
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    • pp.41-55
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    • 2019
  • The present study examined the direct effects of parental support and monitoring on multicultural adolescents' school adjustment and the mediating role of ego-resilience in the relationships, under the condition of controlling foreign mothers' Korean language abilities. We used data from 1,325 1st grade middle school students from multicultural families, who participated in the Multicultural Adolescent Panel Survey(MAPS) administered by the National Youth Policy Institute(NYPI). Structural equation modeling analysis revealed the following: parental support and monitoring directly and positively related with multicultural adolescents' school adjustment, and the direct effect of parental support on the school adjustment of multicultural adolescents was greater than that of parental monitoring. In addition, the adolescents' ego-resilience partially mediated the relationships between parental support and monitoring, and their school adjustment. Finally, we recommended the roles of parent education and home economics education in supporting school adjustment and elevating ego-resilience in multicultural adolescents.

Effects of User Propensity on Total Charges of Mobile Communication: The Role of Mobile Services (사용자 특성 및 성향이 이동통신 사용요금에 미치는 영향: 이동전화 서비스 기능 중심으로)

  • Ahn, Joong-Ho;Baek, Hyun-Mi;Lim, Hyeo-Seok;Cheon, Eun-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.6B
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    • pp.908-920
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    • 2010
  • In recent years, mobile phone market is saturated in number of user term. Associated service providers struggle to provide various mobile services such as Internet, e-commerce, game, music etc. to increase ARPU (average revenue per user) instead. In this study we explore the factors which affect price tabs of mobile communication. As a conceptual foundation, this study introduces user factors-users' propensity to use mobile phones-as independent variables and mobile service functions as mediating variables. The research model was phones-as independent variables and mobile service functions as mediating variables. The research model was tested with data from Web-based survey of 1,500 mobile users and analyzed by structural equation modeling (SEM). Our results suggest that user factors impact the usage of mobile service functions and mobile service functions for information and convenience are positively related to price tabs of mobile communication. Implications for mobile service providers and policy makers are discussed.

A Study on the Analysis of Cause and Effect Relationship between Korea Image Attributes and Korea Image Making in Uzbekistan (우즈베키스탄에서의 한국 이미지 속성과 한국 이미지 메이킹의 인과관계 분석)

  • Ryu, Ki-Hwan;Park, Myung-Chan
    • International Commerce and Information Review
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    • v.15 no.1
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    • pp.161-183
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    • 2013
  • The essential purpose of this study is to exemplify empirically some relations of between Korea image attributes and Korea image making in Uzbekistan. This study is for providing basically empirical analysis for intensifying Korea's economic capacity based on Korean image in Uzbekistan and for offering any kinds of implications for the entry and management activities of Korean enterprises in world-wide business. This study is organized in two stages. First, the study model is designed by reappraising relevant theories, previous studies and the current investment qualifications concerning the country image attributes and image making. Second, the survey of Uzbekistan people who are living in South Korea is accomplished by collecting questionnaires. SPSS 15.0 for windows is being activated for correlation, reliability, validity and finally the statistical method of structural equation modeling is utilized to testing the hypothesis by AMOS 7.0 for windows. In conclusion partially, Korea image attributes: economic capability, popular culture, national traits and enterprise competence are proved to influence positively to Korea image making: recognition, attractiveness and confidence which is considered generally by Uzbekistan people.

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The Employee's Information Security Policy Compliance Intention : Theory of Planned Behavior, Goal Setting Theory, and Deterrence Theory Applied (조직구성원의 정보보안 정책 준수의도: 계획된 행동이론, 목표설정이론, 억제이론의 적용)

  • Hwang, In-Ho;Lee, Hye-Young
    • Journal of Digital Convergence
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    • v.14 no.7
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    • pp.155-166
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    • 2016
  • In accordance with the increase of the importance of information security, organizations are making continuous investments to develop policies and adapt technology for information security. Organization should provide systemized support to enhance employees' security compliance intention in order to increase the degree of organization's internal security. This research suggests security policy goal setting and sanction enforcement as a method to improve employees' security compliance in planning and enforcing organization's security policy, and verifies the influencing relationship of Theory of Planned Behavior which explains employee's security compliance intention. We use structural equation modeling to verify the research hypotheses, and conducted a survey on the employees of organization with information security policy. We verified the hypotheses based on 346 responses. The result shows that the degree of goal setting and sanction enforcement has positive influence on self-efficacy and coping efficacy which are antecedents that influence employees' compliance intention. As a result, this research suggested directions for strategic approach for enhancing employee's compliance intention on organization's security policy.

Analysis of Convergent Factors Related to Job Satisfaction among Hospital Administrative Staff (병원행정직의 직무만족도와 관련된 융복합적 요인 분석)

  • Kim, Seung-Hee;Bae, Sang-Yun
    • Journal of Digital Convergence
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    • v.15 no.4
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    • pp.365-375
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    • 2017
  • This study is executed to investigate convergent factors to Job Satisfaction(JS) among Hospital Administrative Staff(HAS). The survey was administered to 221 staff from 11 general hospitals located in Jeonbuk area from Nov. 1st, 2016 to Jan. 31st, 2017. The structured self-administered questionaries were used. The hierarchical multiple regression analysis shows the following results. The JS of respondents turned out to be significantly higher in following groups: a group without work shift, a group with more employees, a group in which self efficacy is higher, a group in which skill variety in job characteristics is higher, a group in which interpersonal conflict and lack of reward in occupational stress are lower. The results show explanatory power of 61.0%. The results of the study indicate that the efforts, to increase self efficacy, and to manage job characteristics and occupational stress, are required to improve the JS among HAS. The results are expected to be useful for the program and human resource management to related to the JS among HAS. In the following study, the analysis of structural equation modeling about additional factors of the JS among HAS will be needed.

The Effect of SNS Use by Prospective Early Childhood Teachers in PBL-Based Class on the Flow and Problem-Solving Skills (PBL적용수업에서 예비유아교사의 SNS활용이 플로우(FLOW)와 문제해결력에 미치는 영향)

  • Woo, Kyung Ae;Kim, Se Gon
    • Korean Journal of Childcare and Education
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    • v.10 no.6
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    • pp.165-184
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    • 2014
  • The purpose of this study is to examine the effect of SNS use by prospective early childhood teachers in PBL class on flow and problem-solving skills. For this purpose, the PBL class was conducted for eight weeks with 44 prospective students in the early childhood social studies course, and measured the classroom situation in terms of usefulness of SNS, flow, and problem-solving skills by using a cognitive test. To analyze the measured values, frequency analysis, reliability analysis, factor analysis, and correlation analysis were performed. Also, to verify the hypotheses set in this study, structural equation modeling was used based on AMOS. The result is as follows: First, in PBL-based class, use of SNS had a positive effect on flow. Second, flow had a direct influence on problem-solving skills. Third, however, use of SNS did not have a direct influence on problem-solving skills and, therefore, flow plays a mediating role for problem-solving skills. Based on the result, in the study, it was found that the use of SNS in PBL class can increase interest, motivation, and participation of students and they then become more willing to contribute to class activities.

Exploration of the Path Model among Goal Orientation, Self-efficacy, Achievement Need, Entity Theory of Intelligence, Learning Strategy, and Self-handicapping Tendency in Chemistry Education (화학교육의 목표지향성, 자기효능감, 성취욕구, 지능신념, 자기핸디캡경향 및 학습전략 간의 경로모형 탐색)

  • Ko, Young Chun
    • Journal of the Korean Chemical Society
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    • v.57 no.1
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    • pp.147-158
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    • 2013
  • This study is to search an optimal model on causal relationships of the motivations to learn and motivation strategy in chemistry education. The participants in this study are consisted of G and I high schools students (487) in Gwangju. They all answered to the questionnaire. Model I is hypothesized to be path model of the mediation between 'self-efficacy, achievement need, and entity theory of intelligence' and 'learning strategy and self-handicapping tendency of motivation strategy' by goal orientation to explore variables of study effecting the motivation strategy. And Model II is hypothesized path model of the mediation between goal orientation and 'learning strategy and self-handicapping tendency' by 'self-efficacy, achievement need, and entity theory' to explore variables of study effecting the motivation strategy. Based on these models, structural equation modeling techniques are used to evaluate for the path model among goal orientation(learning, performance approach, and performance approach goal orientation), self-efficacy, achievement need, entity theory of intelligence, self-handicapping tendency, and learning strategy in chemistry education. As the results, Model II is considered. Goodness-of-fit indexes of this model related modification models are identified and analyzed in phases. And this model is accomplished by correcting the model the fifth time to enhance goodness-of-fit indexes. In this optimal model II-5 (Fig. 3) on causal relationships of the motivations to learn and learning strategy (p