• Title/Summary/Keyword: 다중집단분석

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The Impact of the Argument-based Modeling Strategy using Scientific Writing implemented in Middle School Science (중학교 과학수업에 적용한 글쓰기를 활용한 논의-기반 모델링 전략의 효과)

  • Cho, Hey Sook;Nam, Jeonghee
    • Journal of The Korean Association For Science Education
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    • v.34 no.6
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    • pp.583-592
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    • 2014
  • The purpose of this study is to investigate the impact of argument-based modeling strategy using scientific writing on student's modeling ability. For this study, 66 students (three classes) from the 7th grade were selected and of these, 43 students (two classes) were assigned to two experimental groups while the other 23 students (one class) were assigned to comparative group. In the experimental groups, one group (22 students) was Argument-based multimodal Representation and Modeling (AbRM), and the other group (21 students) was Argument-based Modeling (AbM). Modeling ability consisted of identifying the problem, structuring of scientific concepts, adequacy of claim and evidence and index of multimodal representation. As for the modeling ability, AbRM group scored significantly higher than the other groups, AbM group was significantly higher than comparative group. The four sub-elements of modeling ability in the AbRM group was significantly higher than the other groups statistically and AbM group scored significantly higher than comparative group. From these results, the argument-based modeling strategy using scientific writing was effective on students' modeling ability. Students organized or expressed the model and evaluated or modified it through the process of argument-based modeling using scientific writing and the exchange of opinions with others by scientific language as argument and writing.

The Influence of Smart Phone Dependency on Juvenile Delinquency (스마트폰 의존이 청소년 온·오프라인 비행에 미치는 영향)

  • Jeon, Youngjun;Nam, Taewoo
    • Journal of Digital Convergence
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    • v.18 no.12
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    • pp.139-151
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    • 2020
  • This study identifies the factors that influence juvenile delinquency, which has increased both offline and online. It is hypothesized that the influence of negative parenting on online and offline juvenile delinquency is mediated through smartphone dependency and personal emotional problems. In addition, the study hypothesizes that participation in cultural activities soothes the influence. Using SPSS 22.0 and AMOS 20.0 programs, we conducted a confirmatory factor analysis, a multi-mediation analysis, and a cross-group comparative analysis. The analyses found the significant mediation effect of smart phone dependence and personal emotional problems on the relationship between negative parenting and juvenile delinquiency. Participation in cultural activities overall weakens the hypothesized effects.

Effect of Elementary School Students' Emotional Intelligence according to the Participation of After-School Music Activities on School Adaptation: Mediating Effects of Self-Resilience, Positive Human Relationships, and Depression (방과 후 음악활동 참여 여부에 따른 초등학생의 정서지능이 학교적응에 미치는 영향: 자아탄력성, 긍정적 대인관계, 우울의 매개효과)

  • Song, Min-gyo;Choi, Jin-oh
    • The Journal of the Korea Contents Association
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    • v.22 no.6
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    • pp.354-368
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    • 2022
  • The purpose of this study was to verify whether there were significant differences in the levels and relationships of emotional intelligence, school adaptation, self-resilience, positive human relationships, and depression between elementary school students who participated in after-school music activities and those who did not. The participants of this study were 379 fourth, fifth, and sixth grade elementary school students in the Capital Area and Gyeongnam Province participated in after-school music activities and 368 students who did not, totaling 747 students. For research analysis, t-test and multi-group analysis were performed, and the analyzed results are as follows. First, the level of emotional intelligence, self-resilience, positive human relationships, and school adaptation were higher in the participating group and the level of depression was lower than the group that did not participate. Second, as a result of multiple group analysis, the participating group had stronger influences on the paths of [emotional intelligence→self-resilience], [emotional intelligence→positive human relationship], [emotional intelligence→depression], [emotional intelligence→school adaptation], and [self-resilience→school adaptation] than those of non-participating group. Third, the participating group showed mediating effects from self-resilience, positive human relationships, and depression in the relationship between emotional intelligence and school adaptation. On the other hand, the non-participating group manifested significant mediating effects only from self-resilience and depression variables in the relationship between emotional intelligence and school adaptation.

An Analysis of Multiple Intelligences' Effect on Book Selection Preferences (다중지능이 도서 선호 양상에 미치는 영향 분석)

  • Choi, Young-Im;Hahn, Bock-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.43 no.4
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    • pp.101-115
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    • 2009
  • This research was based on Howard Gardner's multiple intelligences theory. The purpose of this study was to describe students' book selection preferences using the theory of multiple intelligences. We have conducted a survey of high schools in the Chung-Nam province, consisting of 100 students, 50 in the high academically achieving group and another 50 in the low achieving group, in an attempt to analyze the relationship between their book selection preferences and the types of students' multiple intelligences. We want to assist in the research data for the reading guide.

The effects of the parent's socioeconomic status and the private education expenditure to the academic achievement (부모의 사회경제적 지위와 사교육비가 학업성취도에 미치는 효과 분석)

  • Yoo, Jiyeon;Park, Changsoon
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.1
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    • pp.123-139
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    • 2015
  • The purpose of this study is to analyze the effect of the parent's socioeconomic status to the academic achievement, together with the mediation effect of the private education expenditure. The structural equation modeling (SEM) method is used with the survey of private education expenditures data collected by Statistics Korea in 2011. In SEM, the multi-group effect is also analyzed for gender, region and school level. The analysis results show that the high socioeconomic status of parent tends to increase the private education expenditures but does not affect the academic achievement, and there are the significant multi-group effect for gender, region, and school level.

The effects of latent classes in social exclusion on the economic instability of old age (사회적 배제 잠재유형이 노후의 경제적 불안에 미치는 영향: 주관적 계층의식의 조절효과)

  • Kim, Soo Jin;Kim, Ju Hyun;Ju, Kyong Hee
    • 한국노년학
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    • v.40 no.1
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    • pp.33-49
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    • 2020
  • This study was conducted to examine the latent classes in social exclusion and to analyse empirically the effects on the economic instability of old age by this type. And it also sought to look at whether the influence of old age anxiety varies with the subjective class consciousness of the elderly. Using the 14th data from the Korea General Social Survey (KGSS) in 2016, 1,041 adult males and females aged 18 years old were analyzed at the time of the survey. T-test, potential layer analysis (LCA), and multinomantic analysis of potential groups were conducted using the STATA14 and MPLUS 7 statistical programs. Finally, multi-regression analysis was performed to identify the moderate effect and effects among variables. According to the research, the types of social exclusion were three groups, followed by social exclusion group (49.3%), Multi-dimensional exclusion group (30.9%), and active social participation group (19.7%). The social exclusion group has the lowest possibility of economic, employment, and health exclusion, but the exclusion of formal and informal social activities seem to prominent, and the multi-dimensional exclusion group is more than 50% likely to experience exclusion in all areas. Active social participation are characterized by very active participation in informal social activities. By conducting multinominal logistic regression, it was observed that the social exclusion group included more young people than other groups, and that the multi-dimensional exclusion group included many elderly women without spouses. Finally, multiple regression analysis showed that social exclusion type interacts with subjective class consciousness and affects economic anxiety of old age.

Effects of Discrimination Experience and Social Support on Physical and Mental Health among the Disabled - Mediation Effect of Disability Identity and Multiple Group Comparison by Degree of Disability - (고령장애인의 차별경험과 사회적 지지가 신체적 건강 및 정신적 건강에 미치는 영향 - 장애정체감의 매개효과와 장애정도에 따른 다중집단 분석 -)

  • Roh, Seunghyun;Shin, YuRi;Kim, Cheong-Seok
    • 재활복지
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    • v.21 no.2
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    • pp.113-137
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    • 2017
  • In this study, we explore whether and how the experience of discrimination and social support affects physical health and mental health through disability identity among the disabled aged 50 and over. We also examine such relationship differs by the degree of disability. For the empirical test, we utilized the data from the Panel Survey for the Disabled conducted by our research team in 2016. According to structural equation model analysis, social support has a direct effect on disability identity. It also has a direct effect on physical health. As for the mental health, there are found direct effects of discrimination experience, social support, disability identity, and physical health, Furthermore, social support influences the mental health through disability identity. This finding suggests that social support for the disabled in old age increases disability identity and, in turn, it contributes their mental health. In the meanwhile, multiple group comparison analysis reveals the effect of discrimination experience on disability identity is found for those with lower level of disability but not for their counterparts. This seems to result from that the level of common ground which constitutes disability identity is low for the severely disabled. Thus, it requires our efforts to enhance disability identity focusing on common ground for the severe disabled.

The Effect of Middle School Students' Perception of Interparental Conflict on Middle School Students' Aggression : Multiple Group Structural Equation Modeling of Male and Female Students (중학생이 지각한 부부갈등이 중학생의 공격성에 미치는 영향 : 남녀간 다중집단구조방정식 모델 분석)

  • Kim, Jin-Hee;Cho, Ok-Kwi
    • Journal of Korean Home Economics Education Association
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    • v.26 no.1
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    • pp.17-30
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    • 2014
  • This study examined the effect of middle school students' perceived marital conflict on the middle school students' aggression. Also it examined the differences of male and female middle school students. The researcher surveyed 500 questionnaires for middle school students and was using 444 questionnaires in the final analysis. To analysis the data, t-test, Pearson correlation and the multiple group Structural Equation Modeling approach was used. It was sown that in the middle school students who highly perceived their interparental conflict, the higher the aggression. Interpartental conflicts significantly affected on middle school students' aggression in male and female students. It was sown, also that in the male middle school students who highly perceived their interparental conflict than girl students who highly perceived, the higher the aggression. In conclusion, this study demonstrates the importance of parental roles have effects on middle school students' problem behavior. Especially it was found that male middle school students aggression are influences by interparental conflict. Accordingly, this study has significances by proposing methods of efficient parental consultation and education to resolve parental conflicts.

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A Study on Patterning and Grading by the Impact of Traffic Culture Index (교통문화지수 영향요인에 의한 유형화와 영향정도에 관한 연구)

  • Jeong Cheal-Woo;Jung Hun-Young;Ko Sang-Sean
    • Journal of Navigation and Port Research
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    • v.30 no.1 s.107
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    • pp.35-43
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    • 2006
  • This study suggests strategies to prevent traffic accidents by utilizing impact factors per each cluster and the typical patterns of 81 cities based on the statistical analysis of the data concerning the TCI which was developed from the partnership of the Traffic Safety Authority and the Green Traffic Movement Corporation in 2002 and 2003. The Principal Component Analysis and Cluster Analysis on impact factors and TCI result in 4 components and 4 clusters. Also as the results of Stepwise Multiple Regression Analysis examining the relationship between impact factors and TCI, R2 values of these models show high to all clusters. According to the results, we suggest strategies to prevent traffic accidents per cluster concretely and it is necessary to analyze how effective the invested facilities are in reducing traffic accidents in the future.

Exploring the moderating effect of learning motivation on the effect of cognitive presence on cognitive control among the components of self-regulation in blended classes (블랜디드 수업에서 자기조절의 구성 요인 중 인지조절에 대한 인지적 실재감의 영향에 대한 학습동기의 조절효과 탐색)

  • Eunchul Lee
    • Journal of Christian Education in Korea
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    • v.74
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    • pp.255-271
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    • 2023
  • Purpose of study: The purpose of this study is to explore the moderating effect of learning motivation in the effect of cognitive presence on cognitive regulation. Research content and method: The subjects of this study were 160 preservice teachers who are enrolled in the Faculty of Education of a university. The survey measured cognitive control, human presence, and learning motivation. Among the collected data, learning motivation was averaged. In addition, a group with low learning motivation and a group with high motivation were distinguished. Next, this study compared the averages of cognitive control by classifying the learning motivation levels. The collected data was analyzed using a multiple regression (Stepwise) method to explore the effect of cognitive presence on cognitive control. First, multiple regression analysis was performed on the entire group. Second, multiple regression analysis was performed by dividing the group with low learning motivation from the group with high motivation. Conclusions and Suggestions: As a result of the analysis, the group with high learning motivation showed a higher level of cognitive control than the group with low motivation. In the group with high learning motivation, only content understanding among the sub-factors of cognitive presence had an effect on cognitive control. In the group with low learning motivation, all factors of cognitive presence were affected.