• Title/Summary/Keyword: 다중집단비교모형

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Instructional Effects of Multiple Analogies on Conceptual Understanding and Learning Motivation (다중 비유를 사용한 수업이 개념 이해 및 학습 동기에 미치는 효과)

  • Kwon, Hyeok Soon;Noh, Tae Hee
    • Journal of the Korean Chemical Society
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    • v.45 no.2
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    • pp.177-182
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    • 2001
  • An instructional model using multiple analogies according to component process (MACP) was designed on the vasis of schema theory and comornent process theory in analogical reasoning. This model has ? phases: introducting multiple analsgs, extracting multiple analogs, extracting common attributes of analogs, introducing target conanother context. Te instructional effects of this model upon students' conceptual understanding and learning motivation were compared with those of the Teaching-With-Analogy (TWA) and non-analogy instructions. Three classes of 8th grade were randomly assigned to MACP, TWA, and control group, respectively, Subjects were taught about chemical changes and reactions for 10 class hours. The ANCOVA results indicated that the scores of the conceptions test for the MACP group were significantly higher than for the control graup. However, no significant differences were found among the three groups in the test scores of learning motivation.

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Identifying Influencing Factors of Soldiers' Depression using Multiple Regression and CART (다중회귀와 회귀나무를 활용한 군인 우울 요인 분석)

  • Woo, Chung Hee;PARK, JU YOUNG;Lee, Yujeong
    • Proceedings of the Korea Contents Association Conference
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    • 2013.05a
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    • pp.171-172
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    • 2013
  • 우울은 군대 내 발생되는 극단적인 사고 중 하나인 자살의 주요 원인으로 제시되어 왔다. 본 연구는 군인들의 우울, 불안 및 자아존중감의 수준을 파악하고, 우울의 영향요인을 탐색하고 이들을 예측하는데 주로 사용해 왔던 다중회귀분석 방법과 효과적인 의사결정방법으로 알려진 회귀나무모형의 효과성을 비교해보고자 하였다. 방법: 횡단적 조사연구이며, 우울측정에는 CES-D, 불안측정은 SAI, 자아존중감은 Rosenberg(1965)의 도구를 사용하였다. 연구대상자는 강원도 전방 부대 근무 중인 군인이며, 534부가 회수되었다. SPSS/WIN 18.0을 이용하여 위계적 다중회귀분석과 회귀나무모형을 실시하였다. 결과: 대상자들의 우울, 불안 및 자아존중감의 정도는 각각 $10.7({\pm}9.8)$, $38.5({\pm}10.2)$$31.7({\pm}5.2)$이었다. 대상자의 23.6%(126명)가 경한 우울을 나타내었다. 다중회귀분석에 의한 우울 영향요인은 불안, 자아존중감과 복무기간이었으며, 우울에 대하여 62.0%의 설명력을 가지고 있었다. 또한 회귀나무모형에서는 높은 불안과 불안이 다소 낮더라도 전역 후 진로가 불확실한 집단이 우울 위험군일 것으로 예측되었다. 결론: 본 연구 대상자들의 우울의 주요 영향요인은 불안으로 나타났다. 군대 내에서 적용할 수 있는 불안 조절 방법 개발이 필요할 것으로 보인다. 또한 일부 요인에서 차이가 있어, 반복 연구가 필요하지만, 주요 변인인 불안을 예측했다는 점에서 보면 다중회귀분석과 회귀나무모형은 군인들의 우울을 예측에 유용한 방법으로 보인다.

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Perception difference between developer and user on information system (개발자와 사용자의 정보시스템에 대한 인지차이 연구)

  • Yeo, Hyun-Jin
    • Proceedings of the Korea Contents Association Conference
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    • 2014.11a
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    • pp.347-348
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    • 2014
  • 정보시스템 성공 모형은 1992년 DeLone and McLean의 D&M 모형이 2003년 개선모형에 이르기 까지 이커머스, 교육시스템등과 같이 다양한 분야에 적용되어 사용되어왔으며, 메타분석이 이루어 질 정도로 그 적용 연구의 수 또한 많지만, 이는 최종사용자(End-user)기준으로 이루어졌으며 사용자가 어떠한 요인들을 정보시스템의 성공 선행요인으로 인지하는지에 대한 결론을 줄 수 있으나 개발자(Developer)가 이를 적용하기에는 자신들의 인지하는 품질과 양적인 비교가 불가능하기 때문에 어떤 부분을 얼마나 노력해야 하는지에 대한 연구가 필요하다. 그러므로 본 연구에서는 A은행의 정보시스템 개발자와 사용자를 대상으로 D&M 정보시스템 성공 모형을 적용하고, 다중집단 구조방정식모델을 사용하여 그 차이를 설명하고자 한다.

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IS Success Research focused on Difference between Developer and User (개발자와 사용자 차이를 중심으로 한 정보시스템 성공요인 연구)

  • Yeo, Hyun-Jin;Jung, Jong-Duk;Kim, Nam-Hee;Suh, Yung-Ho
    • The Journal of the Korea Contents Association
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    • v.14 no.12
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    • pp.904-910
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    • 2014
  • The D&M(DeLone and McLean) IS(Information System) Success model has been widely studied in various criteria such as e-commerce and education, and many empirical research has been performed enough to execute meta-analysis from original model developed in 1992 to updated model in 2003. However, almost all researches have been validated end-user point of view those could lead IS success factors perceived by users but not applicable to developers because developers could not recognize from those result that how much gap exist between one's perception and users. Therefore, in this research, we apply D&M IS success model to A bank developers and users and compare perceptions by multi-group structural equation model.

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.

Precariousness and Happiness of South Korean Young Adults: The Mediating Effects of Uncertainty and Disempowerment (한국 청년의 삶의 불안정성(precariousness)과 행복: 불확실성과 통제권한 부재의 매개효과)

  • Han, Seungheon;Yim, Dahye;Kang, Minah
    • 한국사회정책
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    • v.24 no.2
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    • pp.87-126
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    • 2017
  • This study aims to examine the level of precariousness among young adults in South Korea and analyze the factors affecting their subjective well-being by adopting the three forms of precariousness suggested by Rodgers(1989) such as lack of resource, uncertainty and disempowerment as its analytical framework. Structural Equation Model was used for analyzing the path model of self-rated health, income level and social support(three forms of resource) affecting subjective wellbeing through uncertainty and disempowerment. Study population include young adults aged between 19 to 34 with a sample size of 415 using data of the 8th wave of the Korean General Social Survey(KGSS), 2010. Study population is divided into lower-age group (aged between 19-26) and upper-age group (aged between 27-34) in order to examine the differences between age groups by using Multiple Group Analysis. Study results show that three forms of resources, uncertainty and disempowerment had direct effect on the subjective well-being of South Korean young adults and disempowerment had the most significant effect among the factors. In addition, self-rated health and income level had indirect effect on subjective well-being through both uncertainty and disempowerment while social support had indirect effect on subjective well-being only through disempowerment. Results from the Multiple Group Analysis indicate that among the two age groups, income level only has a significant effect on subjective well-being in the upper-age group. In addition, disempowerment had greater effect on subjective wellbeing among upper-age group than the lower-age group. Based on the study results, this paper suggested policy implications and discussion for further research.

Drawing and Writing as Methods to Assist Students in Connecting and Integrating External Representations in Learning the Particulate Nature of Matter with Multiple Representations (물질의 입자적 성질에 대한 다중 표상 학습에서 외적 표상들 간의 연계와 통합을 촉진시키는 방안으로서의 그리기와 쓰기)

  • Kang, Hun-Sik;Kim, Bo-Kyung;Noh, Tae-Hee
    • Journal of The Korean Association For Science Education
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    • v.25 no.4
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    • pp.533-540
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    • 2005
  • This study investigated the effects of drawing and writing as methods to assist students in connecting and integrating multiple external representations provided in learning the particulate nature of matter. Seventh graders (N=224) at a coed middle school were assigned to a control group, a drawing group, and a writing group. The students were taught about "Boyle's Law" and "Charles's Law" for two class periods. Students observed macroscopic phenomena through experiments. After this observation, students in the control group learned the topic with both external visual and verbal representations simultaneously. Students in the drawing group drew their mental model from the external verbal representation provided, and then compared their drawing with external visual representation. Students in the writing group wrote their mental model from the external visual representation provided, and then compared their writing to the external verbal representation. The two-way ANCOVA results revealed that the scores of a conception test for the writing group were significantly higher than those for the control group. While the drawing group performed better than the control group, the difference is relatively smaller. There were no significant interactions between the instruction and spatial visualization ability in the scores of the conception test. Most students perceived the writing or drawing activities helpful in understanding the concepts, and a few students responded that the writing or drawing activity was interesting. Educational implications were discussed.

Prediction of Maximal Oxygen Uptake Ages 18~34 Years (18~34 남성의 최대산소 섭취량 추정)

  • Jeon, Yoo-Joung;Im, Jae-Hyeng;Lee, Byung-Kun;Kim, Chang-Hwan;Kim, Byeong-Wan
    • 한국체육학회지인문사회과학편
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    • v.51 no.3
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    • pp.373-382
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    • 2012
  • The purpose of this study is to predict VO2max with body index and submaximal metabolic responses. The subjects are consisted of 250 male aging from 18 to 34 and we separated them into two groups randomly; 179 for a sample, 71 for a cross-validation group. They went through maximal exercise testing with Bruce protocol, and we measured the metabolic responses in the end of the first(3 minute) and second stage(6 minute). To predict VO2max, we applied multiple regression analysis to the sample with stepwise method. Model 1's variables are weight, 6 minute HR and 6 minute VO2(R=0.64, SEE=4.74, CV=11.7%, p<.01), and the equation is VO2max(ml/kg/min)= 72.256-0.340(Weight)-0.220(6minHR)+0.013(6minVO2). Model 2's variables are weight, 6 minute HR, 6 minute VO2, and 6 minute VCO2(R=0.67, SEE=4.59, CV=11.3%, p<.01), and the equation is VO2max(ml/kg/min)= 68.699-0.277(Weight) -0.206(6minHR)+0.020(6minVO2)-0.009(6minVCO2). And the result did not show multicolinearity for both models. Model 2 demonstrated more correlation compared to Model 1. However, when we conducted cross-validation of those models with 71 men, measured VO2max and estimated VO2 Max had statistical significance with correlation (R=0.53, 0.56, P<.01). Although both models are functional with validity considering their simplicity and utility, Model 2 has more accuracy.

Assessment of Relationship between Social Support, Self-Rated Health Status, Life Satisfaction among Chronic Disease in Elderly: A Comparison with Healthy Elderlies through Multi-group Analysis (만성질환 노인의 사회적 지지가 삶의 만족에 미치는 영향과 주관적 건강상태의 매개효과 검증: 다중집단분석을 통한 건강한 노인과의 비교)

  • Kim, Sun;Nam, Seok In
    • 한국노년학
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    • v.37 no.3
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    • pp.783-801
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    • 2017
  • The purpose of this study is to examined the relationship between social support, self-rated health status and life satisfaction among elderlies with chronic disease. For this study, 228 respondents suffered from chronic diseases and 75 healthy elderlies aged over 65 were analyzed. For the data analysis, a structural equation analysis and multi-group analysis were performed. As a result, higher levels of social support for elderlies with chronic diseases showed a higher level of life satisfaction, and the self-rated health status was found to be a significant mediator. The social support of the elderlies with chronic diseases significantly impacted their self-rated health status differently on healthy elderlies. To improve the self-rated health status and life satisfaction of elderlies with chronic disease, social services should be offered with social support providers. This study is meaningful in suggesting selective implications for elderlies with chronic disease.

Designing of the Statistical Models for Imprinting Patterns of Quantitative Traits Loci (QTL) in Swine (돼지에 있어서 양적 형질 유전자좌(QTL) 발현 특성 분석을 위한 통계적 검정 모형 설정)

  • Yoon D. H.;Kong H. S.;Cho Y. M.;Lee J. W.;Choi I. S.;Lee H. K.;Jeon G. J.;Oh S. J.;Cheong I. C.
    • Journal of Embryo Transfer
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    • v.19 no.3
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    • pp.291-299
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    • 2004
  • Characterization of quantitative trait loci (QTL) was investigated in the experimental cross population between Berkshire and Yorkshire breed. A total of 512 F$_2$ offspring from 65 matting of F$_1$ parents were phenotyped the carcass traits included average daily gain (ADG), average backfat thickness (ABF), tenth rip backfat thickness (TRF), loin eye area (LEA), and last rip backfat thickness (LRF). All animals were genotyped for 125 markers across the genome. Marker linkage maps were derived and used in QTL analysis based on line cross least squares regression interval mapping. A decision tree to identify QTL with imprinting effects was developed based on tests against the Mendelian mode of QTL expression. To set the evidence of QTL presence, empirical significance thresholds were derived at chromosome-wise and genome-wise levels using specialized permutation strategies. Significance thresholds derived by the permutation test were validated in the data set based on simulation of a pedigree and data structure similar to the Berkshire-Yorkshire population. Genome scan revealed significant evidences for 13 imprinted QTLs affecting growth and body compositions of which nine were identified to be QTL with paternally expressed inheritance mode. Four of QTLs in the loin eye area (LEA), and tenth rip backfat thickness (TRF), a maternally expressed QTL were found on chromosome 10 and 12. These results support the useful statistical models to analyse the imprinting far the QTLs related carcass trait.