• Title/Summary/Keyword: 성취

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데이터 마이닝 기법을 이용한 직무교육 성취집단 예측모형 개발

  • Gwak, Gi-Hyo;Seo, Yong-Mu
    • 한국경영정보학회:학술대회논문집
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    • 2007.06a
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    • pp.318-323
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    • 2007
  • 국방부에서 발표한 ‘국방개혁에 관한 법률’ 에 따라 2014년까지 현역병들에 대한 복무기간이 단계적으로 단축될 예정이다. 이에 따라 좀 더 효율적인 직무교육 방안이 필요하게 되어, ‘차등제 교육’을 시행하고 있다. 이 교육의 효과를 향상시키기 위해서는 훈련병들의 예상 학업 성취도를 미리 정확하게 예측하는 것이 필수적이다. 따라서, 본 연구에서는 입교 초기에 얻을 수 있는 신병들의 제한된 자료들을 이용하여 교육 성취도 예측 모형을 개발하였다. 본 모형의 목적 변수는 ‘일반관리 인원’, ‘집중관리 인원’의 값을 갖는 이진형 성취집단 변수이며, 사용된 기법은 k-means 군집기볍과 Decision Tree 기법을 혼합한 모형, k-means 군집기법과 Neural Network 기법을 혼합한 모형, Decision Tree 모형, Neural Network 모형, Bayesian 모형, 그리고 Logistic 모형 등을 사용하였다. 그 결과 k-means 군집기법과 Decision Tree를 혼합한 모형이 가장 좋은 예측력올 보이는 것으로 나타났다. 이러한 교육 성취집단 예측 모형은 향후 군에서 이루어지는 다양한 교육 프로그램에 적극적으로 이용될 수 있을 것으로 기대된다.

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자녀의 학업성취에 미치는 가족배경, 사회자본 및 문화자본의 영향

  • Kim, Hyeon-Ju;Lee, Byeong-Hun
    • Korea journal of population studies
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    • v.30 no.1
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    • pp.125-148
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    • 2007
  • 본 연구에서는 부모의 사회경제적 지위가 자녀의 학업성취를 통해 재생산되도록 만드는 변수들의 영향을 밝히려고 하였다. 가족의 사회경제적 변수, 극히 사회자본과 문화자본이 독립적으로 또는 가족배경을 맥락으로 자녀의 학업성취도에 미치는 영향에 대해 분석하였다. 연구대상으로는 중고등학생 총 2771명의 사례를 분석하였다. 중학생에 비해 고등학생들의 학업성취에 미치는 부모의 사회경제적 배경변수의 영향력은 감소하였다. 그러나 사회자본과 문화자본의 영향력은 증가하였다. 성별에 따라 분석한 결과, 남학생의 경우는 부모의 사회경제적 변수와 가족의 사회자본과 문화자본의 영향력이 동시에 존재하나 여학생의 경우에는 사회자본과 문화자본의 영향이 거의 없고, 부모의 사회경제적 변수 중에서 아버지의 직업과 자산이 영향을 미치는 것으로 분석되었다. 사회자본과 문화자본의 영향력은 상당부분 부모의 사회경제적 자원에 흡수되는 경향이 있으나 가족의 자녀에 대한 관심은 여전히 학업성취도에 중요한 영향을 미치는 사회자본임을 발견하였다. 이번 연구결과를 통해 경제적 지원만으로는 자녀의 학업성취를 높이기 어려우며 사회자본이나 문화자본과 함께 결합된 사회경제적 지원이 자녀의 학업성취에 기여함을 발견하였다.

Scientific Concept of Middle School Students about Separation of Mixtures (중학생들의 과학 개념: 혼합물의 분리 개념을 중심으로)

  • Noh, Sehoon;Choi, Wonho
    • Korean Educational Research Journal
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    • v.37 no.1
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    • pp.103-116
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    • 2016
  • In this study, we examined scientific concept of middle school students about the concept of 'separation of mixtures' Understanding level of students was different by the educational achievement level, and the higher the educational achievement level, the more exactly they understood scientific concept. Misconception was observed at all the achievement level. The higher the achievement level, the common misconception was associated with concept definition. And the lower the achievement level, the common misconception was associated with phenomenon.

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Assessment type and gender differences in science achievement (평가 방법에 따른 과학 성취도에서의 성 차이)

  • Shin, Dong-Hee;Kim, Dong-Young
    • Journal of The Korean Association For Science Education
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    • v.23 no.3
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    • pp.265-275
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    • 2003
  • The purpose of this study is to investigate the differences of science achievement between female- and male students in different assessment types, expecting the reconsideration of their scientific ability. to accomplish this purpose, the school science achievement score of 1,487 female- and male students in 2000 were analyzed from the perspectives of assessment methods and gender differences, achievement level and gender differences, and gender characteristics in correlation between each assessment type and total science score. The science achievement score in this study includes mi-term and final paper-and-pencil test in two semesters and performance assessment. The results are as follows. First, in the total science achievement score, whereas female students achieved significantly better than male counterparts in the 7th grade, there was no significant difference between two genders in the 8th and 9th grades. Second, as for the close-ended items, all students, regardless of their gender and grade, showed no significant difference. As for the open-ended items, whereas female students achieved significantly better than male counterparts in the 7th grade, there was no significant difference between gender in the 8th and 9th grades. As for the performance assessment, all female students, regardless of their achievement level, achieved significant better than male counterparts, which is very noteworthy. Third, in the uppermost achievement level, there was no significant difference not only in close- and open ended items but also in performance assessment. Fourth, male students' correlation between performance assessment and total science score was relatively higher than female students'. The result of this study, that female students did significantly better than male students in performance assessment, is interesting in that performance assessment is widely accepted as more reliable and valid method in measuring students' various ability than traditional paper-and-pencil test.

Failure experience and aspirations for the future: Indigenous psychological analysis of Korean adolescents and their parents (청소년과 부모의 실패와 미래성취 의식을 통해 본 한국인의 성취관련 토착심리)

  • Young-Shin Park;Uichol Kim;Sooyeun Tak
    • Korean Journal of Culture and Social Issue
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    • v.11 no.2
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    • pp.73-108
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    • 2005
  • This study examines the failure experience and aspirations for future among Korean adolescents and their parents using indigenous psychological analysis. The first part of this paper reviews the achievement literature that has used indigenous psychological analysis. The second part of this paper provides an empirical analysis of 482 students (primary=117, middle school=88, high school=72, and university=205) and 507 parents of the adolescents (fathers= 236, mothers=271). The open-ended questionnaire developed by Park and Kim (1999) was adopted for the study that asked the respondents to list the most painful experience, the person that was the most responsible for the failure, and the most important reason for the failure. The section on aspirations for the future asked the respondents to list the achievement that they would most likely to succeed, the person that they need assistance from, the type of support they need from the person, and the most important factor that would lead to them to success. The results indicate that for students the most painful failure was related to academic failure and for adults, it was related to family life. The person that was most responsible for the failure was reported by both samples be themselves. As for the most important factor that influenced their failure was a lack of self-regulation, such as a lack of effort and persistence. For the aspiration for future, students listed academic and occupational success and for adults listed harmonious family life as the most important. For social support, the adolescents listed their parents and adults listed their spouse as the person that they need assistance from. As for type of support, they listed emotional support to be the most important. As for the most important factor that would contribute to their success, majority of students and adults listed self-regulation. Based on these results and previous indigenous studies indicate, the following four conclusions could be drawn: (1) the emphasis of self-regulation as the most important reason for their past achievement, the future success and the lack of self-regulation for their failure; (2) the importance of receiving emotional support from family members; (3) the importance of educational aspiration and achievement for providing the basis of economic development; and 4) the importance goal of achieving harmonious family life.

An Analysis on the Level of Achievement in Geography Based on NAEP in the United States (NAEP 문항 반응에 기초한 미국 학생들의 지리 성취수준 분석)

  • Park, Sun-Mee
    • Journal of the Korean association of regional geographers
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    • v.11 no.5
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    • pp.474-487
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    • 2005
  • This paper aims to provide empirical evidence required to describe the level of achievement by analyzing students' item response in NAEP implemented in the United States in 2001. The geography assessment in the NAEP is aimed to test students of 4th, 8th, and 12th grades, and consists of content dimension and cognitive dimension, The former includes 'space and place' 'environment and society' and 'spatial dynamics and connections,' and the latter includes 'knowing' 'understanding' and 'applying,' The level of achievement is defined as three levels for each grade: Basic, Proficient, and Advanced. In this paper, descriptions of achievement is derived inductively from an analysis of student's responses to the items which were selected by using item-mapping method. As a result, there is a great difference between the level of achievement derived empirically from students' response and the level of achievement designed principally suggested by the expert committee. The former could have a contribution to the improvement in geography curriculum.

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An Analysis of Science Academic Achievement and Chemistry Items for Multiple Culture and North Korean Migrant Students (다문화·탈북 가정 학생의 과학 학업성취도 특성 및 화학 문항 분석)

  • Kim, Hyun-Kyung
    • Journal of the Korean Chemical Society
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    • v.58 no.3
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    • pp.303-312
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    • 2014
  • In this study, we analyzed the characteristics of science academic achievement by multiple culture and North Korean migrant students types, percentage of correct answer and discrimination per items per groups, and contents domains using quantitative and qualitative method in the National Assessment of Educational Achievement (NAEA). As a results of analysis, the degree of science academic achievement of the students from multiple culture and North Korean is much lower than that of the general students. Also, the science academic achievement of the students from multiple culture and North Korean migrant is different from the general students. Especially, science academic achievement of the immigrated students and the North Korean migrant students was lowest. The analysis of items that the difference of the percentage of correct answer was large showed that the students from multiple culture and North Korean migrant were equally weak to it in all contents domains, but that the students from international marriage family born in country were weak in some areas. Therefore, the appropriate the teaching and learning method and the educational support is needed considering the group situation, so the educational implications are discussed.

Study on Gifted Teachers' Perceptions of Gender Differences in Mathematics and Science Learning Ability (수학, 과학 학업성취의 성차에 대한 영재교사의 인식 연구)

  • Chae, Yoo-Jung;Ryu, Ji-Young
    • Journal of The Korean Association For Science Education
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    • v.31 no.8
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    • pp.1110-1120
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    • 2011
  • The purpose of this study was to investigate teachers' perceptions of gender differences in students' mathematics and science learning ability. The sample included 289 elementary and secondary school gifted teachers. The teachers filled out the survey, asking their perceptions of gender differences in mathematics and science learning ability, as well as of the reasons of the differences. The results were as follows: 1) 65% of the teachers responded that gender differences existed in students' mathematics and science learning ability, 2) 63% of the teachers perceived that the differences began around higher elementary or middle school ages, 3) 57% of the teachers thought that gender differences existed in the high-achieving student group. Teachers perceived the reasons of differences were 1) differences in inborn ability, 2) the different expectation, and 3) the different ways of parental cares. Since teachers' perceptions of students' ability would impact teachers' attitudes on students, implications and suggestions were included in this article to provide teachers insights that promote students' better learning.

Effect of Contextual Variables on Mathematics Achievement -Based on Analysis of TIMSS 2007 Using Path Analysis- (학생의 배경 요인이 수학 성취도에 미치는 영향력 분석 -TIMSS 2007 자료를 활용한 경로분석을 중심으로-)

  • Lee, Hee-Jung;Park, Chun-Gun;Huh, Nan
    • Journal of the Korean School Mathematics Society
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    • v.15 no.3
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    • pp.585-603
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    • 2012
  • The purpose of this study is to explore the effects of the contextual variables on mathematics achievement based on TIMSS(the Trends in International Mathematics and Science Study) 2007 using Path Analysis with SEM(a Structural Equation Model). The books in the home, the highest level of education of mother, the highest level of education of father, the ambitions of education, the towards mathematics, the frequence of self study, and the times of homeworks are used as independent variables. The Mathematics achievement is dependent variable. The results of this analysis are as follows. First, parents' the highest level of education, the books holdings at home, and the towards effect the ambitions of education. The Mathematics achievement is indirectly being affected by them. Second, The Mathematics achievement is indirectly being affected by the ambitions of education, the towards mathematics, and the times of homeworks.

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Many-sided Analysis on Korean Students' Affective Characteristics in Mathematical Learning (수학 학습에서 초.중.고 학생들의 정의적 특성에 대한 다각적 분석)

  • Kim, Sun Hee
    • School Mathematics
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    • v.15 no.1
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    • pp.61-75
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    • 2013
  • This study analyzed Korean students' affective characteristics in mathematical learning according to school and sex by Factor Analysis and Cognitive Diagnosis Theory. In numerical affective achievements by Factor Analysis, there are mean differences between schools, i.e. elementary school and secondary school. And there are sexual differences within schools and boys show more positive achievement than girls. By Cognitive Diagnosis Theory, I investigated 6 affective attributes' proportions that students achieved according to school and sex. Middle school students' proportion is highest in self-control and anxiety and the attribute that students achieved most in all school is cognizing mathematical value. Boys show higher proportion in self directivity, interest and confidence than girls, but girls show higher proportion in anxiety than boys. In personal profiles, the proportion of students who achieved 5 attributes except anxiety is highest.

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