• 제목/요약/키워드: Reliability of Academic Achievement

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Application of AIG Implemented within CLASS Software for Generating Cognitive Test Item Models

  • SA, Seungyeon;RYOO, Hyun Suk;RYOO, Ji Hoon
    • Educational Technology International
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    • 제23권2호
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    • pp.157-181
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    • 2022
  • Scale scores for cognitive domains have been used as an important indicator for both academic achievement and clinical diagnosis. For example, in education, Cognitive Abilities Test (CogAT) has been used to measure student's capability in academic learning. In a clinical setting, Cognitive Impairment Screening Test utilizes items measuring cognitive ability as a dementia screening test. We demonstrated a procedure of generating cognitive ability test items similar as in CogAT but the theory associated with the generation is totally different. When creating cognitive test items, we applied automatic item generation (AIG) that reduces errors in predictions of cognitive ability but attains higher reliability. We selected two cognitive ability test items, categorized as a time estimation item for measuring quantitative reasoning and a paper-folding item for measuring visualization. As CogAT has widely used as a cognitive measurement test, developing an AIG-based cognitive test items will greatly contribute to education field. Since CLASS is the only LMS including AIG technology, we used it for the AIG software to construct item models. The purpose of this study is to demonstrate the item generation process using AIG implemented within CLASS, along with proving quantitative and qualitative strengths of AIG. In result, we confirmed that more than 10,000 items could be made by a single item model in the quantitative aspect and the validity of items could be assured by the procedure based on ECD and AE in the qualitative aspect. This reliable item generation process based on item models would be the key of developing accurate cognitive measurement tests.

전문대학생을 위한 학습전략 진단 도구의 개발 (Development of Learning Strategy Scale for College Students)

  • 박성미
    • 수산해양교육연구
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    • 제21권1호
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    • pp.16-27
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    • 2009
  • The purpose of this study was to develop of learning strategy scale for college students. This study further classified several sub-areas and defined each concepts of learning strategy. Based upon the classification of each sub-areas, tentative test items were developed through the verification of validity by three professionals. A pilot study of the developed scale was administered to 239 college students. And the research collected major data from 1,012 college students. Data were analyzed to obtain item quality, reliability, and validity analysis. The results of this study were as follows. The scale for learning strategy was defined by eight factors and they were 'self-management strategy', 'examination-readiness strategy', 'cognitive strategy', 'memorizing strategy', 'reporting strategy', 'resource-utilization strategy', 'self-regulated strategy', 'cooperative learning strategy'. The results of the confirmatory factor analysis proved the eight factors in the learning strategy. And criterion validity evidence was also obtained from a correlation analysis of the level of academic achievement.

Development and Validation of Life Safety Awareness Scale of High School Students and Analysis of Interindividual Differences

  • Lee, Soon-Beom;Kim, Eun-Mi;Kong, Ha-Sung
    • International journal of advanced smart convergence
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    • 제11권4호
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    • pp.104-119
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    • 2022
  • Life safety awareness level diagnosis is necessary for customized safety education and continuous safety awareness. As the starting stage of safety education for each life cycle, a scale that has verified the reliability and validity of high school students' life safety awareness has not yet been developed. In this context, the purpose of this study is to develop and validate the life safety awareness scale of high school students and to analyze interindividual differences. Questionnaire data was collected from April to June 2022 from 834 students in the first, second, and third grades of high schools in △△ city in Jeollabuk-do. A final 25-item scale was developed using the preliminary survey, preliminary test, the main test, descriptive statistical analysis, and exploratory and confirmatory factor analysis. This scale consists of four sub-factors: 'safety prevention', 'safety knowledge', 'safety preparation', and 'safety protection'. Good reliability and validity were verified by analysis of content validity and construct validity. The generalizability of the scale was verified by crossover validation between the search group and the crossover group. Based on the interindividual differences analysis, although there was a difference between genders in life safety awareness, there was no difference by grade level and academic achievement. This study is significant in developing the first valid scale that can measure high school students' life safety awareness and providing the necessity and rationale for life safety education by life cycle considering individual gender differences.

수학 영재 판별 도구 개발 - 수학 창의적 문제 해결력 검사를 중심으로 -

  • 김홍원
    • 영재교육연구
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    • 제8권2호
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    • pp.69-89
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    • 1998
  • The purpose of this study is to develop a test which can be used in identification of the gifted students in the area of mathematics. This study was carried out for two years from 1996. Mathematical giftedness is, in this study, regarded as a result of interaction of mathematical thinking ability, mathematical creativity, mathematical task committment, background knowledge. This study presumed that mathematical thinking ability is composed of seven thinking abilities: intuitive insights, ability for information organization, ability for visualization, ability for mathematical abstraction, inferential thinking ability(both inductive and deductive thinking abilities), generalization and application ability, and reflective thinking. This study also presupposed that mathematical creativity is composed of 3 characteristics: fluency, flexibility, originality. The test for mathematical creative problem solving ability was developed for primary, middle, and high school students. The test is composed of two parts: the first part is concentrated more on divergent thinking, while the second part is more on convergent thinking. The major targets of the test were the students whose achievement level in mathematics belong to top 15~20% in each school. The goodness of the test was examined in the aspects of reliability, validity, difficulty, and discrimination power. Cronbach $\alpha$ was in the range of .60~.75, suggesting that the test is fairly reliable. The validity of the test was examined through the correlation among the test results for mathematical creative problem solving ability, I. Q., and academic achievement scores in mathematics and through the correlation between the scores in the first part and the scores in the second part of the test for mathematical creative problem solving ability. The test was found to be very difficult for the subjects. However, the discrimination power of the test was at the acceptable level.

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초등학생의 인터넷 과다 사용과 스트레스와의 관계에 대한 자아통제력의 중재효과 (The Moderated Effects of Self-control on the Relationship between Excessive Use of the Internet and the Stress Levels of Elementary School Children)

  • 조성연
    • 아동학회지
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    • 제31권5호
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    • pp.47-61
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    • 2010
  • This study examined the moderated effects of self-control on the relationship between elementary school children's excessive use of the Internet and their stress levels. The participants were 403 elementary school children from Chungnam-do. The instruments used were the 'Internet Addiction Autodiagnosis Scale (K-Scale)', the 'Stress Scale' and the 'Self-control Rating Scale'. The collected data were analyzed by t test, F test and the Scheffe test for a post hoc test, Pearson's partial correlation and stepwise multiple regression, and Cronbach's ${\alpha}$ for reliability by SPSS program (17.0 version). The results were as follows : First, it was found that there were significant differences in terms of excessive use of the Internet, stress levels, and self-control by gender, grade, academic achievement, the beginning year of first Internet access and the number of hours of Internet usage hours per day. Second, there were significant positive correlations between excessive use of the Internet (r = .40, p < .001) and stress levels (r = .44, p < .001) and the immediate satisfaction of self-control. Finally, the immediate satisfaction of self control was seen to moderate the relationships between the total scores for the excessive use of the Internet and stress levels and between withdrawal of excessive use of the Internet and the accompanying stress levels.

전국 시도별 비산먼지 배출량 산정 (2001년도) (Estimation of Fugitive Dust Emission by Administrative Districts)

  • 김현구;정용원;홍지형
    • 한국대기환경학회지
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    • 제20권2호
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    • pp.263-276
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    • 2004
  • According to the annual emission estimates of U.S.A., fugitive dust, the particulate matter entrained in the ambient air which is caused from man-made or natural activities such as movement of soil, vehicles, equipments and windblown dust, contributes 90% of PM$_{10}$ emission. In spite of an importance of fugitive dust emission in PM$_{10}$ estimation, it is excluded in the national emission inventory of Korea so far. In this paper, an emission inventory of fugitive dust for each region and in major cities throughout the country, which is the first time in Korea these values have been compiled, is presented. Sources of fugitive dust emission have been classified into paved/unpaved roads, construction operations, agricultural operations, and natural sources. The emission factors of the existing fugitive dust emission were reassessed in a way that significantly improved the reliability of the estimated result. The Korea's first national emission inventory of fugitive dust by administrative districts proposed in this paper would provide scientific reference data for establishing an reduction strategy of PM$_{10}$ and preparing effective control measures, and would contribute to academic achievement in the atmospheric environments field and the establishment of CAPSS (Clean Air Policy Support System).stem).

초등학생을 위한 가정 신문 활용 척도의 개발 및 타당화 (Development and Validation of Home Newspaper Utilization Scale for Elementary School Students (HNUS-E))

  • 최나야;정수정
    • Human Ecology Research
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    • 제57권2호
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    • pp.225-241
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    • 2019
  • This study develops and validates an objective scale to measure newspaper use at home by elementary school students and parents. We developed a preliminary scale of 59 items through the review of literature on newspaper use and mediation as well as the examination of content validity by education experts. Collected data were analyzed using SPSS 21.0 and AMOS 21.0 programs. A total of 42 items were supported by 703 parents with students in grades 1-6 using exploratory factor analysis. The model included 3 categories and 9 sub-factors: instruction (modeling, restriction, and text instruction), activities (play activity, conversation, online mediation, and scrap activity), and belief (academic achievement and information acquisition). Confirmatory factor analysis confirmed and validated the model fit; in addition, convergent validity, and discriminant validity, and cross validity was confirmed through correlation analysis by gender comparison and grade comparison. We also verified the validity of this scale through correlation analysis based on Yu and Jung (2012)'s newspaper mediation variables and scale in regards to children's motivation for using newspapers. Finally, internal consistency reliability and half reliability were also confirmed. In conclusion, the suitability and stability of home newspaper utilization scale for elementary students (HNUS-E) were confirmed. This scale provides parents and educators with ideas for the development of the children's literacy, cognitive, and affective domains that can be effectively used in research on newspaper use for school-aged children.

청소년의 스트레스와 사회적 지원에 관한 연구: 스트레스 생활사건, 사회적 지원 제공자와 유형을 중심으로 (A Study of Korean Adolescents' Stress and Social Support: Focusing on stress events, social supporters and types of social support)

  • 박영신 ;전성숙 ;손주연 ;박영자 ;송옥란 ;쩜
    • 한국심리학회지 : 문화 및 사회문제
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    • 제22권4호
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    • pp.487-522
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    • 2016
  • 이 연구의 주된 목적은 한국 청소년의 스트레스 경험에 관련된 지각을 살펴보고, 스트레스 상황에서의 사회적 지원을 분석하는데 있다. 이를 위해 학교급별로 스트레스 생활사건과 증상, 사회적 지원 제공자와 유형을 살펴보았다. 분석대상은 청소년 952명(초 219, 중 280, 고 212, 대 241)이었다. 스트레스 증상의 신뢰도는 Cronbach α계수 .88, 질적 분석에 대한 채점자 간 신뢰도는 89.6%, Kappa계수가 .87이었다. 분석결과는 다음과 같다. 첫째, 청소년의 가장 대표적인 스트레스 생활사건은 학업이었으며, 그 다음으로 진로/취업, 가족관계, 친구관계, 역량부족, 경제적 어려움의 순서로 나타났다. 학업 스트레스는 고등학생이, 진로/취업 스트레스는 대학생이 가장 높았다. 둘째, 청소년의 스트레스 증상은 학교급별로 차이가 있었는데, 고등학생이 가장 높고 초등학생이 가장 낮았다. 셋째, 사회적 지원 제공자로 친구가 가장 대표적이었으며, 그 다음으로 자기자신, 부모, 교사, 형제자매, 선후배의 순서로 나타났다. 초등학생에서 대학생으로 됨에 따라 친구 및 선후배의 지원이 증가했으나, 부모의 지원은 감소했다. 넷째, 사회적 지원 유형으로 정서적 지원이 가장 대표적이었고, 그 다음으로 없음, 조언, 직접적 문제해결, 대화의 순서였다. 모든 학교급별에서 정서적 지원을 가장 많이 받았으며, 초등학생에서 대학생으로 됨에 따라 조언은 증가했고, 직접적 문제해결은 감소했다.

전문대학생용 학습전략 진단 척도의 온라인 활용을 위한 재타당화 연구 (Scale Revalidation Study for Online Use of the Learning Strategy Diagnostic Scale for Junior College)

  • 황재규
    • 문화기술의 융합
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    • 제8권1호
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    • pp.349-359
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    • 2022
  • 이 연구의 목적은 전문대학생용 학습전략 척도(K-Learning Strategy Scale for College)의 온라인 활용을 위해 학습인지와 학습정서 요인의 문항을 추가하고 재타당화하는 것이다. 전문대학생의 학습전략에 영향을 미칠 수 있는 학습인지, 학습행동, 학습정서의 하위요인을 각각의 항목별로 구체적으로 탐색하고 분석하는 것은 자기성찰과 학업성취도 향상을 위해 중요하다. 추가된 문항은 학습인지 요인의 학습정보처리 과정에서의 주의집중을 진단하는 2개 문항과 학습정서 요인의 타인에 대한 불안수준을 진단하는 대인불안 요인 2개 문항이다. 연구대상 지역은 전국 5개 지역으로 실시하였으며, 연구대상자는 불성실 응답 327명을 제외한 923명의 전문대학생이다. 수정된 K-LSS_r 척도는 학습인지(18문항), 학습정서(15문항), 학습행동(19문항)의 3개 영역 하위요소로 구성된 총 52문항의 전문대학생용 학습전략 진단 척도이며, 본 연구에서 일반화를 위한 신뢰도 검증 결과 척도 전체 Cronbach의 α 계수는 .896이었고, 3개 요인의 Cronbach의 α 계수는 .876에서 .910이었다. 척도의 반분신뢰도 계수는 전체가 .858이었고 3개 요인의 반분신뢰도계수는 .792에서 .843이었다. 5개 지역 소재 대학생 350명을 대상으로 3주간의 검사-재검사 신뢰도 검증 결과는 전체가 .884이었으며, 일반화를 위한 타당도 검증 결과에서 구인타당도가 통계적으로 유의한 정적상관을 나타내었다.

동력분산형 고속철도 주행성능 동역학 해석을 위한 기반기술 개발 (Development of fundamental technology for dynamic analysis of the high speed EMU (Electric Multiple Unit))

  • 윤지원;박태원;전갑진;박성문;정광열
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 추계학술대회 논문집
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    • pp.380-386
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    • 2008
  • The development of a new railway vehicle is under progress through the Next Generation High-Speed Rail Development Project in Korea. Its aim is to develope fundamental technology of the vehicle that can run over 400km/h. The new distributed traction bogie system, 'HEMU'(High-speed Electric Multiple Unit), will be used and is different from that of previously developed high speed railway vehicles. Previous vehicles adopted push-pull type system, which means one traction-car drives rest all of the vehicle. Due to the difference, investigation on dynamic behavior and its safety evaluation are necessary, as a part of verification of the design specification. In the paper, current progresses of researches are presented. And the High-Speed Railway vehicle system is evaluated for a dynamic characteristic simulation. Proper dynamic models including air-suspension system, wheel-rail, bogie and car-body is developed according to the vehicle simulation scenario. The basic platform for the development of dynamic solver is prepared using nodal, modal coordinate system and wheel-rail contact module. Operating scenario is prepared using commercial dynamic analysis program and used for development of dynamic model, which contains many parts such as carbodies, bogies and suspension systems. Furthermore, international safety standard is applied for final verification of the system. Finally, the reliability of the dynamic model will be verified with test results in the further researches. This research will propose a better solution when test results shows a problem in the parts and elements. Finally, the vehicle that has excellent performance will be developed, promoting academic achievement and technical development.

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