• Title/Summary/Keyword: correlation learning

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Correlation Analysis on Scratch-based Instructional Effectiveness and Learning Style of Elementary School Students (초등학생들의 학습 스타일과 스크래치 언어 활용 교육의 상관성 분석)

  • Han, Seon-Kwan;Han, Hee-Seop
    • Journal of The Korean Association of Information Education
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    • v.13 no.3
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    • pp.351-358
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    • 2009
  • This study shows how to impact on programming learning using Scratch by the learning style. Firstly, students were classified by learning styles test using the VARK questionnaire. After one semester of programming education, correlation with learning styles and various instructional factors was analyzed. Scratch-based programming education improves the cognitive effectiveness and learning satisfaction for elementary school students. Especially students with visual preference performed better on programming education based on Scratch statistically. As a result, the process of programming must be mainly considered in programming education.

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Factors Influencing on Self-directed Learning in Clinical Practice of Nursing Students (간호대학생의 임상실습에서의 자기주도학습에 영향을 미치는 요인)

  • Lee, Eunsoo;Kim, Miyoung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.25 no.2
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    • pp.163-172
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    • 2019
  • Purpose: The purpose of this study was to identify the effects of nursing students' belongingness and self-esteem on self-directed learning in clinical practice. Methods: The participants were 163 senior nursing students. Using a structured-questionnaire, data were collected from September to October 2016. Data were analyzed using independent t-test, ANOVA, $Scheff\acute{e}$, test Pearson's correlation coefficients, and multiple linear regression. Results: Self-directed learning in clinical practice had statistically significant correlation with belongingness (r=.47, p<.001) and self-esteem (r=.52, p<.001). Factors affecting self-directed learning were self-esteem (${\beta}=.38$, p<.001), belongingness (${\beta}=.30$, p<.001), and more than 5 members of clinical practice (${\beta}=.15$, p=.017). These three variables explained 35% of self-directed learning. Conclusion: In order to enhance self-directed learning in clinical practice of nursing students, nursing schools should provide training to increase self-esteem in nursing students. In addition, an appropriate number of students should be considered, so that they can have a well-developed sense of belonging to clinical practice.

Utilization of VR Immersive Content for Self-Directed Learning (VR 실감형 콘텐츠를 활용한 학생주도학습 활용사례)

  • Young-bok Cho
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.373-379
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    • 2023
  • With the 4th Industrial Revolution, VR/AR technology is developing, and since COVID-19, the use of VR/AR technology is increasing and is being used in various environments. In particular, AR technology can be used in various educational fields and the perception of VR in the educational field and learning satisfaction, problem-solving ability, and self-directed learning ability when using VR were analyzed. It was analyzed that perception of VR and learning satisfaction had a significant correlation at the significance level of 0.001, and problem-solving competency had a significant correlation between learning satisfaction and self-directed learning ability at the significance level of 0.05.

Smartphone Addiction and Learning disorder, Depression, ADHD association (스마트폰 중독 정도와 학습장애, 우울증 및 주의력결핍장애 연관성)

  • Kim, Eun Yeob;Park, Rae Woong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.7599-7606
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    • 2015
  • The objective of this study was to examine the correlations between smart phone addictions (SPA) and learning disorder (LD), attention deficit hyperactivity disorder (ADHD), and depression of post secondary level students, who were believed to have decent degree of self-commands. The correlation between the degree of smart phone addiction and learning disorder was 46 (p<0.001) and the correlation between the degree of smart phone addiction and ADHD was 48 (p<0.001). Meanwhile, the correlation between learning disorder and ADHD was 64 (p<0.001). From the multiple comparison of learning disorders, bothe the learning disorder and the ADHD of a group with lower degree of smart phone addiction showed mean differences that were more statistically significant than those of a group with higher degree of smart phone addiction. The depression of a group with lower degree of smart phone addition was also more statistically significant than that of a group with higher degree of smart phone addiction.

A study on Connection between Creativity Development and Emotional Quotient in Cartoon Learning (만화학습에 있어서 창의성개발과 감성지능의 관계에 관한 연구)

  • Choi, Mi-Ran;Cho, Kwang-Soo
    • Science of Emotion and Sensibility
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    • v.15 no.2
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    • pp.183-192
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    • 2012
  • This study aims at expressing the correlation of 'creativity' and 'emotional intelligence' in cartoon expression learning through literary research and correlation analysis. Analyses were made on each sub-factor for the self emotional intelligence evaluation and the creativity evaluation made by experts through cartoon expressions by elementary school students, who are the learners. Studies on preceding research showed that creativity and emotional intelligence had a correlation and that it is common preception that higher creativity is equivalent to higher emotional intelligence. However, results of correlation analysis in this study showed that while there is a relation between creativity evaluation and emotional intelligence in cartoon expression learning, not all factors were correlated. Furthermore, the results of emotional evaluation of the upper and lower group learners did not show similar results in the creativity evaluation. Through this study, it can be said that for emotional intelligence and creativity factors, finding the appropriate emotional intelligence development method would be the way to enhance creativity. Therefore, in order to develop creativity through cartoon expression learning, systematic research should be performed for extracting the relative emotional intelligence factors.

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The Examination of the Variables related to the Students' e-learning Participation that Have an Effect on Learning Achievement in e-learning Environment of Cyber University (사이버대학 e-러닝환경에서 학업성취도에 영향을 미치는 학습 참여 변인 규명)

  • Kang, Min-Seok;Kim, Jin-Il;Park, Inn-Woo
    • Journal of Internet Computing and Services
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    • v.10 no.5
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    • pp.135-143
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    • 2009
  • The purpose of this study is to examine the variables related to the students' e-learning participation that have an effect on learning achievement in e-learning environment of cyber universities. Based on the related research, the followings are derive. First, students' attendance and participation in discussion showed higher correlation with the learning achievement than other participation variables. However, the total studying time in online classes showed lower correlation with the learning achievement. Second, the variables that have an effect on the learning achievement were in the order of students' attendance, participation in discussion, access frequency to online classes, learning progress and number of data uploads. Third, by the learners' background, the difference among the variables that have an effect on learning achievement were found. Based on the results above, this study suggests considerations about participation variables to enhance the learning achievement in cyber universities.

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Analysis of structural relationships between self-directed learning, class environment, and learning satisfaction in online classes of high school students (일반고 학생의 자기주도 학습, 온라인 수업 환경 및 학습만족도 간의 구조적 관계분석)

  • Kim, Jin-Cheol
    • Journal of Industrial Convergence
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    • v.20 no.2
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    • pp.21-27
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    • 2022
  • Purpose: The purpose of this study is to investigate the structural relationship between self-directed learning, online class environment, and learning satisfaction of general high school students. 219 12th grade students in Sejong B High School responded to the survey questionnaire. For data analysis, correlation analysis and structural equation models were implemented. Results are as follows. First, there was a moderate or higher correlation between self-directed learning, online class environment, and learning satisfaction. Second, the model fit of the structural model among variables was good. Self-directed learning had an effect on the online class environment, and the online class environment had a positive effect on learning satisfaction. However, self-directed learning had no statistically significant effect on learning satisfaction. The researcher found the implication that learners' online class satisfaction showed a synergistic effect when students' self-directed learning ability and educators' excellent class environment are created. Also, the researcher proposed to analyze online learning satisfaction by comprehensively considering the individual, family, and school factors of various learners.

The Relationship between Learning Motivation, Learning Strategies, and Korean Proficiency of Chinese Korean Language Learners (중국인 학습자의 한국어 숙달도에 따른 학습동기와 학습전략의 관계)

  • Chang, Ji-Sun
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.435-443
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    • 2022
  • The purpose of this study was to analyze the relationship between learning motivation, learning strategies and Korean proficiency. Therefore, this study conducted a learning motivation and learning strategies survey on 101 learners of Korean language from Korean and Chinese universities who obtained a middle and high-level on the Test of Proficiency in Korean. A frequency analysis and correlation analysis was conducted on these students using the SPSS 28.0 program. As a result of the study, it was found that the motivation for learning Korean in Chinese learners was high in the order of integrated motivation and instrumental motivation. The frequency of using metacognitive strategies was the highest. There was no difference in learning motivation corresponding to Korean language proficiency, but there was a correlation in the use of social strategies for learners in levels 3, 4 and 5. Based on these research results, I proposed a teaching and learning method for Chinese learners. Further research should be conducted by comparing the learning motives and learning strategies of learners in the beginner-level group and learners in the middle and high-level group.

Local Feature Learning using Deep Canonical Correlation Analysis for Heterogeneous Face Recognition (이질적 얼굴인식을 위한 심층 정준상관분석을 이용한 지역적 얼굴 특징 학습 방법)

  • Choi, Yeoreum;Kim, Hyung-Il;Ro, Yong Man
    • Journal of Korea Multimedia Society
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    • v.19 no.5
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    • pp.848-855
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    • 2016
  • Face recognition has received a great deal of attention for the wide range of applications in real-world scenario. In this scenario, mismatches (so called heterogeneity) in terms of resolution and illumination between gallery and test face images are inevitable due to the different capturing conditions. In order to deal with the mismatch problem, we propose a local feature learning method using deep canonical correlation analysis (DCCA) for heterogeneous face recognition. By the DCCA, we can effectively reduce the mismatch between the gallery and the test face images. Furthermore, the proposed local feature learned by the DCCA is able to enhance the discriminative power by using facial local structure information. Through the experiments on two different scenarios (i.e., matching near-infrared to visible face images and matching low-resolution to high-resolution face images), we could validate the effectiveness of the proposed method in terms of recognition accuracy using publicly available databases.

Metacognitive Awareness, Preference, and Use of Effective Learning Strategies in Korean Undergraduates (대학생의 학습전략 효과성 인지, 선호 및 활용)

  • An, Da-Hwi;Lee, Heeseung
    • (The) Korean Journal of Educational Psychology
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    • v.32 no.3
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    • pp.321-353
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    • 2018
  • The purpose of this study was to investigate Korean undergraduate students' metacognitive awareness and preference of effective learning strategies. To achieve this goal, a scenario-based survey was conducted focusing on the metacognitive awareness, preference, and use of seven effective learning strategies (modality effect, static-media presentations, absence of extraneous details, testing, distributed learning, interleaved learning, generation) that were empirically supported. This study also aimed to explore the relationships between grade point average (GPA), metacognitive self-regulation, and the aforementioned variables to investigate which students know about, prefer, and use effective learning strategies. The majority of students were unknowledgeable about four of the seven strategies (modality effect, static-media presentations, absence of extraneous details, interleaved learning). Only half of the students were correctly aware of effectiveness of the two strategies (testing, generation). Moreover, students showed low preference for effective learning strategies. GPA did not show a significant correlation with metacognitive awareness and preference of effective learning strategies; however, it showed a significant positive correlation with the use of effective learning strategies. Only for a few learning strategies, metacognitive self-regulation showed a positive correlation with metacognitive awareness, preference, and/or their use. This study suggests that it is important to teach effective learning strategies to undergraduates with a specific direction of instruction. In addition, this study distinguishes metacognitive awareness from preference, suggesting that these two may reflect different constructs.