• Title/Summary/Keyword: self-learning

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Predicting Online Learning Adoption: The Role of Compatibility, Self-Efficacy, Knowledge Sharing, and Knowledge Acquisition

  • Mshali, Haider;Al-Azawei, Ahmed
    • Journal of Information Science Theory and Practice
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    • v.10 no.3
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    • pp.24-39
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    • 2022
  • Online learning is becoming ubiquitous worldwide because of its accessibility anytime and from anywhere. However, it cannot be successfully implemented without understanding constructs that may affect its adoption. Unlike previous literature, this research extends the Unified Theory of Acceptance and Use of Technology with three well-known theories, namely compatibility, online self-efficacy, and knowledge sharing and acquisition to examine online learning adoption. A total of 264 higher education students took part in this research. Partial Least Squares-Structural Equation Modeling was used to evaluate the proposed theoretical model. The findings suggested that performance expectancy and compatibility were significant predictors of behavioral intention, whereas behavioral intention, facilitating conditions, and compatibility had a significant and direct effect on online learning's actual use. The results also showed that knowledge acquisition, knowledge sharing, and online self-efficacy were determinates of performance expectancy. Finally, online self-efficacy was a predictor of effort expectancy. The proposed model achieved a high fit and explained 47.7%, 75.1%, 76.1%, and 71.8% of the variance of effort expectancy, performance expectancy, behavioral intention, and online learning actual use, respectively. This study has many theoretical and practical implications that have been discussed for further research.

The Effects of PEOE-Based Class on Learners' Long- and Short-Term Retention and Affective Area (PEOE 수업모형을 적용한 수업이 학습자의 장·단기 파지 및 정의적 영역에 미치는 효과)

  • Choi, Sung-Bong
    • Journal of Fisheries and Marine Sciences Education
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    • v.25 no.4
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    • pp.878-890
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    • 2013
  • The purpose of this study is to apply the PEOE class model that can enhance students' scientific creative problem-solving ability and self-directed learning ability in the middle school science subject and analyze the effects of it on students' long- and short-term retention, scientific creative problem-solving ability, and self-directed learning characteristics. And the paper has gained the following results: First, according to the result of analysis through the pre-test, post-test, and delay test to examine the effects of PEOE-based class on learners' long- and short-term retention, it is found to be statistically significant in the significant level of .05. In other words, the class using PEOE influences learners' short-term retention significantly, but it is even more effective in transmitting the concept that students acquire into their long-term memory. Second, according to the result of analysis through the pre-test and post-test to examine the effects of PEOE-based class on learners' scientific creative problem-solving ability, it is found to be statistically significant in the significant level of .05 in general. However, 'elaboration' and 'originality', the subfactors of scientific creative problem-solving ability, do not indicate significant effects. Third, according to the result of analysis through the pre-test and post-test to examine the effects of PEOE-based class on learners' self-directed learning characteristics, it is found to be statistically significant in the significant level of .05 as a whole. However, 'openness' and 'future-oriented self-understanding', the subfactors of self-directed learning characteristics, do not exert significant effects. Based on the above study results, it can be concluded that PEOE-based class is more effective for learners' academic achievement in science, scientific creative problem-solving ability, and self-directed learning characteristics than lecture-method instruction regarding the middle school science unit of 'The Properties of Air and Weather Change'.

The Influence of Regulatory Focus, Self-regulated Learning and Academic Burnout on Academic Achievement (조절초점, 자기조절학습 및 학업소진이 학업성취에 미치는 영향)

  • Jung, Eun-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.11
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    • pp.5455-5464
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    • 2013
  • The purpose of the present study was to investigate the role of self-regulated learning and academic burnout on the relationship between regulatory focus and academic achievement. The participants of this study were 312 university students and analyses for this study was conducted by using PASW 18.0 and Amos 8.0. The major achievements were as follows; Self-regulated learning confirmed mediating variable between regulatory focus and academic burnout, and academic burnout confirmed mediating variable between self-regulated learning and academic achievement. That is, regulatory focus had some effect on academic achievement through academic burnout based on self-regulatory learning. Finally, the needs of development about the counseling and the education approaches as a special intervention was discussed, and that approaches were reflected self-regulated learning to be improved and academic burnout to be reduced. Also, limitations and implications of subsequent further study were suggested in this research.

The Differences of Attribution Tendency and Self-regulated Learning Strategy between Gifted Students and General Students in Elementary School (초등 영재와 일반학생간의 학업성패에 대한 귀인성향과 자기조절학습전략 사용의 차이)

  • Lee, Shin-Dong;You, Mi-Sun;Choi, Byung-Yeon
    • Journal of Gifted/Talented Education
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    • v.18 no.3
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    • pp.425-442
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    • 2008
  • This study aims to investigate the differences between gifted students and general students in elementary school by comparing their attribution tendency and self-regulated learning strategy and verify the attribution tendency and self-regulated learning strategy of gifted students in elementary school. The subjects of this study were 105 gifted students in the fifth and sixth grades from the gifted education center and 105 general students in the fifth and sixth grades. The study findings were as follows: First, The gifted students showed a higher score on the success attribution while the general students showed a higher score on the failure attribution Second, the gifted students showed a higher score on all over the self-regulated learning strategy with its subordinate factors. Third, the gifted students in humanity showed a higher score on the control factor of cognitive strategy, the gifted students in mathematics on the action control factor of motive strategy and the gifted students in science on the other subordinate factors and all over the self-regulated learning strategy. Fourth, the boys showed a higher score on the factor of action control while the girls on all the other subordinate factors and all over the self-regulated learning strategy.

A Study on the Relationship between University Adaptation, Self-Leadership, Learning Commitment, and Career Adaptation (대학생의 대학생활적응, 셀프리더십, 학습몰입, 진로적응성 간의 관계에 관한 융합연구)

  • Bae, Yang-Ja;Park, Sun-Hee
    • Journal of Convergence for Information Technology
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    • v.9 no.6
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    • pp.104-111
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    • 2019
  • In this study, we examined the effects of University adaptation on career adaptation through self-leadership and learning commitment, and identified the regulatory effects of demographic characteristics (sex, grade, grade level, and willingness to work). To this end, we analyzed the data for 289 college students. The results of the study are as follows. First, adaptation to University life has a significant impact on learning commitment and self-leadership. However, adaptation to University life has an indirect effect on learning commitment and self-leadership rather than directly affecting career adaptation. Second, demographic characteristics have a regulatory effect on the path through which University adaptation affects career adaptation through self-leadership and learning commitment. The factors that were regulated were age, grade, and willingness to work. Therefore, in order to adapt to university life and adapt to career, we developed a program to improve self-leadership and learning commitment, and suggested that customized guidance is needed considering the differences in personal characteristics such as gender and academic background in university life and career counseling.

The Effect of Pre-Service Early Childhood Teachers' Motivation for Choosing Teaching on Career Adaptability: The Mediating Effect of Self-Directed Learning (예비유아교사의 교직선택동기가 진로적응력에 미치는영향 : 자기주도학습의 매개효과)

  • Se Jin Eom;Seung Hwa Jwa
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.291-300
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    • 2023
  • The purpose of this study is to analyze the effect of teachers' motivation for choosing teaching on the relationship with career adaptability through self-directed learning in 271 pre-service early childhood teachers. As a result of the study, first, career adaptability, self-directed learning, and motivation for choosing teaching were high in order. Second, there was a positive correlation that the higher the motivation for choosing a teaching profession, the higher the self-directed learning and career adaptation, and the higher the self-directed learning, the higher the career adaptation. Third, it was found that self-directed learning of pre-service early childhood teachers partially mediated teachers' motivation for choosing teaching and career adaptability. This study is significant in that it sought various perspectives in practicing high-quality early childhood teacher education program and provided basic data on teacher education program.

Center estimation of the n-fold engineering parts using self organizing neural networks with generating and merge learning (뉴런의 생성 및 병합 학습 기능을 갖는 자기 조직화 신경망을 이용한 n-각형 공업용 부품의 중심추정)

  • 성효경;최흥문
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.11
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    • pp.95-103
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    • 1997
  • A robust center estimation tecnique of n-fold engineering parts is presented, which use self-organizing neural networks with generating and merging learning for training neural units. To estimate the center of the n-fold engineering parts using neural networks, the segmented boundaries of the interested part are approximated to strainght lines, and the temporal estimated centers by thecosine theorem which formed between the approximaged straight line and the reference point, , are indexed as (.sigma.-.theta.) parameteric vecstors. Then the entries of parametric vectors are fed into self-organizing nerual network. Finally, the center of the n-fold part is extracted by mean of generating and merging learning of the neurons. To accelerate the learning process, neural network uses an adaptive learning rate function to the merging process and a self-adjusting activation to generating process. Simulation results show that the centers of n-fold engineering parts are effectively estimated by proposed technique, though not knowing the error distribution of estimated centers and having less information of boundaries.

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The relationship among self-efficacy, engineering interest and social support on adjustment to college and learning persistence in first year engineering college students (공과대학 신입생의 자기효능감, 공학흥미, 사회적지지, 대학생활적응 및 학업지속의향 간의 관계)

  • Lee, Myunghwa;Lee, Jeongmin
    • Journal of Engineering Education Research
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    • v.21 no.6
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    • pp.13-24
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    • 2018
  • The purpose of this research is to investigate the relationship among self-efficacy, engineering interest and social support on adjustment to college and learning persistence in first year engineering college students. The participants were 74 freshman of engineering college students, SPSS and SmartPLS were used to analyze the data. The key findings revealed were as follows: First, self-efficacy, engineering interest and social support had a significant influence on adjustment to college. Second, engineering interest and adjustment to college had a significant influence on learning persistence. This research suggested the implications for adjustment to college and learning persistence in engineering education.

A Study on the Development and Evaluation of a Collaborative Problem-Solving Learning Model for Nursing Students

  • Lee, Sowon;Kim, Boyoung
    • International Journal of Advanced Culture Technology
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    • v.9 no.1
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    • pp.168-176
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    • 2021
  • This study developed and evaluated a learning model to improve collaborative problem-solving skills for nursing students taking physiology courses. This one-group pretest-posttest design used the jigsaw cooperative learning method on 30 nursing students from one local university. We analyzed the effect of a cooperative problem- solving learning model using SPSS 21.0 to compare changes in the students' collaborative self-efficacy, problem-solving abilities, and team-member exchange. As a result, the participants showed significant increases in collaborative self-efficacy, problem-solving ability, and team-member exchange after experiencing cooperative problem- solving learning model. Therefore, we will help nursing students improve their communication skills by enhancing their collaborative self-efficacy and help them solve problems effectively in conflict situations.

Learning motivation of groups classified based on the longitudinal change trajectory of mathematics academic achievement: For South Korean students

  • Yongseok Kim
    • Research in Mathematical Education
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    • v.27 no.1
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    • pp.129-150
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    • 2024
  • This study utilized South Korean elementary and middle school student data to examine the longitudinal change trajectories of learning motivation types according to the longitudinal change trajectories of mathematics academic achievement. Growth mixture modeling, latent growth model, and multiple indicator latent growth model were used to examine various change trajectories for longitudinal data. As a result of the analysis, it was classified into 4 subgroups with similar longitudinal change trajectories of mathematics academic achievement, and the characteristics of the mathematics subject, which emphasize systematicity, appeared. Furthermore, higher mathematics academic achievement was associated with higher self-determination and higher academic motivation. And as the grade level increases, amotivation increases and self-determination decreases. This study suggests that teaching and learning support using this is necessary because the level of learning motivation according to self-determination is different depending on the level of mathematics academic achievement reflecting the characteristics of the student.