• 제목/요약/키워드: learning-flow

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A Relationship of Learning flow and Dropout in Local University Students: The Mediating Effect of College Adaption (지방 사립대학교 재학생의 학습몰입과 학업중단과의 관계: 대학생활적응의 매개효과)

  • Myoung, Sung-Min;Lee, Hong-Ki
    • Journal of the Korea Society of Computer and Information
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    • 제20권6호
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    • pp.21-28
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    • 2015
  • The purpose of this study is to find out the mediation effect of college adaption for the relationship between learning flow and university dropout in local university. For this study, 281 university students in Chungbuk region were applied to assess the mediation effect of college adaption for learning flow and university dropout by using confirmatory factor analysis, hierarchical multiple regression of Baron and Kenny, and Sobel test. The results show that more learning flow tended to have more difficultly in university dropout, and it was founded that academic and social adjustment for university adaption(mediator) partially mediated the influence of learning flow (independent variable) on univeristy dropout (dependent variable), institutional adjustment was fully mediated, and personal-emotional adjustment was no mediation effect. Based on the results of this study, we suggest a implication to decrease university dropout through increasing learning flow and university adaption.

Influence of Premenstrual Syndrome and Stress Response on Learning Flow in Nursing Students (간호대학생의 월경전증후군과 스트레스반응이 학습몰입도에 미치는 영향)

  • Shim, Chung-sin
    • The Journal of the Convergence on Culture Technology
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    • 제5권2호
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    • pp.83-91
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    • 2019
  • The purpose of this study was to investigate the relationship among the variables and the influence of premenstrual syndrome and stress response on the learning flow of nursing students. Method : The participants were 162 nursing students in K city, who were surveyed between June 1 and June 10, 2018, using self-report questionnaire. Result: There were positive correlation between premenstrual syndrome of participants and stress response(r=.389, p<.001). There were negative correlation between premenstrual syndrome and learning flow(r=-1.93, p<.014), between stress response and learning flow(r=-.216 p<.001). The variables for learning flow where stress response(${\beta}=-.314$, p<.001) and Psychological change of menstruation(${\beta}=-.358$, p<.001), with a coefficient of determination($R^2$) of 30.3%. The result of this study will be useful in preparing basic date for improvement of the learning flow of the nursing students and it will be necessary to develop educational programs and strategies related with the premenstrual syndrome and stress response disposition.

Convergent Influence of Self Efficacy, Academic Control and School Resilience on TOEIC Learning Flow among Health College Students (보건계열 대학생의 자기효능감, 학업통제감 및 학교적응유연성이 TOEIC 학습몰입에 미치는 융복합적인 영향)

  • Hong, Soomi;Bae, Sang-Yun
    • Journal of Digital Convergence
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    • 제16권12호
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    • pp.373-381
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    • 2018
  • This study investigates convergent influence on TOEIC learning flow and its association with self efficacy, academic control and school resilience among health college students. Data collection was carried out using a self-administered questionnaire from May 1 to May 29, 2018 and the target was randomly selected 255 health college students in TOEIC class from college located in J city. TOEIC learning flow was positively correlated with self efficacy, academic control and school resilience. With the analysis of covariance structure, we could confirm relationship among self efficacy, academic control, school resilience and TOEIC learning flow. School resilience was more influential on TOEIC learning flow than self efficacy and academic control. The results of the study indicate that the efforts to manage these factors are required to increase TOEIC learning flow of health college students in TOEIC class. The results are expected to be used to develop TOEIC learning curriculum increasing the TOEIC learning flow among health college students in TOEIC class. In the following study, the survey about additional factors of influence on TOEIC learning flow will be needed.

Effects of Self-Determination Motivation to Learning Flow on in Self-Regulated Learning: Mediating Effect of Metacognition (자기조절학습 환경에서 자기결정성 학습동기가 학습몰입에 미치는 영향: 메타인지의 매개효과)

  • Kim, Jung Hyo;Park, Mi Kyung
    • Journal of the Korea Convergence Society
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    • 제9권2호
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    • pp.349-357
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    • 2018
  • The purpose of this study was to identify the self-determination motivation on learning flow by college nursing students and the mediation effects of metacognition. A sample of 145 subjects were recruited from two university in G city. And data were collected from Nov 21 to Nov 30, 2016. Data were analyzed using with SPSS 22.0. The factors affecting the learning flow were self-determination motivation, planing and monitoring of metacognition, sex and explanatory power was 66.3%. All of the metacognition factors had a partial mediating effect in the relationship between self-determination motivation and learning flow. This study is to provide basic data to develop the nursing education method to improve learning flow in the field where self regulated learning is increasing.

Relationship between General Characteristics, Learning Flow, Self-Directedness and Learner Satisfaction of Medical Students in Online Learning Environment (온라인 학습환경에서 의과대학생의 일반적 특성, 학습몰입, 자기주도성, 학습만족도간의 관계)

  • Jeon, Seong Ju;Yoo, Hyo Hyun
    • The Journal of the Korea Contents Association
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    • 제20권8호
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    • pp.65-74
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    • 2020
  • The purpose of this study is to analyze relationship between general characteristics of learners and learner-related variables such as learning flow, self-directedness and learner satisfaction, thereby find out effective online teaching methods and provide the necessary basic data for improving learning satisfaction. A total of 473 students of medical school in C region were the subjects of this study and surveyed for research in a self-reporting form. According to the study, proportion of 31 to 40 minutes (38.9%) of learning engaged time was the highest, 65.5% of the learners studied regularly, more than those who studied irregularly(34.5%), and the higher the grade, the higher the percentage of learners who studied regularly. Learning flow averaged 4.03 (±0.86), self-directedness averaged 4.49 (±0.97), and learner satisfaction averaged 4.38 (±1.01). There were significant differences in learning flow, self-directedness and learner satisfaction according to grade, learning engaged time, and learning regularity. the factors affecting learner satisfaction were grade, learning flow, and self-directedness, with 72.5% adjusted R-squared. This study is expected to be used to establish an online learning management system to improve learning satisfaction by identifying variables related to learning satisfaction in the online learning environment of medical students.

Two-phase flow pattern online monitoring system based on convolutional neural network and transfer learning

  • Hong Xu;Tao Tang
    • Nuclear Engineering and Technology
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    • 제54권12호
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    • pp.4751-4758
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    • 2022
  • Two-phase flow may almost exist in every branch of the energy industry. For the corresponding engineering design, it is very essential and crucial to monitor flow patterns and their transitions accurately. With the high-speed development and success of deep learning based on convolutional neural network (CNN), the study of flow pattern identification recently almost focused on this methodology. Additionally, the photographing technique has attractive implementation features as well, since it is normally considerably less expensive than other techniques. The development of such a two-phase flow pattern online monitoring system is the objective of this work, which seldom studied before. The ongoing preliminary engineering design (including hardware and software) of the system are introduced. The flow pattern identification method based on CNNs and transfer learning was discussed in detail. Several potential CNN candidates such as ALexNet, VggNet16 and ResNets were introduced and compared with each other based on a flow pattern dataset. According to the results, ResNet50 is the most promising CNN network for the system owing to its high precision, fast classification and strong robustness. This work can be a reference for the online monitoring system design in the energy system.

The impact of flow on learning performance in the e-Learning systems (e-Learning 플로우가 학습성과에 미치는 영향)

  • Lee, Moon-Bong
    • Journal of Korea Society of Industrial Information Systems
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    • 제15권1호
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    • pp.85-94
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    • 2010
  • One of the most significant changes is the paradigm shift from teacher-centered learning to learner-centered learning. Along with this paradigm shift, understanding of characteristics of e-learners who are both system users and learners is needed. Before suggesting a comprehensive framework, this study proposes research model that can improve a learning performance using the flow theory. The results show that intrinsic interest and focused attention are significant predictors of learning performance. Especially, intrinsic interest is more important on learning performance than focused attention. Information quality and skill are found to be strong predictors of the intrinsic interest. Also, perceived ease of use, skill and computer self-efficacy are strong predictors of the focused attention.

A Study on the Influence of the Motivational Characteristics of m-Learning on the Learning Outcome (m-Learning의 동기화요인이 학습성과에 미치는 영향)

  • So, Won-Geun;Kim, Ha-Kyun
    • Journal of Fisheries and Marine Sciences Education
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    • 제24권3호
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    • pp.368-377
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    • 2012
  • In this study, a survey was held of m-learning educators in order to find out about the influence given to motivation by the characteristics of m-learning based on the parameters of the learning outcome. As a result of the analysis, it was revealed that the characteristics of m-learning provide a significant effect on the learning outcome and it was shown that the learning outcome provides a significant effect on the learning flow as well. This study aims to provide direction and guidelines for support service for learners for the improvement of the quality of m-learning to bring about enhancement in results and the fulfillment of successful learning by students.

Development of Flow Visualization Device with Smoke Generator in Learning Wind Tunnel (학습용 풍동의 연기 유동가시화 장치 개발)

  • Lim, Chang-Su;Choi, Jun-Seop
    • 대한공업교육학회지
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    • 제32권2호
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    • pp.87-103
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    • 2007
  • The purpose of this study was to develop of the smoke flow visualization device of learning wind tunnel, teaching-learning materials in order to demonstrate air-flow around the fluid-flow field qualitatively and understand the resistance concepts of fluid-flow in secondary school. The contents of this study were consisted of the development and experiment of smoke flow visualization for learning wind tunnel. The main results of this study were as follows: First, this developed teaching-learning material here will help students understand the fundamental physical phenomena related with the resistance of fluid and the various patterns of air-flow in the field of transportation technology. Second, flow visualization has shown the same tendency in both of theoretical and experimental patterns. Third, the airfoil model has the smallest wake region meaning resistance against air-flow of circular cylinder and square rod model. Forth, flow separation point at leading edge and wide wake region began to show under the angle of attack of airfoil model ${\alpha}$ is $20^{\circ}$. Fifth, the wake width of the flow field behind a golf ball with dimple became slightly narrower than that without dimple. Sixth, the developed device was made to apply the teaching and learning materials for the experiment and practice in order to increase students' interest and attitude.

An Analysis of Structural Relationship among Academic Self-directed Learning, Leaning Flow, and Self-efficacy of Golf Department Students in Colleges (골프학과 대학생의 학업적 자기효능감과 학습몰입 및 자기주도학습의 관계 검증)

  • Cho, Sang-Woo;Kang, Hyun-Wook
    • Journal of the Korean Applied Science and Technology
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    • 제37권5호
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    • pp.1067-1077
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    • 2020
  • The purpose of this study is to verify the relationship between academic self-efficacy and self-directed learning through learning flow of golf department students. This study consisted of 257 students who participated in golf classes and the data of 270 students were analyzed. The structure equation model was analyzed by SPSS 21.0 or AMOS 22.0. The results are as follows. First, the academic self-efficacy of golf department students showed a positive effect on their learning flow. Second, the learning flow of college students in the golf department showed a positive effect on their self-directed learning. Third, the academic self-efficacy of golf department students showed a positive effect on their autonomous learning.