• Title/Summary/Keyword: learning outcomes

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Identifying the Effects of Repeated Tasks in an Apartment Construction Project Using Machine Learning Algorithm (기계적 학습의 알고리즘을 이용하여 아파트 공사에서 반복 공정의 효과 비교에 관한 연구)

  • Kim, Hyunjoo
    • Journal of KIBIM
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    • v.6 no.4
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    • pp.35-41
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    • 2016
  • Learning effect is an observation that the more times a task is performed, the less time is required to produce the same amount of outcomes. The construction industry heavily relies on repeated tasks where the learning effect is an important measure to be used. However, most construction durations are calculated and applied in real projects without considering the learning effects in each of the repeated activities. This paper applied the learning effect to the repeated activities in a small sized apartment construction project. The result showed that there was about 10 percent of difference in duration (one approach of the total duration with learning effects in 41 days while the other without learning effect in 36.5 days). To make the comparison between the two approaches, a large number of BIM based computer simulations were generated and useful patterns were recognized using machine learning algorithm named Decision Tree (See5). Machine learning is a data-driven approach for pattern recognition based on observational evidence.

Investigating Factors Affecting Flipped Learning Outcomes (플립드러닝 성과를 예측하는 요인 규명)

  • Lee, Jeongmin;Noh, Jiyae;Chung, Younhwa
    • Journal of The Korean Association of Information Education
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    • v.20 no.1
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    • pp.57-68
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    • 2016
  • The purpose of this study is to examine factors affecting flipped learning outcomes. For this study, 44 middle school students participated in flipped learning activities during science classes. After 5 week of classes, they responded the following surveys: intrinsic motivation, self-regulation, interest in class, interest in science, and learning achievement. Multiple regression analyses with correlation applied to this study as data analysis methods. The results showed that intrinsic motivation significantly predicted interest in class and interest in science. In addition, self-regulation significantly predicted learning achievement. Therefore, these findings imply that intrinsic motivation and self-regulation should be considered for designing flipped learning activities in middle school science classes.

Analysis of the difference between teaching & learning satisfaction and achievement of students financially supported and not supported by university

  • Park, Young-Sool;Choi, Eun-Mee;Kwon, Lee-Seung
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.6
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    • pp.807-823
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    • 2018
  • The purpose of this study is to analyze whether there is a financial incentive effect by analyzing the difference of educational performance between the specialization department students who receive financial support and the students who do not receive support. This study collected survey data of 334 students including 290 students who were financially supported and 44 students who were not financially supported. Through the collected data, frequency analysis and descriptive statistics analysis were performed on the general characteristics of the subjects. T-test was conducted to analyze the difference of teaching & learning performance between students with financial support and those who did not, and then the difference analysis by grades was F-test. The average value of the subjects' teaching & learning satisfaction scores was 2.99, and the result was higher than that of the female students. The higher the age, the higher the grade, the higher the grade, the higher the financial support students were. The average of teaching & learning achievement composition items of the survey subjects was 2.27, and it was found that male students, older students, and students who received financial support had higher average of teaching & learning outcomes than students who did not receive financial support respectively. Students who receive financial support have higher teaching & learning satisfaction and outcomes than students who are not financially supported. The longer the period of financial support, the older the better, and the male students are more satisfied with the teaching & learning, the better the teaching & learning.

Career Developmental Competency and Academic Outcomes according to Parent-Adolescent Contact Frequency (부모-자녀 간 대화 빈도 인식에 따른 진로개발역량, 학업적 특성 차이)

  • Yeon, Eun Mo;Choi, Hyo-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.3
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    • pp.339-351
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    • 2021
  • This study was designed to classify the parents' and their children's perception of contact frequency and to examine differences between career development competency and academic outcomes according to perceptional differences. Data of elementary school to high school students from the School Career Education Survey (2018) were used, and latent profile analysis (LPA) was utilized to explore the parents' and their children's perception of contact frequency. The perception of parents' and their children's contact frequency was classified into six groups in elementary and middle school and seven groups in high school. Career development competency (self-understanding and social competence, job understanding, career exploration, and career design and reparation) and academic outcomes (autonomous learning, motivation, and self-directed learning) of classified groups related to contact frequency significantly differed. In general, groups who reported a higher perception of contact frequency by children than parents showed higher vocational identity and better academic outcomes. This result implies that perceived contact frequency between parents and children can differ by school level, and its differences can be related to career development competency and academic outcomes of adolescents.

Metacognition, Learning Flow and Problem Solving Ability in Nursing Simulation Learning (간호시뮬레이션 학습에서 메타인지, 학습몰입 및 문제해결력)

  • Oh, Yun-Jeong;Kang, Hee-Young
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.20 no.3
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    • pp.239-247
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    • 2013
  • Purpose: This study was done to investigate the relationship between metacognition, learning flow, and problem solving ability in simulation learning of nursing students and to identify the factors influencing problem solving ability. Methods: The study sample was 136 nursing students. Data were collected from September to November, 2012 using a structured questionnaire on metacognition, learning flow and problem solving ability. Descriptive statistics, Pearson correlation and stepwise multiple regression analysis were used with the SPSS win 20.0 program to analyze the data. Results: There were significant positive correlations between metacognition, learning flow and problem solving ability. Learning flow was a significant factor affecting problem solving ability. These variables accounted for 33% of variance. Conclusion: These results suggest that simulation learning has a positive effect on nursing students' learning outcomes.

A Study on Metaverse Learning Based on TPACK Framework

  • Jee Young, Lee
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.1
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    • pp.56-62
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    • 2023
  • In the educational environment of the post-COVID-19 era, metaverse learning, which can improve the disadvantages of online learning and improve learning outcomes, is attracting attention. Metaverse is expected to play an important role as a learning experience platform (LXP) that can provide immersion and experience for learners. In order to successfully introduce and utilize metaverse learning that utilizes the metaverse platform, teachers' knowledge of metaverse-related technologies and pedagogical convergence is important. So far, teacher knowledge for educational use of the metaverse has not been explored. In this regard, this study explored the TPACK (Technological, Pedagogical And Content Knowledge) framework as a teacher's knowledge system for metaverse learning. Based on this, this study designed the class contents of metaverse learning. The results of this study are expected to diffuse the importance of TPACK required for metaverse learning and contribute to the development of teachers' competence.

Structural Relationships of Factors Affecting Learning Outcomes in China-MOOC (중국 MOOC 학습성과에 영향을 미치는 요인 간의 구조적 관계 규명)

  • Lee, Jeongmin;Chung, Hyunmin
    • Journal of Information Technology Services
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    • v.19 no.1
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    • pp.159-172
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    • 2020
  • The purpose of this study is to examine the structural relationship among factors affecting learning engagement, satisfaction, continuance intention in China-MOOC. For this study, data were collected from 334 students who were taking MOOC classes. and structural equation model ling analyses were employed to examine the causal relationships among variables. From the results of this study, First, self-regulated learning and interaction significantly affected learning engagement. Second, interaction had direct effects on satisfaction. Third, satisfaction significantly affect continuance intention. Furthermore, satisfaction mediated relationships between interaction and continuance intention. These results imply that self-regulated learning, interaction, learning engagement should be considered for designing and implementing China-MOOC learning. Further implication are discussed in the study.

The Applicability and Effects of Flipped Learning on 'Public Health Nursing' Courses

  • Kang, Soo Jin
    • Journal of muscle and joint health
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    • v.28 no.1
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    • pp.70-78
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    • 2021
  • Purpose: Flipped learning is a novel teaching strategy for encouraging students to engage in the learning process. This study aimed to redesign the public health nursing course and examine the implications of flipped learning on learning outcomes, self-efficacy, and self-leadership in undergraduate programs. Methods: A one-group, pretest-posttest design was used. A total of 80 students participated in this study. The flipped learning method was employed between April 14 and June 5, 2016. The data were analyzed using descriptive statistics and an independent t-test. Results: The self-efficacy of the lower 25% group based on academic performance was significantly increased; however, self-leadership did not show any change after utilizing flipped learning. Overall, 65.4% of the students were satisfied with their class. Conclusion: Flipped learning was an effective strategy for students with low achievement. Despite these advantages, it was considered to reduce the burden of studying.

A RESEARCH ANALYSIS ON EFFECTIVE LEARNING IN INTERNATIONAL CONSTRUCTION JOINT VENTURES

  • L.T. Zhang;W.F. Wong;Charles Y.J. Cheah
    • International conference on construction engineering and project management
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    • 2007.03a
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    • pp.450-458
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    • 2007
  • This paper presents the results of a statistical analysis and its research findings focusing on the learning aspect in the process of international joint ventures (IJVs). The contents of this paper is derived from a sample of 96 field cases based on a proposed conceptual model of effective learning for international construction joint ventures (ICJVs). The paper presents a brief review on the conceptual model with hypotheses and summarized the key results of statistical analysis including factor and multiple regression analysis for the testing of the validity of the proposed conceptual model and its associated research hypotheses. Among other research findings, the research confirms that ICJVs provides an excellent platform of in-action learning for construction organization and suggests that good outcomes in learning could be reaped by a company who has a clear learning intent from the beginning and subsequently take corresponding learning actions during the full process of the joint venture.

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A Study on Jigsaw Model Application in Teaching and Learning Mathematics

  • YOO, Sang Eun;SON, Hong Chan
    • Research in Mathematical Education
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    • v.19 no.4
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    • pp.195-209
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    • 2015
  • The current study investigated meaning of Jigsaw model application in teaching and learning mathematics based on the literature research and analysis of Jigsaw models. Through related literature, properties of the tasks of the expert sheets in mathematics are examined. Then the advantages of the application of Jigsaw in mathematics are discussed in terms of the realizing mathematical connections and promoting positive affective outcomes of Korean students in mathematics.