• The Journal of Korean Association of Computer Education
• /
• v.14 no.3
• /
• pp.25-36
• /
• 2011

The purpose of this study was to analyze the effects of educational programming language(EPL) using the meta-analysis method. In order to achieve the purpose of this study, t-test and F-test were performed for the effect size differences between the variables. The results of the study were as follows: First, EPL turned out to be highly effective in improving learning effects. The total mean of effect size was as big as 1.01 and the value of $U_3$ was 84.38%. EPL increased the learning effect by 34.38% compared with the control group. Second, the moderator variables such as subject, publication type, and learner's school age there was no statistically significant differences. By designing the experiment nonequivalent control group pretest-posttest design showed statistically significant effect size compared with single group pretest-posttest design. Third, the mean effect sizes of the dependent variables were as follows: Creativity 1.90, problem solving ability 1.25, logical thinking ability 1.18, learning motivation 0.81, and achievement 0.59. EPL showed positive effect than traditional teaching and learning method comprehensively.

• Journal of Digital Convergence
• /
• v.17 no.12
• /
• pp.1-11
• /
• 2019

The purpose of this study is to investigate factors influencing educational performance and mediating effects of learning presence in the university flipped learning classroom. For achieving this purpose, self-regulation, learning presence, and collaborative preference were selected as learner variables, and perceived academic achievement and learning engagement were selected as variables for educational performance. To investigate causal relationships among the variables, 39 university students who took 16 week course flipped-learning class participated self-reported survey. Collected data were analyzed by multiple regression and mediation analyses. The results were as follows: first, learning presence and self-regulation affected learning engagement, and moreover, the learning presence mediated between self-regulation and learning engagement. Second, only learning presence affected perceived academic achievement. Therefore, various strategies for effective flipped learning should be considered, and well-designed classroom activities that can promote learners self-regulation, learning presence, and learning engagement are needed to successful flipped learning.

• The Korean Journal of Applied Statistics
• /
• v.32 no.5
• /
• pp.671-681
• /
• 2019

Studies on predicting arrhythmia using machine learning have been actively conducted with increasing number of arrhythmia patients. Existing studies have predicted arrhythmia based on multivariate data of feature variables extracted from RR interval data at a specific time point. In this study, we consider that the pattern of the heart state changes with time can be important information for the arrhythmia prediction. Therefore, we investigate the usefulness of predicting the arrhythmia with multivariate time series data obtained by extracting and accumulating the multivariate vectors of the feature variables at various time points. When considering 1-nearest neighbor classification method and its ensemble for comparison, it is confirmed that the multivariate time series data based method can have better classification performance than the multivariate data based method if we select an appropriate time series distance function.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.18 no.10
• /
• pp.462-470
• /
• 2017

The purpose of this study is to identify the relationship among the self-directed learning ability, academic self-efficacy and academic achievement of elementary school students. The subjects of this study were 197 sixth graders. The results of this study were as follows. First, the correlations among self-directed learning ability, academic self-efficacy and academic achievement were significant. Second, among the variables of self-directed learning ability and academic self-efficacy, self-confidence, preference for task difficulty, self-understanding of learner and independent mind of learning were positively related to academic achievement. These results imply the need for measures to increase these variables of academic efficacy and self-directed learning ability in the field of education in order to improve students' academic achievement.

• Journal of the Korea Society of Computer and Information
• /
• v.23 no.11
• /
• pp.229-238
• /
• 2018

The purpose of this study is to investigate the mediating effect of learners' learning flow in the effect of presence on academic achievement in web-based e-learning. For this purpose, this study analyzed the influencing relationship between the each factor based on the structural model with the learning flow as a mediator variable. Based on existing theoretical studies, learning satisfaction and academic achievement, which represent learning outcomes, are set as dependent variables, and teaching presence, cognitive presence, and social presence are set as independent variables. Data collected from a total of 256 e-learning learners were used in the analysis of this study. According to the results of the analysis, teaching presence, cognitive presence, and social presence were found to have a significant effect on academic achievement when a learning flow is a mediator variable. Concretely, teaching presence, cognitive presence, and social presence have a positive effect on the learning flow, while learning flow has a positive effect on learning satisfaction. On the other hand, learning flow has a negative effect on academic achievement. As a result of verifying the mediating effect of learning flow on the relationship between presence, learning satisfaction, and academic achievement, there was meditating effect in the aggregate. This study implies that in order to increase the level of learning satisfaction and academic achievement, it is necessary to make the teaching-learning design in the provision of contents and materials for e-learning so that the learner can feel the presence. The results of this study can be used as a basic data for seeking support and promotion strategies for enhancement of future learning flow and presence.

• The Journal of Korean Academic Society of Nursing Education
• /
• v.16 no.1
• /
• pp.5-13
• /
• 2010

Purpose: This study investigated the effects of Web-Contents Learning by nursing students on nursing knowledge, self-directed learning and clinical competence. Method: This study was a quasi-experimental, nonequivalent control group pre-post test. For the study, 146 nursing students were selected from three colleges. Seventy-six were experimental subjects and 70 were control subjects. The subjects in the experimental group studied Web-Contents along with four weeks of clinical practice. Data were collected by structured questionnaires and analyzed using the SPSS program. Result: The experimental group showed significant increase in their nursing knowledge (t=-3.866, p=.001). However, no significant differences were observed between the two groups in self-directed learning (t=-.759, p=.449) and clinical competence (F=.891, p=.347). Conclusion: From our investigation, the present study suggests some implication for learner-related variables. Elaboration of experimental design to validate the effects of Web-Contents Learning should be carried out.

• Journal of Engineering Education Research
• /
• v.15 no.6
• /
• pp.80-85
• /
• 2012

This study investigates significant factors regarding college freshman engineering students and analyses each factors influence on student satisfaction in the College of Engineering core curriculum. We carried out a survey targeting 505 students who completed their fundamental education for major course learning in the 2011 academic year while attending one college in Gwangju and ruled out inadequate respondents. A total sample size 437 students were analyzed. The seven independent variables are academic fees, academic term period, academic environment of the classroom, learning material content, time of lecture, student sincerity and student need for the program. The dependent variable is fundamental education satisfaction level. As a result of multiple regression analysis, the following factors were found to be significant in the following order: learning material content, time of lecture, student sincerity, student need for the program, academic fees and academic environment of the classroom. On the other side academic term period was not significant. For improving fundamental education satisfaction, there is a need for prudent consideration regarding learning material development and lecture times. Also further investigation should take place for policies necessary for increasing learner motivation and sincerity, and expand appropriate conditions for learners to become self-aware of the education they need within their major.

• Journal of Engineering Education Research
• /
• v.22 no.6
• /
• pp.40-50
• /
• 2019

The purpose of this study is to explore characteristics of engineering students' everyday creativity compared with those of undergraduate students. For this, we investigated whether there were differences in undergraduates' everyday creativity according to majors, gender and grade. Everyday creativity can be defined as thinking and activities producing useful and suitable personal products, and to solve problems in a new and unique ways. Thus everyday creativity is reported to be universal ability creative people can express in their everyday life. Eight hundred and fifty seven students from three universities in three Korean regions responded to Everyday Creativity Scale. Our findings show that firstly, there were significant differences in undergraduates' everyday creativity by majors and gender. Whereas there were no differences in the same survey by grade. Engineering students obtained significantly lower score of everyday creativity as well as its sub-scales. Also, there were significant differences in everyday creativity's sub-factors by gender. Based on these findings, practical implications for creativity education are discussed with particular attention to learner's individual variables.

• Journal of Korea Society of Digital Industry and Information Management
• /
• v.18 no.1
• /
• pp.115-124
• /
• 2022

This study analyzed the intention of continuous use of the electronic attendance-absence system. Perceived ease of use, acceptance attitude, and user satisfaction variables were selected to analyze the factors affecting the intention of continuous use. To achieve the purpose of this study, a survey was conducted targeting students who had experience in using the electronic attendance-absence system at K University located in Chungcheongbuk-do. The use environment of the electronic attendance-absence system was non-face-to-face, and the questionnaires answered by 921 students were analyzed. The study results are as follows. First, perceived ease of use and acceptance of the electronic attendance-absence system were found to have a positive effect on user satisfaction. Second, it was found that the learner's perceptual ease, acceptance attitude, and user satisfaction for the electronic attendance-absence system had a positive effect on the intention of continuous use. This study is meaningful in that it identified the intention of continuous use based on the experience of the electronic attendance-absence system in a non-face-to-face environment.

• Educational Technology International
• /
• v.7 no.1
• /
• pp.59-79
• /
• 2006

The purpose of this study is to measure the impact of motivation on academic achievement and satisfaction of adult learners in an e-Learning environment, and to come up with strategies to improve the effectiveness of e-Learning for adult learners. In order to find answer, devices were developed, tested for validity and reliability, and use for testing variables for 289 adult learners. To measure the impact of achievement motivation on learning in job training, a multiple regression analysis was performed. The analysis results show that achievement motivation has an impact on academic achievement with significance level .001, but does not have an impact on a learner's satisfaction. Further analyses on the subcategories of achievement motivation show that individual-oriented motivation affects achievement with significance level of .001, while social-oriented motivation does not. From this finding, some strategies to boost individual-oriented motivation are suggested to enhance effectiveness of job training in e-Learning environment. Further strategies to boost individual-oriented motivation should be developed by studying various aspects of e-Learning such as learning environments, learning culture, learning modes and methods, and evaluation.