• Journal of Practical Engineering Education
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• v.14 no.2
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• pp.267-277
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• 2022

Achievement at university is recognized in a comprehensive sense as the level of qualitative change and development that students have embodied as a result of their experience in university education. Therefore, the academic achievement of university students will be given meaning in cooperation with the historical and social demands for diverse human resources such as creativity, leadership, and global ability, but it is practically an indicator of the outcome of university education. Measurement of academic achievement by such credits involves many problems, but in particular, standardization of academic achievement by credits based on evaluation methods, contents, and university rankings is a very difficult problem. In this study, we present a model that uses machine learning techniques to predict whether or not academic achievement is excellent for D-University graduates. The variables used were analyzed using up to 96 personal information and bachelor's information such as graduation year, department number, department name, etc., but when establishing a future education course, only the data after enrollment works effectively. Therefore, the items to be analyzed are limited to the recommended ability to improve the academic achievement of the department/student. In this research, we implemented an academic achievement prediction model through analysis of core abilities that reflect the philosophy, goals, human resources image, and utilized machine learning to affect the impact of the introduction of the prediction model on academic achievement. We plan to apply the results of future research to the establishment of curriculum and student guidance conducted in the department to establish a basis for improving academic achievement.

• Journal of Technologic Dentistry
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• v.28 no.1
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• pp.83-102
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• 2006

The purpose of this study is to understand the present conditions and problems of the joint education between industry and the academic world in the field of dental technology which were identified by the department of dental technology with the related industries and to meet their expectations for the cooperative education. The results of this study will be able to be furnished as basic data in deciding the direction of policy toward skillful dental technicians with a view to improving job employment rate of college graduates. The questionnaires for data were done by the dental technicians working in Daegu City and Kyeongbuk Province and students studying at the department of dental technology, Daegu Health College. The questionnaires of this study were processed by SPSS program. We could confirm through the investigation that on-the-job training as one of the joint policies between industry and the academic world is closely related to all the college education and that the results of on-the-job training can be expected under the close cooperation and the complementary relationship between industry and the academic world. Therefore, this study indicates the directions of policy toward skillful technicians through the cooperation between industry and the academic world as follows : 1. The cooperative systems among industry, academic world, and government are needed for the improvement of efficient job employment rate. The continuous training programs are needed to be built up for the maintenance and development of the technicians'specialty after employment. 2. The all-in-one educational programs both education and employment are needed for the on-the-job training through the cooperation between industry and the academic world, and the activation of the organizations which fully operate them is also needed. That's because the sufficient on-the-job training as one of the joint policies between industry and the academic world and the education of the whole man and the improvement of sociality for the expectant graduates in the academic world can be the methods which reduce the jobless rate and the job-change rate.

• Research in Mathematical Education
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• v.13 no.2
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• pp.75-90
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• 2009

There are concepts in calculus which are difficult to teach and learn. One of these concepts is integration. However, problem posing has not yet received the attention it deserves from the mathematics education community. There is no systematic study that deals with teaching of calculus concepts by problem posing oriented teaching strategy. In this respect this study investigated the effect of problem posing on students' (prospective teachers') academic success when problem posing oriented approach is used to teach the integral concept in Calculus-II (Mathematics-II) course to first grade prospective teachers who are enrolled to the Primary Science Teaching Program of Education Faculty. The study used intervention-posttest experimental design. Quantitative research techniques were employed to gather, analyze and interpret the data. The sample comprised 79 elementary prospective science teachers. The results indicate that problem posing approach effects academic success in a positive way and at significant level.

• Archives of Plastic Surgery
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• v.41 no.3
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• pp.213-217
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• 2014

The widespread use of microsurgery in numerous surgical fields has increased the need for basic microsurgical training outside of the operating room. The traditional start of microsurgical training has been in undertaking a 5-day basic microsurgery course. In an era characterised by financial constraints in academic and healthcare institutions as well as increasing emphasis on patient safety, there has been a shift in microsurgery training to simulation environments. This paper reviews the stepwise framework of microsurgical skill acquisition providing a cost analysis of basic microsurgery courses in order to aid planning and dissemination of microsurgical training worldwide.

• Korean Journal of Human Ecology
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• v.18 no.3
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• pp.609-618
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• 2009

The study examined the effects of parenting process(supportive and involving mother-adolescent relationship, father-adolescent relationship) and school process(teachers' support, school life satisfaction) on adolescents' academic achievement and self-evaluation. Participants were 1787 middle school students (902 boys, 885 girls) in KEEP(Korean Education and Employment Panel). Structural equation modeling indicated that parenting and school process influenced adolescents' self-evaluation through adolescents' academic achievement. Also, the analysis with One Way ANOVA revealed that positive school (parenting) processes can serve a protective-stabilizing function when parenting(school) processes are negative.

• International Journal of Contents
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• v.15 no.4
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• pp.97-106
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• 2019

EMI (English as a Medium of Instruction) classes are now accepted policy at Korean universities, yet students often struggle with required academic English writings. The present study examined an EMI class that used direct instruction and access to online assistive English writing software. From preliminary analysis, 26 students expressed interest in how an EMI academic writing class could facilitate improved English writing skills. Study participants completed a survey on self-efficacy and learning needs and assignments for an EMI academic writing class. To establish inter-rater reliability, three trained raters assessed the written essays of students prior to and after instructional intervention. Fleiss' Kappas statistics showed moderate reliability. Students' opinions on the use of online software were also analysed. Paired t-test was run on the quality of students' pre- and post-instruction assignments, and there was significant difference in the rated scores. Self-efficacy was found to have moderate positive association with improved post-essay writing scores.

• Journal of the Korean Data and Information Science Society
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• v.25 no.6
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• pp.1475-1480
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• 2014

This article analyzes the academic achievement of students who entered A university from 2011 to 2012 using grade point average (GPA). The purpose of this analysis is to find the relationship between admission factors and academic achievement. Contrary to our expectation, GPA of student selected from KSAT is higher than that of selected from CSAT. So, designing and running university entrance type, it is necessary to consider admission factors deliberately.

• International Journal of Computer Science & Network Security
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• v.21 no.12spc
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• pp.539-543
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• 2021

Data mining technique was used to track student's performance during years studding in college and determine the impact of GPA_SEC on the GPA student rates according to the current academic advising method used on student's status. The study utilized a sample of 5436 individuals were drawn from two colleges in Majmaah University, KSA during 2013-2018 period. The results showed that the student's completion status in terms of graduation, dropout, Stumbling or dismissed was classified according to the average grades of admission from secondary school GPA_SEC. The results show the effect of the current academic advising that most of students gain less grades comparing with GPA_SEC in addition that the higher GPA_SEC was the higher graduation, dropout and dismissed decreased when GPA_SEC was high.. Therefore, the study recommends tracking students academically to evaluate their results of each semester to find out the causes of the deficiencies and addressing them within the departments.

• Anatomy and Cell Biology
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• v.56 no.4
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• pp.508-517
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• 2023

In cancer patients, chemo/radio therapy may cause infertility by damaging the spermatogenesis affecting the self-renewal and differentiation of spermatogonial stem cells (SSCs). In vitro differentiation of stem cells especially mesenchymal stem cells (MSCs) into germ cells has recently been proposed as a new strategy for infertility treatment. The aim of this study was to evaluate the proliferation and differentiation of SSCs using their co-culture with Sertoli cells and conditioned medium (CM) from adipose tissue-derived MSCs (AD-MSCs). Testicular tissues were separated from 2-7 days old neonate Wistar Rats and after mechanical and enzymatic digestion, the SSCs and Sertoli cells were isolated and cultured in Dulbecco's modified eagle medium with 10% fetal bovine serum, 1X antibiotic, basic fibroblast growth factor, and glial cell line-derived neurotrophic factor. The cells were treated with the CM from AD-MSCs for 12 days and then the expression level of differentiation-related genes were measured. Also, the expression level of two major spermatogenic markers of DAZL and DDX4 was calculated. Scp3, Dazl, and Prm1 were significantly increased after treatment compared to the control group, whereas no significant difference was observed in Stra8 expression. The immunocytochemistry images showed that DAZL and DDX4 were positive in experimental group comparing with control. Also, western blotting revealed that both DAZL and DDX4 had higher expression in the treated group than the control group, however, no significant difference was observed. In this study, we concluded that the CM obtained from AD-MSCs can be considered as a suitable biological material to induce the differentiation in SSCs.

• The Korean Journal of Emergency Medical Services
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• v.17 no.1
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• pp.51-62
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• 2013

Purpose : The purpose of this study was to verify the effects of academic self-efficacy on self-directed learning attitude of emergency medical students. Methods : A total of 209 emergency medical technology students filled out the questionnaire after receiving the informed consents. The questionnaire consisted of demographical characteristics, academic self-efficacy and self-directed learning attitude. Results : Academic self-efficacy and self-directed learning attitude of the subjects were above mean average. Higher correlations existed between academic self-efficacy and self-directed learning attitude of the subjects, and the significant positive correlations were found between sub-factors of the academic self-efficacy and self-directed learning attitude. The academic self-efficacy of the subjects had the significant influence on the self-directed learning, and self-efficacy. The self-confidence among sub-factors in the academic self-efficacy had a significant influence on self-directed learning attitude and sub-factors. Conclusion : The results of the study subjects of academic self-efficacy had a significant influence on the attitude of self-directed learning, In particular, self-efficacy and confidence of the academic self-efficacy sub-factors showed a significant impact on the sub-factors, attitudes and self-directed learning. This study will provide the basic data for the implementation of the educational programs. This will be effective in managing the knowledge, information, self-directed learning attitude and academic self-efficacy.