• Journal of Practical Engineering Education
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• v.16 no.3_spc
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• pp.291-296
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• 2024

This study analyzed various machine learning models that predict employment outcomes after vocational training using pre-assessment data of disabled vocational trainees. The study selected and utilized the most appropriate machine learning models based on a data set containing various personal characteristics, including trainees' gender, age, and type of disability. Through this analysis, the goal is to improve the employment rate and job satisfaction of disabled trainees using only pre-assessment data. As a result, it presents a universal approach that can be applied not only to people with disabilities, but also to vocational trainees from a variety of backgrounds. This is expected to make an important contribution to the development and implementation of tailored vocational training programs, ultimately helping to achieve better employment outcomes and job satisfaction.

• Journal of Fisheries and Marine Sciences Education
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• v.22 no.1
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• pp.113-122
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• 2010

This research was to survey and analyze the recognition about combination indication subject of secondary school teacher's certificate in the vocation high school. The conclusion through this research results are as follows, First, The satisfaction of qualification training about combination indication subject was a general positive response(77.5%), but there was partly negative response(5.2%). Second, The efficiency of qualification training curriculum was positive response(62%), the high response(77.7%) was the fisheries affiliate. It was probably good because of simulation of ship sailing about practice curriculum. Third, The need of qualification training on combination indication subject for vocational high school teacher was positive response(81%), but negative response(3.4%)

• Journal of the Korea Convergence Society
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• v.12 no.10
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• pp.265-275
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• 2021

The purpose of this study was to examine the effect of educational environment on satisfaction among trainees of beauty vocational training institutions. By examining the literature of previous studies, the research model and research hypothesis were established, and empirical analysis was conducted through questionnaires to establish theoretical concepts and identify variables of the educational environment to verify the effects on trainee satisfaction. A questionnaire was collected from 180 beauty trainees in Gyeong-gi, Seoul, and the collected data was analyzed using AMOS 22.0. As a result of this study, first, it was found that the educational environment had a significant positive effect on the NCS education method and instructor competency. Second, the NCS education method had a negative effect on the trainee satisfaction. Third, it was found that the instructor's competency had a significant positive effect on the satisfaction of trainees. Based on the study results, implications and limitations were presented.

• Journal of vocational education research
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• v.30 no.4
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• pp.241-258
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• 2011

This study analyzes educational panel on the relationship between college life and job satisfaction of women college graduates. Higher college satisfaction increases job satisfaction of women workers with college degrees. Job training programs increase job satisfaction. However, job satisfaction relative to her skills and competency becomes lower when they complete a number of job training programs. Moreover, English education and job training programs exert positive influences over the effects of college satisfaction on job satisfaction of women workers with college degrees. Thus, although there are conflicting aspects, job training programs have potentials to contribute to the job satisfaction. The results of the study suggest that college life is closely related with their job experiences. However, Korean society neglects the importance of college relative to four-year university. Thus, Korean society exerts efforts toward enhancing the educational quality of college education.

• Journal of Labour Economics
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• v.29 no.2
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• pp.171-199
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• 2006

We collected survey data from those who have Vocational Training Teachers' Qualification to investigate the workplace characteristics and job satisfaction of the qualified people. Also, this study analyzed the determinants of the Vocational Training Teachers' monthly wages. Statistically Significant variables were male, age, graduated from graduate school, work duration, total work hours, regular workers, and levels of the certification. Since previous studies argued that the levels of the certification did not have effect on the wage, result of this study suggested that the further study and discussions on the effect of the levels of the certification was needed.

• Journal of vocational education research
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• v.35 no.6
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• pp.39-63
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• 2016

The purpose of this study was to identify the factors affecting the actual employment rate and job retention rate after completion of the training program the unemployed. Survival analysis was conducted by utilizing employment insurance status and subscription data over two years of 840 patients who finally completed a training course from 889 patients in response to survey about the training service quality in 2012. The finding of the study were as follows. First, the highest employment rate (36.8%) after the completion time was within three months, a period more than 50% of the trainees were employed within six months. While employment continued to occur even with the lapse of one year and two years after the completion point, the employment rate over time was found to decrease gradually. Second, the factors affecting employment rate after completing training, appeared teaching competency(-) among training service quality and potential employability(+), which low awareness of teaching capacity and high awareness potential employability increased the possibility of their employment. Third, the highest periods (each 22.0%, 22.3%) of employment loss rate were within three months and within three to six months, and more than 50% of the trainees have lost their unemployment insurance were less than 8.8 months. Fourth, the factors affecting job retention rates after employment, appeared relationship between teachers and students(+), a fellow student relationships(+) among training service quality and training satisfaction(+), which high awareness of teacher-student relationships, fellow student relationships and training satisfaction increased the possibility of their maintaining employment.

• Journal of Practical Engineering Education
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• v.13 no.2
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• pp.379-392
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• 2021

In recent years, vocational training has shifted away from lectures and practice-oriented methods in light of rising demand for project-based classes in which trainees can produce results while simultaneously receiving feedbacks from field experts from the industry. Therefore, this study aims to suggest a salient role of the project-based classes of enterprise-customized training programs, which private vocational training institutions regard as vital, by identifying demands from trainees or the actual beneficiaries of these programs. To this end, a written survey of the trainees' perception of the enterprise-customized training programs was conducted along with a qualitative analysis of open-ended questions. Specifically, we analyzed the overall satisfaction level of these classes, their contribution to employment, degree of meeting the expectations, and areas for improvements to ultimately derive significant implications.

• Journal of vocational education research
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• v.37 no.5
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• pp.25-53
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• 2018

The purpose of this study is to find out the improvement plan through the satisfaction survey of the trainees involved in vocational training fraud preventive education. In order to do this, we conducted a satisfaction survey(4,263 persons) of 5,939 people who participated in the prevention education conducted by group education or e-learning in 2017. Finally we collected 4,237 effective responses data. Descriptive statistics and the regression analysis were conducted. The finding of the study were as follows. First, the education service quality(4.42), satisfaction level(4.44), understanding level(4.44) and help level(4.45) were significantly higher than those of participants in the preventive education 4 and above. Second, e-learning participants' perceived level of education service quality, satisfaction, comprehension, and help was higher in all variables than collective education's. Third, all of the sub-factors of preventive education service quality influenced satisfaction, understanding, and help in collective education and e-learning, respectively. In the collective education, the contents of education had the greatest influence, and in e-learning, the data composition had the greatest influence. Fourth, desirable education contents were cases of fraud training(70.7%), disposition regulations(47.9%), NCS course operation instructions(32.8%) and training management best practices(32.4%). Additional requirements also included the establishment of an in-depth course, the provision of anti-fraud education content for trainees, and screen switching and system stability that can be focused on e-learning. Therefore, this study suggests that first, it is necessary to activate e-learning for prevention education more, reflecting satisfaction of e-learning is higher than that of collective education. Second, it is necessary to diversify the content of preventive education and to provide it more abundantly, because it has the biggest influence in common with the satisfaction, understanding and help level of the preventive education. Third, education content next, the factors that have a relatively big influence on satisfaction are shown as delivery method and education place in the collective education. Therefore, it is necessary to prepare education place considering the assignment of instructor and convenience. Fourth, constructing data next, the factor that have a relatively great influence on understanding and help are found to be operator support, and more active operator support activities are required in e-learning. Fifth, it is required to delivery prevention activity for trainees participating in vocational training. Sixth, it is necessary to analyze the educational need to construct the contents of preventive education more systematically.

• Hwankyungkyoyuk
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• v.17 no.2
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• pp.106-121
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• 2004

This thesis examined and analyzed the occupational status of the promising occupations in the environmental industry. A study on the status of the occupations in the environmental industry is very necessary for planning policies and improving occupations in the environmental industry. Studies and discussions regarding the status of the occupations in the environmental industry, however, were extremely insufficient. A survey of the employees in the environmental industry was conducted in order to certainly comprehend the status of the occupations, educational and training programs, and occupational changes and to utilize the result of the survey as foundational data necessary for occupational studies in the environmental industry. The subject of the survey was limited to the employees who had work for one or more years in twenty promising occupations in the environmental industry. The content of the survey was occupational performance competencies, occupational careers, the degree of occupational satisfaction, vocational education and training, working conditions, occupational changes, and the security of the human resources. Dissimilarities as well as similarities among twenty promising occupations were discovered according to the analysis result of the occupations in the environmental industry. A major discovery was that there are lots of difficulties in securing environment-related human resources. Primary reasons for the difficulties were inconsistent working conditions and the shortage of the qualified human resources. To solve the difficulties in securing the human resources, the curriculum of the educational and the training institutes should be innovated and the human resources from the institutes could be applied to the workplace directly after the graduation.

• Journal of Engineering Education Research
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• v.12 no.4
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• pp.18-29
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• 2009

The main objective of this study is to provide necessary information to improve the college curriculums to reflect the demands from the industry. As a result of the evaluation on the contribution of the engineering colleges to industries, we found out that the knowledge required in the industry was well reflected in contents of college curriculums and the number of college graduates who took the curriculums that contain knowledge and skills required in the industry was very small compared to the number of courses established in colleges. The satisfaction rate on practical application of the knowledge and skills at the work was relatively high. According to the result of evaluating curriculums of different colleges it was found out that the areas where colleges put their key focus were different by schools.