• Survey Research
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• v.12 no.1
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• pp.119-139
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• 2011

This paper analyzes the effects of college students' preparing for government official recruitment exams on their employment and job characteristics. To this end, Graduates Occupational Mobility Survey(GOMS) data were used. The main results of this study are summarized as follows. (1) college students preparing for the exams extend their college enrollment period; (2) college students preparing for the exams delay their employment; (3) college students preparing for the exams lower their wages and job satisfactions if they are employed in private sectors. In general, these results are consistent with common concerns. However, the sizes of the effects are less than common concerns.

• The Journal of the Korea Contents Association
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• v.17 no.7
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• pp.679-695
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• 2017

This paper analyzed the effect of job search channels on the occupational adaptation of college graduates, with the Graduates Occupational Mobility Survey(GOMS) data. The analysis results are as follows: First, when using human networks for getting jobs, not only the educational level and major adequacy, but also the workplace satisfaction and the job satisfaction were higher than when using non-human networks. Second, as in the mediating effect of the relationship between job search channels and occupational adaptation by Sobel-test, it was found that there was a partial mediating effect of educational level and major adequacy, excluding skill level adequacy. The results of this study shows that human networks, by serving as an effective information transmitter on person-job fit between job search and recruitment, contribute significantly to improve occupational adaptation of college graduates. These results imply that strategic utilization of human networks in job search activities is important, and that it is necessary that career-related programs in the universities or the employment service institutions systematically include the importance and methods of using human networks.

• The Korean Journal of Applied Statistics
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• v.23 no.2
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• pp.235-247
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• 2010

In this paper it is investigated how the number of work experiences is distributed among college graduates who have ever entered the labor market and built up career by turnover. To do so, we classified the type of work experience and, moreover, conduct ANOVA to explore wage differentials caused by the number of work experience and by the type of work experience, using the GOMS(graduates occupational mobility survey) from 2006 to 2007.

• International Journal of Knowledge Content Development & Technology
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• v.13 no.1
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• pp.101-109
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• 2023

Fifteen years have passed since the enactment of the Industrial Technology Innovation Promotion Act, which promoted industry cooperation activities for universities. Therefore, the study analyzes the relationship between the university's industrial cooperation activities and the college graduates' starting salaries and provides policy suggestions on improving the direction of university-industry cooperation. The study used nine-year panel data from Graduates Occupational Mobility Survey (GOMS) to conduct an empirical analysis and found that starting salaries of college graduates were not significantly higher if the university only participated in basic industry cooperation activities. On the other hand, when the quality of university-industry cooperation activities was higher, such as job search support, the starting salary of college graduates was higher. The findings suggest that university-industry cooperation activities must focus on qualitative performances rather than quantitative approaches.

• The Korean Journal of Food & Health Convergence
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• v.8 no.3
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• pp.25-35
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• 2022

The purpose of this study was to investigate the factors that determine whether college graduates majoring in culinary arts are employed. To achieve this purpose, this study largely divided the factors affecting the status of employment into the personal background, college life, and employment preparation activities factors. And, the data of 164 graduates who graduated from culinary arts-related departments participating in the Graduate Occupational Mobility Survey (GOMS) were used. The analysis results are summarized as follows. First, it was found that the health status and experience of job-seeking activities of college graduates majoring in culinary arts decreased the employment probability. On the other hand, major satisfaction and certification acquisition were found to increase the employment probability. Second, the health status and experience of job-seeking activities of graduates who participated in 2018GOMS were found to decrease the employment probability, and major satisfaction and grade were found to increase the employment probability. Third, it was found that only the health status of graduates who participated in 2019GOMS affected the status of employment. Therefore, in order to increase the employment rate of culinary arts majors at the end of COVID 19, universities need to make efforts to increase their satisfaction with their majors and their grades while attending college.

• The Korean Journal of Applied Statistics
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• v.25 no.6
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• pp.959-975
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• 2012

Each year research institutions such as the Korea Employment Information Service(KEIS), a government institution established for the advancement of employment support services, and Job Korea, a popular Korean job website, announce first job waiting times after college graduation. This provides useful information understand and resolve youth unemployment problems. However, previous reports deal with the time as a completely observed one and are not appropriate. This paper proposes a new study on first job waiting times after college graduation set to 4 months prior to graduation. In Korea, most college students hunt for jobs before college graduation in addition, the full-fledged job markets also open before graduation. In this case the exact waiting time of college graduates can be right-censored. We apply a Cox proportional hazards model to evaluate the associations between first job waiting times and risk factors. A real example is based on the 2008 Graduates Occupational Mobility Survey(GOMS).

• Journal of Korea Society of Digital Industry and Information Management
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• v.19 no.3
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• pp.177-192
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• 2023

The employment rate of university graduates has been decreasing significantly recently. With the advent of the Fourth Industrial Revolution, the demand for software employment has increased. It is necessary to analyze the factors for software employment of university graduates. This paper proposes explainable software employment model of university graduates using machine learning and explainable AI. The Graduates Occupational Mobility Survey(GOMS) provided by the Korea Employment Information Service is used. The employment model uses boosting machine learning. Then, performance evaluation is performed with four algorithms of boosting model. Moreover, it explains the factors affecting the employment using SHAP. The results indicates that the top 3 factors are major, employment goal setting semester, and vocational education and training.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.5
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• pp.2168-2177
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• 2013

In order to analyze the influence of subjective cognition about determinant factors in employment on job satisfaction, this study utilized The Graduates Occupational Mobility Survey(GOMS) 2010 Year and the subjects of this survey were 4,051 people who graduated from university. The results of this study were follows: First, subjective cognition about determinant factors in employment and job satisfaction were showed significant difference by gender, type of school, school location, major fields. Second, school in region, education major, the academic factor, the certification & major field factor, the personality & human connection factor were found to have positive(+) influence on the intrinsic satisfaction. Third, 2~3years college, school in region, social major, education major, technology major, natural major, medical major, academic factor, the certification & major field factor, the personality & human connection factor were found to have positive(+) influence on the extrinsic satisfaction. This study provides detailed analysis on subjective cognition about determinant factors in employment, offering new verification of work job satisfaction.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.6
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• pp.228-236
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• 2017

This study examined the effects of college students' voluntary delayed graduation for employment preparation on their employment outcomes. For this purpose, the data were obtained from the 2014 Graduates Occupational Mobility Survey(GOMS). First, the study analyzed the effects of college students' voluntary delayed graduation for employment preparation on their employment status. Second, the study investigated the effect of college students' voluntary delayed graduation for employment preparation on the wage of their first job. The results showed that students who experienced leave for employment preparation were more likely than others to be employed. In addition, those students who delayed their graduation for employment were more likely than others to earn higher wages on their first job. From these findings, this research shows that firms should present specific criteria of recruitment for job applicants. In addition, the colleges should enhance the short term program for work experience during higher education. Finally, the government should intervene in dual labor market to reduce the inequality and decrease the college students' anxiety about their first-job.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.4
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• pp.1690-1698
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• 2013

In order to analyze the influence of job preparation activities by work value, this study utilized The Graduates Occupational Mobility Survey(GOMS) 2010 Year and the subjects of this surveys were 6,847 people who graduated from university. The results of this study were follows: First, Work value was showed significant difference by gender, type of school, school location, major fields. Second, The practical importance factor was found to have positive(+) influence on job preparation activities. Third, The intrinsic importance factor and the extrinsic importance factor were found to have negative (-) on job preparation activities. This study provides detailed analysis on job preparation activities, offering new verification of work value as the most important element of occupation exploration to university students looking for employment.