• Journal of Korea Society of Digital Industry and Information Management
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• v.17 no.3
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• pp.1-7
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• 2021

The number of new students at many domestic universities is declining. In particular, private universities, which are highly dependent on tuition, are experiencing a crisis of existence. Amid the declining school-age population, universities are striving to fill new students by improving the quality of education and increasing the student employment rate. Recently, there is an increasing number of cases of using the accumulated big data of universities to prepare measures to fill new students. A representative example of this is the analysis of factors that affect student employment. Existing employment-influencing factor analysis studies have applied quantitative models such as regression analysis to university big data. However, since the factors affecting employment differ by major, it is necessary to reflect this. In this paper, the factors affecting employment by major are analyzed using the data of University C and the decision tree model. In addition, based on the analysis results, a roadmap for student employment by major is recommended. As a result of the experiment, four decision tree models were constructed for each major, and factors affecting employment by major and roadmap were derived.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.15 no.5
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• pp.51-63
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• 2020

In this study, the objective of the study was to verify how college students' entourage and transformational leadership can affect employment and entrepreneurship perception. In addition, with the coronavirus infection, which has a widespread global impact over the past few months, we want to see how the social issue of pandemic affects the personal characteristics of college students and their perceptions of employment and entrepreneurship. Research Results University students with high entrepreneurship and transformational leadership perceived the social issue of the Corona 19 pandemic as a crisis, which is comparable to the economic crisis, and rather than cringe, adapting to the shift of a new paradigm, new job opportunities or opportunities for entrepreneurship It was found to be an opportunity to recognize as. As the untact society is expected to become a new normal, securing new employment and entrepreneurship opportunities is emerging as an important factor through cultivation of entrustment and transformational leadership. The results of this study are based on the need for practical education on entrepreneurship and transformational leadership, such as creating a business model to strengthen the ability to'explore opportunities' to explore opportunities in crisis for potential entrepreneurs and college students with potential employment potential. Is suggesting.

• Journal of Labour Economics
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• v.25 no.3
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• pp.35-57
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• 2002

This paper investigates the employment and wage structural changes that have occurred around the economic crisis in 1997. We propose a theoretical model for external effects of human capital within firms and provide their estimation. When the employment and wage structural changes are considered simultaneously, labor demand decreases seem to more than offset labor supply changes during the period. While educational human capital, human capital accumulated with firm-tenure, human capital of married workers and of white-collar workers are considered to have positive external effects, human capital of relatively-old workers and managerial workers are considered to have negative external effects. We suggest that while employment restructuring with regard to age, tenure, and education and managerial workers during the period have improved the efficiency of firms, those with regard to married and white-collar workers have not.

• Journal of Labour Economics
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• v.24 no.1
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• pp.67-96
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• 2001

The recent economic crisis started at the end of 1997 has brought about changes in labor market practices. One of them is rapid increase in the ratio of workers with alternative employment arrangement, so-called contingent workers. This type of arrangement, unlike traditional employment arrangement, makes employers properly adjust employment to business cycles and it also makes it possible for employees to solve time and spatial constraints related to labor supply. However, recent experience has revealed its negative characteristics such as lower wage rate, deficient fringe benefits, insufficient job security. Using the data from the first and the second wave of the Korea Labor and Income Panel Survey, this study focuses on change in the tendency of being contingent workers and decomposition of the wage differentials among regular and contingent workers by estimating the switching regression model. Results show that the recent crisis significantly contributed to probabilities of being contingent workers, especially for women, the young, the older, and the lowly educated. Decomposition shows that one quarter or one third of 35% of wage differentials are due to the price effect that the same productive characteristics are differently paid by the types of employment arrangements.

• Journal of Preventive Medicine and Public Health
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• v.44 no.1
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• pp.14-21
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• 2011

Objectives: The regulatory changes in Korea during the national economic crisis 10 years ago and in the current global recession were analyzed to understand the characteristics of deregulation in labor policies. Methods: Data for this study were derived from the Korean government's official database for administrative regulations and a government document reporting deregulation. Results: A great deal of business-friendly deregulation took place during both economic crises. Occupational health and safety were the main targets of deregulation in both periods, and the regulation of employment promotion and vocational training was preserved relatively intact. The sector having to do with working conditions and the on-site welfare of workers was also deregulated greatly during the former economic crisis, but not in the current global recession. Conclusions: Among the three main areas of labor policy, occupational health and safety was most vulnerable to the deregulation in economic crisis of Korea. A probable reason for this is that the impact of deregulation on the health and safety of workers would not be immediately disclosed after the policy change.

• Convergence Security Journal
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• v.13 no.5
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• pp.37-43
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• 2013

Retired Military Personnel do not cause an increase in the employment rate of the overall society in the aftermath of the global economic crisis contributed to instability of employment was for many years the future employment of Retired will have an impact on the environment. Over the last 20 years working to improve Retired Military Personnel employment despite these results, it appears a former education support and related support policies deemed necessary and complementary Thus, the former domestic and foreign support education and development direction of the realities in the present investigation.

• Journal of the Economic Geographical Society of Korea
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• v.25 no.3
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• pp.281-298
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• 2022

The COVID-19 pandemic has so far given the world a great shock and fear that cannot be compared to other infectious diseases, and local economies are experiencing a serious economic crisis accordingly. This paper examines the regional characteristics of economic recession and resilience due to the COVID-19 pandemic, focusing on the employment fluctuations in 85 cities nationwide. Although the overall trend is in line with national employment indicators, there are some differences in the shock response and the recovery of employment in individual cities. The difference between cities is somewhat greater in the resilience of the recovery stage than the resistance, which is the shock-response stage. In terms of resilience, cities in the capital area have relatively good condition compared to cities in the non-capital area. The weak resilience of large cities such as Seoul, which has a high population density, can be explained to be the effect of the COVID-19 pandemic of infectious diseases. Regarding the economic structure of the city, the ratio of service and sales workers, wholesalers and retailers, and food and lodging businesses are analyzed as valid explanatory variables for the resilience of cities.

• 한국사회정책
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• v.25 no.2
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• pp.305-332
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• 2018

This study explores the effectiveness of employment-oriented welfare state by analyzing the mediating role of employment rate on the relationship between public welfare effort and fiscal soundness. Notably, this study considers the quality of employment into the analysis: part-time work, involuntary part-time work and low-wage work in analysis. The data sample consists of 18 OECD countries which initiated employment-oriented welfare strategy after the crisis of welfare state. An analysis was conduct based on Baron & Kenny(1986)'s method and panel two-stage model to handle the endogeneity problem. The results show that while the high level of public welfare effort negatively affects the fiscal soundness if it contributes to boosting employment rates, it has positive effects on the fiscal soundness. However, when the incidence of involuntary part-time employment and low-wage employment is high, the mediating impact of employment rate on the fiscal soundness disappears. This study argues that unless the quality of employment is taken into consideration, the positive effect of employment-oriented welfare state strategy to improve the fiscal soundness is not fully guaranteed.

• KDI Journal of Economic Policy
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• v.29 no.1
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• pp.1-39
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• 2007

This study focuses on the possibility that skill-biased technological change is one of the factors for relatively poor employment conditions of the unskilled after the economic crisis. Increasing employment share of skilled workers accompanying with rising wage premium for education since implies that labor demand has shifted toward the skilled. The decomposition of changes in wage share of skilled workers into between-industry and within-industry changes suggests that the increase in the demand for skilled labor has been largely due to within-industry changes, which can be seen as reflecting the effect of the skill-biased technological change. Also the regression results indicate that the employment share of skilled workers has more rapidly increased in the industries with higher ICT (Information Communication Technology) investment intensity since the mid 1990s, hinting to the possibility that skill-biased technological changes may have come from ICT.

• Journal of the Korea Convergence Society
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• v.9 no.4
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• pp.223-232
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• 2018

Recently universities provide the students with the convergence education as a means of start-up support for addressing the youth unemployment crisis. This study aims to empirically analyze moderating effects of nationality in terms of the effects of employment capability on entrepreneurship and entrepreneurial intentions. For evaluating the effect, a structural equation model was used. The results are as follows. First, employment capability significantly affects entrepreneurship. Second, employment capability does not have a direct impact on entrepreneurial intentions but it has an indirect effect, through entrepreneurship. Finally the moderating effect of nationality was revealed. We hope that the results are applied as the basic data for developing educational programs of convergence technology to promote employment and entrepreneurship.