• The Journal of the Korea Contents Association
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• v.21 no.9
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• pp.184-197
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• 2021

Prior to the establishment of 'Employment-Related Big Data Center (tentative name)' to support the development of customized employment services. This Paper examines the current status and limitation of employment-related data in korea. Then, the implications were derived through foreign employment-related big data construction cases. Through the above analysis, I proposed measures to build and utilize employment-related big data at the individual level, focusing on the Transitional Labour Markets theory that emphasizes the implementation of individual labor force states. Finally, we presented future challenges such as massive maintenance of employment-related DB, increased representation of big data to be built around employment insurance DB, and increased reliability of DB presented.

• Journal of Labour Economics
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• v.34 no.1
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• pp.71-101
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• 2011

Using an establishment-level panel data drawn from the employment insurance administrative DB, this study investigates the relationship between elderly and youth employment in Korea. The primary focus of interest is whether or not the ageing of workforce and an increase in elderly employment have negative impacts on youth employment. In the regression using the full sample, we find the evidence that a movement in elderly employment and ageing workforce are positively related to youth employment. However, we do not find consistent evidence of the positive impact of the elderly employment on youth employment in the estimations using sub-samples divided by various criteria.

• Korean Journal of Social Welfare
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• v.58 no.3
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• pp.81-107
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• 2006

This study begins with the assumption that the existing impact analysis studies did not present determinate criteria on which the studies were based. After we criticized the limitations of existing studies, we presented goal-based criteria and evaluated the long-term job-seekers subsidy as a case. This evaluation study is of micro-effect analysis which focuses on the effects on subsidized employees and employers. The Findings are: The subsidized employees were appropriately selected and can be taken as having difficulties in the labour market. The employment effect of the subsidy was significantly positive, though the wage effect was significantly negative. The effect of maintaining of skill measured by occupational mobility was positive, but not significant. The effect of increasing the quantity of employments in the subsidized companies were found significant. It could be proposed from the findings that the wage subsidy for the frail labour force is so effective as the subsidy for the employed labour force and could be boosted.

• Journal of Labour Economics
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• v.39 no.1
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• pp.1-31
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• 2016

This paper investigates the cyclical behavior of UI benefit take-up rate, the share of unemployed persons who are eligible for job seekers' allowances(JSA) and actually receive them. Using Korea's Employment Insurance DB, it also identifies the factors linked to the decision to take up job seekers' allowances. The results show that the take-up rate is countercyclical and leads both unemployment rate and Coincident Composite Index cyclical component by 6 months and is positively correlated with replacement rate and benefit duration, suggesting that extending benefit duration and raising benefit level can boost benefit claims to increase take-up rates in Korea.

• Journal of Labour Economics
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• v.28 no.2
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• pp.93-117
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• 2005

This study aims to examine the transition of the youth to the labor market by types of education and training institutes focusing employment rate. To construct the dataset for the analysis, the list of the graduates from 4-year universities, junior colleges, polytechnic colleges and the graduates from vocational training institutes as of February 2001 has been merged with the database for the insured in the Unemployment Insurance Database. This data enables tracking down of these graduates in terms of their mobility in the labor market. For graduates from universities and junior colleges, their scores on the Scholastic Aptitude Test have been matched. One of major findings is that the longer the schooling period is, the better the employment results are. Among those who finished 4-year universities, those who went to schools in the metropolitan area achieve a relatively better record in job finding than those who attended schools in the local areas. Meanwhile it is confirmed that the SAT score is highly co-related with the performance in the labor market among those who finished 4-year universities. The co-relation of one's major with his/her employment is not negligible also.

• Journal of Labour Economics
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• v.41 no.2
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• pp.1-29
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• 2018

The paper reviews the trend of youth employment in Korea in recent years and examines whether the change in labor demand through declining business dynamism is one of the causes. The analysis based on Employment Insurance database finds that the rate of job creation declined over the period from 1999 to 2014 and that the job creation of small- and medium-sized enterprises fell sharply. This is partly explained by entry of fewer firms than before given that young firms tend to experience rapid employment growth. In fact, it is confirmed that the share of firms under age 6 in employment level and job creation declined. The finding that young firms employ young workers more than old firms suggests that a smaller role of young firms in the economy had a negative effect on youth employment.

• Journal of Labour Economics
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• v.32 no.2
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• pp.125-150
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• 2009

This article analysed the effect of government intervention on the market failure in firm training in Korean. I used the Employment Insurance DB and the KISLINE DB and joined two data by the firm identification number 2004-2006 year. I estimated the effect of intervention of government by propensity score matching and difference-in-difference method to avoid of participation selection and endogeneity problem. The result is that government intervention on the firm training have made positive effect but it is not significant statistically. We have to investigate the market failure in firm training and to reassess the level of optimal firm training in Korea. After the study, the government intervention on the firm trainig will have to be rearranged.

• Journal of Labour Economics
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• v.33 no.2
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• pp.91-134
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• 2010

This study examines job transition process and its lahor market performance by reasons of job separation, using the Employment Insurance DB(2000~07). The findings show that involuntary job changers lend to suffer greater loss in job spell and real wage than voluntary job changers, which seems to reflect their characteristics such as lower quality of job matching due to unsystematic job search, negative signaling effect in the labor market and decreasing availability of human capital in previous job. In addition, unemployment benefit eligible for involuntary job changers tends to prolong the period of unemployment, while increasing job spell in the following employment.

• Journal of the Korean Data and Information Science Society
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• v.26 no.2
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• pp.387-397
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• 2015

In this paper, the determinants of the number of job changes in the SMEs (small and medium enterprises) youth-intern project is analysed, utilizing SMEs youth-intern DB and employment insurance DB. Since the number of job changes are count data which take integer values other than negative values, general linear regression analysis becomes inappropriate. Therefore, four models such as Poisson regression model, zero inflated Poisson regression model, negative binomial regression model and zero inflated negative binomial regression model are tried to fit count data. A zero inflated negative binomial regression model is selected to be the best model. Major results are the followings. First, the number of job changes is shown to be significantly smaller in the treatment group than in the control group. Second, the number of job changes turns out to be significantly smaller in the young-age group than in the old-age group. Third, it is also shown that the number of job changes of man is significantly greater than that of woman. Lastly, the number of job changes in the bigger firm is shown to be significantly less than that of the smaller firm.

• Journal of Labour Economics
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• v.40 no.1
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• pp.99-132
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• 2017

This study examines the employability of participants and employment outcomes in the Korean active labor market policies(ALMPs). The data used in empirical testing is Korea Labor and Income Panel Study 1~15th survey data, participants database in ALMPs and Unemployment Insurance database. The main results are as follows. Level of employability in participants with ALMPs is about 56.3 and that of participants with direct job creation(DJC) programs shows the most low level in sub-type of ALMPs. About 30.8% of all people participating in ALMPs belongs to vulnerable group and 71.5% of participants in DJC programs is in vulnerable group. In DJC programs, the participants with low level of employability are some more likely to be in vulnerable group. As the level of employability in participants with DJC programs increases, their job-search time after moved in labor market reduces and their duration of employment increases. To summarize, one can imply that the DJC programs are effective to transit vulnerable groups in labour market and improve the labor market outcomes by enhancing the employability of participants.