• Journal of the Korea Society of Computer and Information
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• v.20 no.1
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• pp.175-183
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• 2015

In this paper, we propose a analyses the big data of students who are willing to find employment and thus presents strategy for their higher success rate of employment. The experiment covered in this paper is based on female two-year community college students who are yet unsure about their future employment. The primary flaw of pervious employment strategy was job opportunity was only based on simple factors such as student's grade, appearance, and personality due to employers and firms's demand. Therefore, students were less satisfied and often resign. In order to prevent these failures, this paper plans a strategy by analyzing the big data. Furthermore, this is proven by the comparison between 2014 employment statistics and those of previous years, and employment request has been 21.3 percent increased along with 81.4 percent increase in match rate between firms and graduating students. Most importantly, the final success rate of employment presented 63.1 percent increase compared to the previous year.

• Journal of Labour Economics
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• v.36 no.2
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• pp.1-36
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• 2013

This study examines how the unobserved heterogeneity of workers, measured by residuals of the wage equation, affects the entry into self-employment using KLIPS 1998-2008. Following Joona and Wadensjo(2013), we treat the residuals as unobserved ability and find that both workers with higher and lower ability are more likely to become self-employed. However, this U-Shape relationship no longer holds when the sample is divided into males and females. The study also finds that the relationship between ability and entry into self-employment has changed over time, and that ability is positively associated with the performance of self-employed.

• Journal of Labour Economics
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• v.34 no.3
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• pp.59-80
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• 2011

Using methods for the analysis of non-stationary series and error correction models, this study estimates the elasticity of employment with regard to growth rate and its variability. The authors could not find any significant evidence that elasticity has reduced during the last 25 years, which implies that the slow-down of the employment growth did not result from a reduction of the elasticity but from the GDP growth slow-down. Therefore, policy efforts to enhance the capacity of job creation should be made in a manner that can extend the long-term growth potential.

• Journal of Labour Economics
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• v.41 no.2
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• pp.31-59
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• 2018

This study examines how the rate of transition between employment and non-employment changes with the business cycle using monthly panel data constructed from 2000-2013 Korea Labor and Income Panel Study(KLIPS). In particular, we investigate whether the transition rates are different across demographic groups when the labor market is depressed. We find that, as the labor market weakens, the transition rate into non-employment significantly increases. The rates of transition into non-employment are substantially higher for female, older and less educated groups than those for male, prime-aged and more educated groups.

• The Journal of Industrial Distribution & Business
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• v.8 no.5
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• pp.35-42
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• 2017

Purpose - This study investigated small business members' cognition of happiness in accordance with changes of employment environment at the nation's industrialization. The study verified effects of labor workers' psychological wellbeing conditions upon life satisfaction as well as the effects of job burden and family burden of employment instability. Research design, data, and methodology - The subjects were small business workers in Seoul and Metropolitan areas. The author collected 150 copies of effective questionnaires. Regression analysis, hierarchical analysis and 3-stage mediation regression analysis were done. Results - The findings of this research was that psychological wellbeing factors alleviated job burden and family burden to increase satisfaction with life. Employment instability moderated between job burden and satisfaction with life, job burden between environmental control and satisfaction with life, and family burden between goal and satisfaction of life. Members needed sub factors of psychological wellbeing, especially reflection for self-acceptance. Conclusions - This study inspected effects of small business workers' psychological wellbeing upon life satisfaction at changes of management environment as well as labor environment to verify effects of job burden, family burden and employment instability and to find out conditions of human resources management from point of view of small business and workers.

• Health Policy and Management
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• v.23 no.4
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• pp.369-375
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• 2013

Background: This study aimed to investigate the association between employment transitions and suicide ideation among the echo generation. Methods: This study used survey data from the 2008 and 2010 Seoul Welfare Panel Study (Wave I, II). The sample population was restricted to the echo generation aged between18 and 31, and the total of 882 samples were included in the final dataset. Employment transitions were categorized into four groups. The groups were defined as 'employed-employed', 'unemployed-employed', 'employed-unemployed', and 'unemployed-unemployed'. We used logistic regression to find out the association between employment transitions and suicide ideation among the echo generation. Results: 'Employed-unemployed' and 'unemployed-unemployed' groups were likely to have an association with depression (odds ratio [OR], 1.49; 95% confidence interval [CI], 1.46 to 1.51; OR, 1.57; 95% CI, 1.56 to 1.59) accordingly. 'Unemployed-unemployed' group also was related to suicide ideation (OR, 1.39; 95% CI, 1.36 to 1.42). Interestingly, 'unemployed-employed' group showed a strong association with suicide ideation among the echo generation (OR, 3.85; 95% CI, 3.75 to 3.95). Conclusion: Experience in unemployment increases the risk of depression and suicide ideation. Moreover, the precarious job also increases the risk of suicide ideation.

• Safety and Health at Work
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• v.5 no.4
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• pp.198-202
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• 2014

Background: The economy is being lifted by the new concept of robotics, but we cannot be sure of all the possible benefits. At this early stage, it therefore becomes important to find out the possible benefits/limitations associated with robotics, so that the positives can be capitalized, established, and developed further for the employment and motivation of employees in the health care sector, for overall economic development. The negatives should also be further studied and mitigated. Methods: This study is an exploratory research, based on secondary data, such as books on topics related to robotics, websites, public websites of concerned departments for data and statistics, journals, newspapers and magazines, websites of health care providers, and different printed materials (brochures, etc). Results: The impact of robotics has both positive and negative impacts on the employment and motivation of employees in the retail sector. So far, there has been no substantial research done into robotics, especially in the health care sector. Conclusion: Replacing employees with robots is an inevitable choice for organizations in the service sector, more so in the health care sector because of the challenging and sometimes unhealthy working environments, but, at the same time, the researchers propose that it should be done in a manner that helps in improving the employment and motivation of employees in this sector.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.05a
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• pp.487-489
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• 2021

Most of the women in Korea are experiencing changes in their status as it is very difficult to re-access to the labor market due to life events ranging from marriage to re-employment. Therefore, in this study, a study was conducted in consideration of qualifications as a factor that can help women with career breaks in employment. As a data analysis method, exploratory data analysis (EDA), a statistical technique to find out structural characteristics, was used. Using the data of vocational training courses for women with career interruptions in Korea, we studied how much the acquisition of a certificate is helpful for employment.

• The Journal of the Korea Contents Association
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• v.13 no.12
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• pp.966-973
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• 2013

It has been frequently asked the question not only by academicians but also by practitioners whether employment flexibility can be compatible with employment stability. This study tries to find the answer by investigating the German model of employment flexibility practices and job stability policies. The German model of employment flexibility is mainly based on working-time accounts and short-time work programs. It is found that social partnership and government support have played a crucial role to stabilize German labour market. Workers, employers, and government have harmoniously interplayed in order for overcoming the economic hardship. Adapting the German experience of overcoming economic turbulence by introducing employment flexibilization can help Korean firms. However, it is important to recognize that there are some differences in practices of labour relations, cultural and social background while applying the German practices.

• Journal of Labour Economics
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• v.43 no.1
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• pp.93-114
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• 2020

According to the role model effect, gender of faculty plays an important role in students' employment. This paper investigates the effect of female faculties on female college students' employment in Korea. The fixed effect estimation results show that the percentage of female faculty has no statistically significant effect on female students' employment rate, although the 1%p increase of female faculty appears to be related with the employment rate of female students by 0.102%p in estimation using pooled OLS estimation. We have the almost same results even with dividing female students by major fields. These results can be interpreted the students' employment rate may be influenced by many other factors, such as personal characteristics, abilities, and family background besides faculty gender. We find that there is no empirical evidence of statistically significant effect of the faculty gender on the employment rate of female students.