• Title/Summary/Keyword: 청년

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Predicting Default Risk among Young Adults with Random Forest Algorithm (랜덤포레스트 모델을 활용한 청년층 차입자의 채무 불이행 위험 연구)

  • Lee, Jonghee
    • Journal of Family Resource Management and Policy Review
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    • v.26 no.3
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    • pp.19-34
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    • 2022
  • There are growing concerns about debt insolvency among youth and low-income households. The deterioration in household debt quality among young people is due to a combination of sluggish employment, an increase in student loan burden and an increase in high-interest loans from the secondary financial sector. The purpose of this study was to explore the possibility of household debt default among young borrowers in Korea and to predict the factors affecting this possibility. This study utilized the 2021 Household Finance and Welfare Survey and used random forest algorithm to comprehensively analyze factors related to the possibility of default risk among young adults. This study presented the importance index and partial dependence charts of major determinants. This study found that the ratio of debt to assets(DTA), medical costs, household default risk index (HDRI), communication costs, and housing costs the focal independent variables.

Housing Characteristics of the Youth and their Determinants in Capital and Non-Capital City Regions (수도권 및 비수도권 청년층의 주거특성 및 주거특성에 미치는 영향요인 분석)

  • Hwang, Kwanghoon
    • Land and Housing Review
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    • v.13 no.3
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    • pp.21-38
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    • 2022
  • In this study, the housing-related characteristics of the youth are reviewed using data from the 4th - 14th Youth Panel Survey(YP2007) of the Korea Employment Information Service in the period 2010 - 2020. The factors that affect the characteristics of their dwelling are analysed. As a result, males, highly educated, and employed people are more likely to live in their own homes and apartments, but many of them seem to be living with their parents. On the contrary, economically independent young people tend to occupy their dwellings in the form of jeonsei/monthly rent and live in multi-family units, villas, and officetel. To support the youth in overcoming their key issues such as housing affordability, jobs, and marriage, so that they can play their roles, the cost of homeownership and rent should be tailored to their economic situations.

Business Cycle Analysis on Korean Youth Labor Market using Alternative Unemployment Measures (고용보조지표를 활용한 청년실업과 경기상관 분석)

  • Kim, Tae Bong;Park, Keunhyeong
    • Economic Analysis
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    • v.26 no.2
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    • pp.43-71
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    • 2020
  • This paper aims to derive macroeconomic implications by analyzing the business cycle characteristics of the youth unemployment. The results of empirical analysis seem to show that youth unemployment appears to be relatively less correlated with business cycle compared to other age groups, and thus it is difficult to explain the recent steady increase in the potential labor force as a result of the business cycle fluctuation alone. Moreover, the alternative unemployment measures of the youth group showing upward trend were estimated to be co-integrated with output measures. This co-integrated trend increase suggests that unlike other age groups, youth may be influenced by structural factors inherent in Korea's economic growth path. The fact that the wage difference based on firm size has widened steadily since the Asian financial crisis and that the proportion of large companies that provide relatively high-quality jobs compared to major industrialized countries is significantly lower may be the evidence of the structural changes in Korean youth labor market. The results of above analysis may explain why the job search periods for youth has lengthened amid these structural changes.

Impact of Youth Start-Up Business Incubating System On the Start-Up Business Performance (청년창업보육센터 입주기업 성과에 미치는 지원 요인에 관한 연구)

  • Hwangbo, Yun;Kim, Jae Hyoung;Bang, Jung Hyuk
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.8 no.1
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    • pp.149-160
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    • 2013
  • This aims to study impact of the youth start-up business incubating system by government's or local autonomous governments' center on start-up business performance. This focus on Youth Start-Up Business Support Program operated by Seoul Metropolitan City and explore practical alternatives. In this study, young entrepreneurs are defined as those who are aged between 20 and 40, and start-up is defined as an act by such entrepreneur that establishes an organization or system that produces any goods or services selected as business idea by utilizing capital in order to create profits. The empirical results are as follow; a significant correlation between scale of capital in initial stage by young entrepreneur graduating from Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. There is a significant correlation between the number of obtained intellectual properties before moving into Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. There is a significant correlation between the degree of satisfaction on start-up activity support fund for young entrepreneur in Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. There is a significant correlation between the degree of satisfaction on promotion and territorial cultivation support activities for young entrepreneur in Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. There is a significant correlation between the degree of satisfaction on collaboration support among member firms for young entrepreneur in Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. There is a significant correlation between the degree of overall satisfaction on start-up business support program for young entrepreneur in Start-Up Business Support Center and start-up success satisfaction by young entrepreneurs. The study has an implication that it provides a basic data on policy support strategies by central and local autonomous governments that facilitate young entrepreneurs to achieve start-up business goals by understanding the factors that affect the business performance of young entrepreneurs. In addition, the study offers an effective direction for young entrepreneurs in a way that promotes the start-up performance by young entrepreneurs, which expects to contribute to core factors of new employment opportunity creation as well as national and local economies, so that the author expects the study to play a role of raising the necessity of start-up business support for young entrepreneurs.

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A Study on Factors Affecting Workable Youth's Poverty Transition -Focused on Employment Stability and Employment Status- (청년층의 근로빈곤 요인에 관한 연구 -고용불안정과 고용상태가 빈곤이행에 미치는 영향을 중심으로-)

  • Byun, Geum-Sun
    • Korean Journal of Social Welfare
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    • v.64 no.3
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    • pp.257-279
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    • 2012
  • This study examined how employment status changes affects poverty transition of workable youth using 3years panel data from KoWePS(Korea Welfare Panel Study, 2007-2009). Findings and implications of this study as follows. First, although relative poverty rate of aged 18-34 is lower than other age groups, significant amount of youth experienced poverty once in 2007-2009(14.59%). This means that there are some of youth suffering for poverty and the aspect of youth poverty is very dynamic. Second, much of workable poor of youth had high level of education(45.9% in 2009) and they were unemployed or inactive in labor market(55.3% in 2009). These findings consistent with previous studies of youth poverty or youth employment. Third, workable youth who had changed employment status from employed to unemployed or inactive in labor market were likely to enter poverty and less likely to exit from poverty. Moreover youth who were non-standard employed had more possibility to be poor and less possibility to be not poor. These show that employment instability makes youth vulnerable to economic hardship, poverty. The result of this study suggest that anti-poverty programs which are related with the work-related programs and active labor market policy, should consider workable youth who have high level of human capital comparing other ordinary working poor. Because of much of youth are not poor in fixed time point, they can't be supported from existing social assistance program, like National Basic Livelihood Protection Program. As youth who experienced poverty in changing time need social support to prevent long-term poverty, government should contemplate adopting assistance program for workable poor youth.

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Exploratory study on Perceived Critical Sucess Factors for Young Entrepreneurs in the Early Startup Stage (예비 청년창업가들의 핵심성공요인 인식에 대한 탐색적 연구)

  • Bang, JoongHyuk;Park, SangMoon;Shin, JoongKyung
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.9 no.5
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    • pp.247-254
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    • 2014
  • This study explored how early stage entrepreneurs think about key success factors of startup and its impact factors. Previous research on key success factors of startup focused on high technology industry or explored retrospectively main reason of their startup success. However, preparatory entrepreneur who lacks career and social experience has different point of view of startup success, because of their situation which they overcome various problem of entrepreneurial process. This research surveyed key success factors and impact factors of entrepreneurial success based on 905 preparatory entrepreneur. We witnessed that preparatory entrepreneur recognizes various key success factors and found different key success factors according to the attribute of preparatory entrepreneur. We found that man, team startup and non technology related startup in 20s age emphasized procuring superior manpower. But solitary startup and previous career related busienss and long preparation term in 30s age recognized importantly about the entrepreneur's ability. Also, preparatory entrepreneur who considered importantly sales promotion and thorough preparation has different attribute. We can find a unique point that Funding capability was not significant attribute. Finally we suggested implication and further research agenda to foster young entrepreneur based on major findings.

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