• Title/Summary/Keyword: 학력 격차

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Analysis of Academic Achievement Data Using AI Cluster Algorithms (AI 군집 알고리즘을 활용한 학업 성취도 데이터 분석)

  • Koo, Dukhoi;Jung, Soyeong
    • Journal of The Korean Association of Information Education
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    • v.25 no.6
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    • pp.1005-1013
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    • 2021
  • With the prolonged COVID-19, the existing academic gap is widening. The purpose of this study is to provide homeroom teachers with a visual confirmation of the academic achievement gap in grades and classrooms through academic achievement analysis, and to use this to help them design lessons and explore ways to improve the academic achievement gap. The data of students' Korean and math diagnostic evaluation scores at the beginning of the school year were visualized as clusters using the K-means algorithm, and as a result, it was confirmed that a meaningful clusters were formed. In addition, through the results of the teacher interview, it was confirmed that this system was meaningful in improving the academic achievement gap, such as checking the learning level and academic achievement of students, and designing classes such as individual supplementary instruction and level-specific learning. This means that this academic achievement data analysis system helps to improve the academic gap. This study provides practical help to homeroom teachers in exploring ways to improve the academic gap in grades and classes, and is expected to ultimately contribute to improving the academic gap.

Residential Segregation by Education Attainment and Neighborhood Disparity: A Case Study of Seoul (교육수준별 거주지 분리와 근린주거환경 격차: 서울시를 사례로)

  • Chung, Su-Yeul;Lee, Jung-Hyun
    • Journal of the Economic Geographical Society of Korea
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    • v.19 no.4
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    • pp.729-742
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    • 2016
  • Socio-economic polarization in Korea partly due to recent globalization and industrial restructuring could reduce social mobility significantly through passing down educational achievement to one's children. Under the notion that residential segregation is geographical frame for the reproduction of educational inequality, this research investigates residential segregation by educational attainment and neighborhood disparity with a case study of Seoul. The statistical analyses employed local segregation measures such as Location Quotient and Local Moran's I and a variety of variables that reflect neighborhood characteristics. As a result, it found that there are sharp and clear contracts between low- and high-educational group concentrations/clusters particularly in terms of housing characteristics and educational facilities. This results provide some evidences that support the arguments about the causes of residential segregation by class in Korean Cities.

Gender Wage Differentials in the Arts and Cultural Sector (문화예술분야에서 성별임금격차 분석연구)

  • Heo, Shik;Sa, Myung-Cheol
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.11
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    • pp.4151-4160
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    • 2010
  • Recently the arts and cultural sector is drawing attention as a new growth engine of the Korean economy. The paper is empirically analyzed on the gender wage differentials in the arts and cultural sector and specially focused on decomposing the wage differentials between the manufacturing sector and the arts and cultural sector. Our results may be partly useful for explaining the existing phenomenon of the arts and cultural sector in Korean labor markets, for example, young, highly educated, part-time contracts, less gender discrimination, etc. The results might provide somehow the policy directions of reducing the gender wage differentials.

The Long-term Trend and Decomposition of Gender Wage Gap (성별 임금격차의 장기 추세와 요인분해분석)

  • Jang, Kwangnam
    • Journal of Labour Economics
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    • v.43 no.2
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    • pp.75-107
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    • 2020
  • Using the data from 1980 to 2017, I show the long-term trends in the gender wage gap in Korea and analyze factors using decomposition method. It tended to decline until the 1990s, but gradually slowed after the 2000s. Gelbach(2016)'s decomposition method is used as an alternative rather than Blinder-Oaxaca decomposition. The results show that the proportion of explanation of traditional factors, such as age, education, firm size, industry and occupation, are continuously decreasing in explaining the gender wage gap. Expecially, the proportion of explanation of age and that of education have decreased, and that of industry tended to decrease in the 1990s but to increase after the 2000s.

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The effects of skill-utilization based underemployment on self-esteem and mental health: Employment commitment and social support as moderators (기술활용도 측면의 불완전고용이 재취업자의 자아존중감과 정신건강에 미치는 영향: 일에 대한 몰입과 사회적 지지의 조절효과를 중심으로)

  • Youn-Hee Roh ;Myung Un Kim
    • Korean Journal of Culture and Social Issue
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    • v.16 no.3
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    • pp.355-383
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    • 2010
  • In this study, the effects of skill-utilization based underemployment on self-esteem and mental health were examined. Also the moderating effects of employment commitment and social support were verified. Data obtained by a longitudinally designed survey with the reemployed (N=153) after job loss were used. The skill-utilization based underemployment was measured in two ways. One is measured in the way that use objective data, the ratio of education - 'educational requirement for the current job' divided by 'individual educational attainment.' The other is measured in the way that use psychological and self-reported measure, two factors of overqualification - the absence of opportunity for growth (no-growth) and the occupational mismatch in educational attainment, skills and experiences (mismatch). The main effect revealed that the no-growth made self-esteem lower and mental health (GHQ-social maladjustment) worse. The significant interaction of the ratio of education and employment commitment indicates that the negative effects of underemployment measured by the ratio of education on mental health (GHQ-social maladjustment, GHQ-depression/anxiety) were greater for those perceiving low employment commitment than for those perceiving high employment commitment. The significant interaction of the ratio of education and social support indicates that the negative effects of underemployment measured by the ratio of education on mental health (GHQ-depression/anxiety) were greater for those perceiving low social support than for those perceiving high social support. The two moderators also interacted with the two factors of perceived overqualification. Employment commitment had significant interaction effects with the no-growth and the mismatch on self-esteem and mental health (GHQ-depression/anxiety), whereas social support had a significant interaction only with the no-growth on mental health (GHQ-depression/anxiety). The significant interactions show that employment commitment and social support function as buffers in reducing the negative effects of skill-utilization based underemployment on self-esteem and mental health.

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A Study on Digital Divide Influence Factors of the Elderly: Comparison between Baby Boomer and Elderly (장·노년층의 디지털 정보격차 영향요인: 베이비붐 세대와 노인세대의 비교를 중심으로)

  • Yim, Jeong-Hoon;Lee, Hyuk-Joon;Lee, Ji-Hoon
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.475-485
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    • 2020
  • The purpose of this study is to examine factors influencing the digital divide between the baby boomer and elderly generation. Under this relationship, we investigated the age, education, family type, income, using attitude, using motivation, using outcome, cognition of intelligence information society, anxiety of intelligence information society, life satisfaction, social support. Research data were Using the data of 2017 Digital Divide Survey conducted by the National Information Society Agency(NIA), The final sample were 2300 who fully responded. As a result of factor, age, education, using attitude, using object, cognition of intelligence information society, life satisfaction significantly effected directly in baby boomer. Also, family types, cognition of information intelligence society, life satisfaction in elderly. Based on the results of this study, the implications and future studies of the baby boomer and elderly are suggested.

Wage Gap and Determinants of Large and Small Enterprises (대기업과 중소기업 임금격차 및 결정요인)

  • Moo, Young-man
    • Journal of Labour Economics
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    • v.42 no.1
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    • pp.43-72
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    • 2019
  • As a result of decomposing the wage gap between large enterprises and SMEs using Oaxaca's wage gap decomposition method, the total wage gap of supply side factors was 44.2%, and the service years and educational background were the biggest influences. and As a result of decomposing the wage gap by firm size based on demand side factors such as business performance, total wage gap was 44.9%, and the influence on wage gap was in the order of labor productivity, union and outsourcing ratio. The results of this analysis suggest that it is necessary to consider the demand side factors such as business performance and capital structure of supply side companies such as differences in human capital in order to solve wage gap by firm size.

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Work, Care or Leisure? - The Effects of Gender and Education on Time Allocation of Full-time Working Parents (노동인가, 돌봄인가, 여가인가? -전일제 임노동자 맞벌이 부모의 시간배분에 대한 젠더 영향과 학력의 조절효과-)

  • Joo, Eunsun
    • Korean Journal of Social Welfare Studies
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    • v.45 no.3
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    • pp.5-34
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    • 2014
  • This study investigates time allocation among paid work, child care and leisure of dual earner parents of pre-school child. The focuses of this study are time allocation of full-time dual earner parents which can be affected by traditional gender role ideology, and if the gender effects can be diminished or not. So the analysis were about gender effects in the time allocation and the moderating effects of education on gender effects. According to the analysis, the hypothesis are partly corroborated. Even though gender is not effective on paid working time(production time), it affects the time allocation for child care and leisure. There are significant gender gaps in time share for child care(family time) and time share for leisure(private time). The education has moderating effects on gender effects. When education years getting longer, gender gap in child care time becomes narrow, however gender gap in leisure time becomes wide. Because the education is expected to cultivate the sense of value of child care, it can bring decrease of gender gap in care time. According to the result on leisure time share, the education is not expected to make changes in patriarchical gender role in terms of leisure and it doesn't contribute work and life balance.

The Effects of Digital Divide on Electronic Commerce Performance in Internet Shopping (인터넷 쇼핑에서의 정보격차가 전자상거래 성과에 미치는 영향)

  • Choi, Hyuk-Ra
    • The Journal of Society for e-Business Studies
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    • v.13 no.2
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    • pp.23-54
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    • 2008
  • The purpose of this study is to investigate how the digital divide is made in different digital divide patterns and also it influences on shopping value and purchase intention as individual e-commerce performance. The major findings of this study are as following: First, this study is focused on the average of the digital divide level regarding the sociodemographic characteristics. In the result, The average of each group is different in all digital divide patterns in age, education, and occupation. Second, in comparative influences of digital divide factors on shopping value and purchase intention, qualitative literacy divide are found to have a strong positive effect on shopping value and purchase intention.

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