• Title/Summary/Keyword: Oaxaca-Blinder 분해

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The Factors Influencing Service Outcomes of Group Homes and Residential Care Centers : Focusing on Blinder-Oaxaca Decomposition (그룹홈과 아동양육시설의 운영성과에 영향을 미치는 요인 : Blinder-Oaxaca 분해를 중심으로)

  • Chung, Ick Joong;Woo, Seok Jin;Kang, Hyun Ah;Chun, Jong Serl;Lee, Jung Ae
    • Korean Journal of Child Studies
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    • v.33 no.4
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    • pp.107-127
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    • 2012
  • This study investigates the factors influencing service outcomes of group homes and residential care centers, as well as the factors causing any differences between the two service outcomes. 119 and 137 5-6th graders were selected from group homes and residential care centers respectively, using the cluster sampling method. Multiple regression and Blinder-Oaxaca decomposition were used in this study. The results revealed that 'stigma', 'school adjustment', and 'social support' were significant factors influencing service outcomes among children in group homes, while 'stigma', 'primary caregivers' attitude', and 'peer relations' were identified as significant factors among children in residential care centers. The study also found that the mean service outcome score for group homes was higher than that of residential care centers. The 74 percent of this difference in the mean scores was due to the difference in children' characteristics of the two out-of-home care service types. The remaining 26 percent of this difference was due to unobserved characteristics. Finally, the implications of this study in child welfare practices were also discussed.

A Decomposition of the Gap between the Capital and Non-Capital Regions in the Inequality of Wealth (수도권과 비수도권 간 자산 격차의 요인분해)

  • Jeong, Jun Ho
    • Journal of the Economic Geographical Society of Korea
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    • v.22 no.2
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    • pp.196-213
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    • 2019
  • This paper attempts to analyze the contribution of different socioeconomic factors such as income, age, gender, household composition, education and employment status etc. to the difference between the Capital and Non-Capital Regions in the net wealth inequality of household in Korea. To this end, a two-stage Oaxaca-Blinder type decomposition is employed regarding the regional gap in the inequality of net wealth based upon the Recentered Influence Function of the Gini index for 'the 2018 Household Finance and Living Conditions Survey.' Despite the shortcomings of the survey data on wealth, the findings reveal that regional differences in income, marriage status (divorce), job type (agriculture, forestry and fishery related, and technical and assembly), family type (multi-cultural) variables deepen the regional gap in the net-wealth inequality, but employment status (full-time), job type (administrative and specialized, and service sales), household size variables mitigate the gap, and that regional differences in life cycles play an offsetting role.

Outdoor Workers and Compensating Wage Differentials: A Comparison across Regions and Wage Levels (실외노동과 보상적 임금격차: 지역별·분위별 추이)

  • Jeong, Sangyun;Song, Changhyun;Kim, Yeonwoo;Lim, Up
    • Journal of the Korean Regional Science Association
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    • v.38 no.2
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    • pp.3-20
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    • 2022
  • The purpose of this study is to explore the heterogeneity of compensating wage differentials for outdoor workers, under the threat of climate change and heatwave, by region and by wage quantile. This study conducted Oaxaca-Blinder decomposition, multiple regression analysis by region, and unconditional quantile regression analysis using the Korean Working Conditions Survey, which provides individual-level information on the working environment and worker's characteristics. The implications derived from the results of the study are as follows: For most variables, the endowment effect and the price effect were greater for indoor workers, while experience and gender played a role in narrowing the wage gap; The compensating wage differentials for outdoor workers were confirmed to be 2.4% nationwide, depending on the region however, the compensating wage differentials varied from 5 times of national average to nothing statistically significant; The higher the wage quantile, the greater the compensating wage differentials for outdoor workers, and statistically significant monetary compensation was not identified for some low-level outdoor workers. This study is meaningful as an early study that revealed the heterogeneity of compensating wage differentials for outdoor workers and suggested further research on the topic.

Decomposition of Wage Differentials for Women with Disabilities in the Seoul Local Labor Market of Korea (서울 지역노동시장권 여성장애인 임금근로자의 이중차별적 임금격차 분석)

  • Lee, Young Kyeong;Lim, Up
    • Journal of the Korean Regional Science Association
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    • v.32 no.2
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    • pp.45-59
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    • 2016
  • The purpose of this study is to analyze the static and dynamic change of wage differentials of women with disabilities in the Seoul local labor market. This study attempts to explain the double discrimination mechanism for disabled women and empirically gender discrimination and disability discrimination for them by using Oaxaca-Blinder decomposition analysis. In addition, using Juhn-Murphy-Pierce decomposition analysis. we analyze the wage differentials caused by the changed characteristics of disabled women and structures of discrimination at the Seoul local labor market. Data from the Panel Survey of Employment for the Disabled and Korean Labor and Income Panel Study for two years (2008, 2012) are used. According to the result, wage differentials of disabled women caused by disability discrimination is approximately 55% of total wage discrimination, whereas 45% is caused by gender discrimination during the period. Both observed and unobserved components move in the same direction to narrow wage differentials due to the disability discrimination and gender discrimination. Also the endowments in the Seoul local labor market about the changes of observed and unobserved components contribute more to narrow gender wage differentials, while these endowments widen disability wage differentials.

Glass ceiling in arts and culture professionals: Between J and R industries (문화예술분야 전문인력에 대한 유리천장효과 분석: J산업과 R산업 중심으로)

  • Chan, Jong-Sub;Heo, Shik
    • Review of Culture and Economy
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    • v.21 no.2
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    • pp.3-28
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    • 2018
  • This study focuses on analyzing the glass ceiling effect in arts and culture professionals through the quintile decomposition applied to the RIF unconditional quantile regression and Oaxaca-Blinder decomposition technique. From the industrial viewpoint, we divide arts and culture professionals into cultural contents professionals(large category J industry) and arts professionals(large category R industry). For our analysis, we employ the pooling data of 'Wage Structure Survey' from 2009 to 2016. Our results are summarized as follows. First, as OLS wage decomposition showed that the gender wage gap among the arts professionals was lower than cultural contents professionals, but the discrimination portion of total gender wage gap was larger. Second, from quintile regression decompositions, the glass ceiling effects of two types of professionals showed different results. Cultural contents sector was observed with the "steady glass ceiling effect" as the portion of the discrimination was continuously increased, while the arts sector was observed with the "limited glass ceiling effect" as the discrimination had drastically increased in the 80s and 90s.

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 Gender Gap of Wages for Social Workers : An Analysis for Workers at Social Welfare Institutions in Daegu Metropolitan Area (사회복지종사자의 성별 임금격차와 그 요인 : 대구광역시 사회복지기관을 중심으로)

  • Kim, Hwanjoon
    • Korean Journal of Social Welfare Studies
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    • v.47 no.3
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    • pp.139-159
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    • 2016
  • This study aims to investigate the wage gap between male and female workers at social welfare institutions and to determine its factors. For this purpose, a Blinder-Oaxaca decomposition and regression models are applied to analyze wage survey data. The results are as follows. Firstly, the gender wage gap of social workers is a bit smaller, compared to the average of wage earners. Secondly, about two-thirds of wage gap is due to differences in productivity(endowment) factors; the other part is due to discrimination. Thirdly, the most important cause of gender wage gap is career disruptions of female workers largely due to marriage and birth. Fourthly, other causes of gender wage gap include differences in education, in job grade, in employment status, and in the characteristics of institutions. Finally, among the discriminating factors worsening gender wage gap, a key factor is a gender discrimination in the compensation for age.