• Title/Summary/Keyword: 단절회귀분석

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An Efficiency Analysis of Public Enterprises Using Bootstrap DEA (부트스트랩 DEA를 이용한 공기업 효율성 분석)

  • Park, Man Hee
    • The Journal of the Korea Contents Association
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    • v.15 no.5
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    • pp.475-487
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    • 2015
  • This study measures the managerial efficiency of Korea's 14 public enterprises using bootstrap DEA in 2013. In addition, it examines the factors that affect on the bootstrap bias-corrected efficiency using truncated regression analysis. The results and implications of this study are as follows. First, using bootstrap DEA model analysis, the results showed that the mean technical efficiency was 0.3182, the mean pure technical efficiency was 0.4994 and the mean scale efficiency was 0.6585. The main cause of technical inefficiency was due to pure technical inefficiency. Second, rank test between technical efficiency of general DEA model and bootstrap DEA model was no significant difference under CRS and VRS assumption. Third, the main cause of the inefficiency in 11 DMUs among 14 DMUs were mainly due to the pure technology and three DMUs were because of the scale efficiency. Finally, in the truncated regression analysis, cost of labor, profit, sales, return of equity, and the number of employees appeared as factors affecting the scale efficiency at the 10% significance level.

The Relationship of Among of Vocational Education, Entrepreneurial Intention,Re-employmment Need of Career Interrupted Woman (직업교육과 경력단절여성의 창업의지, 재취업욕구의 관계 연구)

  • Kim, Jeong-hee;Byun, Sang hae
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.4
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    • pp.237-246
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    • 2016
  • The purpose of this study was to examine the impact of a vocational education on career interrupted woman' by analyzing whether it would bring any changes to the selected. The subjects in this study were 105 career interrupted woman. The colleced date were analyzed by a statistical package SPSS 21.0. The statistical method used in this studyy were frequency analysis,frliability analysis, regression analysis, etc. The major findings of the study were as follows: First, the career interrupted womant' who participated in the vocational education showed positive change in entrepreneurial intention. Second, the career interrupted womant' who participated in the vocational education showed positive changeimprovement in re-employment need.

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A Study on the Efficiency and Its Determinants in Korea's Service Sectors Using DEA (자료포락분석(DEA)를 이용한 우리나라 서비스산업의 효율성과 결정요인 분석)

  • Bae, Se-Young
    • Journal of Digital Convergence
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    • v.19 no.10
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    • pp.339-348
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    • 2021
  • This paper aims to analyze the production efficiency in Korea's ten service sectors using DEA and its determinants utilizing a truncated-Tobit regression model and a censored-Tobit regression model in 2010-2019. This paper found: First, the Korean service sector's production efficiency in general has been significantly low and polarized. Especially, the inefficiency resulted from the scale inefficiency in the 'sewerage waste management industry.' Second, in the determinants analysis, the results show the positive effect of the investment and R&D expenses on technical efficiency, while FDI and lobbying expenses illustrate the negative impact. Moreover, it seems that the larger the industry, the higher the efficiency. Thus, the future Korean government's economic policy for the service sectors requires a mixed and integrated policy of the macroeconomic aspect such as active investment and R&D activities with microeconomic aspect including a convergence of FDI and human capital.

The Mediating Effect of Outcome Expectation on the Relationship between the Career Decision-Making Self-Efficacy and the Career Planning of Career Interrupted Women (경력단절 여성의 진로결정 자기효능감과 경력계획의 관계에서 결과기대의 매개효과)

  • Lee, Su Bun;Lee, Jung Hee
    • Journal of vocational education research
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    • v.36 no.2
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    • pp.51-67
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    • 2017
  • The present study aimed to investigate the mediating effect of outcome expectation on the relationship between the career decision-making self-efficacy and the career planning of career interrupted women. Survey data were collected from 270 career interrupted women. To examine the mediating effect, the hierarchical regression analysis had been done according to the procedure suggested by Baron and Kenny(1986). The results of data analysis were summarized as follow: First, the career decision-making self-efficacy, the outcome expectation, and the career planning scores from the career interrupted women showed positive correlations. Second, the result of the hierarchical regression analysis showed that the outcome expectation partially mediated the relationship between the career decision-making self-efficacy and the career planning of career interrupted women. The current results imply that the level of outcome expectation is important for the career counseling for career interrupted women in practice and future research.

The Effect of Child Interaction and Social Support on Parenting Stress of Career-interrupted Women : Mediating Effects of Marital Conflict (경력단절여성의 자녀상호작용 및 사회적 지지가 양육스트레스에 미치는 영향: 부부갈등의 매개효과 검증)

  • Yim, Eun-Eui
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.13-22
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    • 2019
  • The purpose of this study is to examine the effects of child interaction, marital conflict and social support on the career-interrupted women's parenting stress and to investigate the mediating effects of marital conflict between child interaction and parenting stress. The data of 8th Panel Study on Korean Children was used for this, and it was conducted descriptive statistics, correlation analysis, and multiple regression analysis on the data of 868 career-interrupted women. According to the analysis, the factors affecting career-interrupted women's parenting stress are the child interaction, marital conflict, and social support, and it showed 32.3% of explanatory power and the influence of marital conflict was the highest. It was also found that marital conflicts were partially mediated in the relation with the child interaction and parenting stress. Based on this, this study suggests the policy and practical measures to prevent and reduce their parenting stress in view of supporting the career-interrupted women's reentry of labor market in the era of work-family balance.

Analysis on Hydraulic Characteristics in Natural Fishway by using Flow-3D (Flow-3D를 이용한 자연형 어도 수리학적 특성 분석)

  • Yoon, Jae Seon;Ha, Taemin
    • Proceedings of the Korea Water Resources Association Conference
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    • 2016.05a
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    • pp.513-513
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    • 2016
  • 하천의 횡단 수공구조물인 보 및 낙차공은 구조물 상 하류 생태계의 단절을 발생시켜 회귀성 어류 등 하천 생물의 생존을 위협하고 있다. 최근의 하천 설계는 자연형 하천조성사업과 같이 하천의 치수 및 이수뿐만 아니라 하천생태에 많은 관심이 집중되고 있다. 또한, 하천의 생태적 통로가 단절되는 것을 막기 위해 하천 횡단 구조물인 보와 낙차공에 어도를 설치하고 있다. 어도의 설계는 어도 내의 수리학적 특성을 파악하여 그 기능을 충분히 수행할 수 있는지 여부를 분석하여야만 한다. 본 연구에서는 기존에 제시되지 않았던 자연형 어도를 제안하고, 3차원 유체의 흐름성분을 해석할 수 있는 범용프로그램 FLOW-3D를 이용하여 수리학적 특성을 파악하였다. 또한, 어종별 돌진속도에 따른 자연형 어도의 기능적 활용여부를 제시하고자 한다.

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The Mediation Effect of the Work-Family Spillover between Full-time Married Working Women's Inefficient Working Culture and Career Interruption Intention (비효율적 업무문화와 경력단절의도와의 관계에서 일-가정 전이의 매개효과: 전일제 기혼 여성근로자를 대상으로)

  • Park, Cheong-Yeul;Shon, Young-Mi;Shin, Kyu-Lee
    • The Journal of the Korea Contents Association
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    • v.15 no.8
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    • pp.280-292
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    • 2015
  • The current study examines the mediation effect of the work-family spillover between full-time married working women's inefficient working culture and career interruption intention. The mediation effect is tested by classifying the work-family spillover effect into two subfactors: the work-family conflict and the work-family facilitation. For this purpose, we sampled 281 full-time married working women aged between 30 and 50s and conducted a hierarchical regression analysis. The main results are as follows: both work-family conflict and work-family facilitation play the role of partial mediation. This finding implies that it is necessary to carefully examine the effects of subfactors for work-family spillover to married working women's career interruption.

Moderating Effects of Teacher-Child Relationship on the Association Between Temperament and Peer Play Interaction of Young Children (만 4세 유아의 기질이 또래놀이상호작용에 미치는 영향에 대한 교사 유아관계의 조절효과)

  • Shin, Yoo Lim
    • Korean Journal of Child Education & Care
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    • v.19 no.2
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    • pp.57-69
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    • 2019
  • Objective: The purpose of this research was to examine the moderating effects of relationships on the association between temperament and peer play interaction. Methods: The participants were 606 four year olds who were recruited from day care centers and preschools located in Incheon and Gyeonggi province. Teacher-child relationship was measured with Student-Teacher Relationship Scale. Peer interactions were measured with Penn Interactive Peer Play Scale. Temperament was measured with Child Behavior Questionnaire (CBQ). The data was analysed using Pearson correlation and hierarchial regression. Results: Teacher-child intimacy moderated the associations between inhibitory control and play disruption as well as between emotionality and play disconnection. Moreover, Teacher-child conflict moderated the association between emotionality and play disconnection. Conclusion/Implications: The findings suggest that teacher-child relationships buffer risks conferred by temperament.

Analysis of Water Balance in Paddy Fields using Open Source SWMMModel (Open source SWMM모형을 활용한 논배수로 물수지 분석)

  • Kim Beom gu;Choo In Kyo;Kareem Kola Yusuff;Jung Young Hun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.403-403
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    • 2023
  • 도시화로 인한 생활, 공업, 농업용수의 수요는 증가하지만, 이를 해결하기 위한 댐 건설은 생태계의 단절, 수몰 지역 생성 등의 이유로 비판적인 여론이 많아 신규 수자원 확보가 어려워지고 있다. 따라서 우리는 신규 수자원을 확보하기보다 기존 수자원의 물관리 체계를 개선하고 합리적인 물 배분 기술을 개발할 필요가 있다. 이중 농업용수의 회귀 수량에 대하여 알아볼 필요가 있다. 수리 시설물에서 공급된 농업용수는 전량 작물에 의해 소비되는 것이 아니며, 포장으로 공급되지 않고 용수로를 통해 배수되기도 한다. 포장으로 공급된 수량은 물꼬를 넘어 배수되기도 하고, 일부는 침투되어 지하수를 통해 흘러나가기도 한다. 이 와 같이, 농업용수 공급량 중 소모되지 않고 하천으로 유입되는 수량을 관계 회귀 수량이라 한다. 따라서 본연구에서는 농업에 소모되지 않고 하천으로 유입되는 회귀수량을 정확히 조절할 수 있도록 농업용수 회귀수량을 계산하는 모델을 구현하였다. SWMM(Storm Water Management Model)은 도로, 도랑, 관로, 초지 등 주로 도시지역의 강우-유출-지표면 유출을 해석하는 모델이며 농지의 수로네트워크 특성을 잘 반영할 수 있다는 장점이 있다. 이번 연구에서는 용수로를 개수로로 고려하여 테스트베드 모형을 구축할 것이다. SWMM은 농업용수 물순환 모의를 위해 이미 활용되고 있으나 논에서의 증산량이 미반영되며 수혜지역 내의 지하수위가 미반영 되는 등 정확한 물순환 모의를 위해서 한계점 개선이 필요하다. 이 한계점 개선을 위해서 회귀수량 공식을 c언어로 구현 후 EPA SWMM의 소스코드를 활용하여 회귀수량 추정이 가능한 SWMM을 구현하였다. 해당 연구를 통해 농업용수의 회귀수량을 계산하여 정확한 물수지 분석이 가능하여 농업지역의 수자원 확보에 도움을 줄 것이다.

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Relationship Between Income Inequality with Gini Coefficient and Consumption Expenditure: The Case of U.S and U.K (Gini 계수에 의한 소득불평등과 소비지출의 관계 분석 : 미국과 영국을 중심으로)

  • Rhee, Hyun-Jae
    • The Journal of the Korea Contents Association
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    • v.20 no.6
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    • pp.392-405
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    • 2020
  • The aim of this study is to investigate the effects of income inequality on consumption expenditure in other to understand income-led growth policy. This is basically resulted in the income inequality had gotten worse since global financial crisis in many economies. Malthusian hypothesis which signifies the relationship between the income inequality and the consumption expenditure revisited for this purpose. The paper utilizes multiple break points regression and TGARCH model, and these methodologies are tentatively applied to the case of U.S and U.K. This is because that long-run time series data enables to formulate a stylized fact in general. Empirical evidence suggests that there does not exist a solid relationship among APC, income inequality by Gini coefficient, and consumption expenditure before the year of 2000, but Malthusian hypothesis is supported by weak basis in U.S while strong basis in U.K after since then. It implies that the income inequality has to be alleviated to maximize its effectiveness of the income-led growth policy.