• Title/Summary/Keyword: 패널 자기 상관 모형

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The Effect of School Adjustment, Self-Esteem, and Life Satisfaction on Academic Achievement (학업성취에 영향을 미치는 학교적응, 자존감, 삶의 만족도의 구조적관계)

  • Lew, Kyoung-Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.6
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    • pp.2700-2706
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    • 2013
  • The purpose of this study was to investigate the casual relationship between school adjustment, self-esteem and life satisfaction and academic achievement in elementary school students. This study utilized the NYPI's longitudinal data collected on elementary school students nationwide for 2012. Equation Modeling analysis was used to analyze 2,254 5th grade students' data. It was found that school adjustment was positively correlated with self-esteem, life satisfaction and academic achievement. School adjustment was directly associated with academic achievement. It was also confirmed that school adjustment indirectly explained academic achievement through self-esteem and life satisfaction. Future research directions and implications to teacher and institutions were discussed.

An Analysis of the Effects of Political and Economic Forces on the Export of Renewable Energy Technologies (재생에너지 기술의 수출에 대한 정치·경제요인의 영향 분석)

  • Sung, Bong-Suk;Nian, Liu
    • Management & Information Systems Review
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    • v.37 no.2
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    • pp.209-233
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    • 2018
  • This study investigates the question of how political and economic factors may affect the export of renewable energy technologies. The relationships are tested using panel data for 19 OECD member countries over the period 1992-2012. Before establishing the empirical model, the current study checks the characteristics of the panel data, which includes various panel framework analyses, such as tests for the presence of normality, structural breaks, first-order autocorrelation, heteroscedasticity, cross-sectional dependence, panel unit-root. From the panel framework analyses, a dynamic panel model is established to test the relationship between the variables examined in this study. In order to reduce the bias of the estimation of the dynamic panel model and obtain efficient parameters, this study uses the bias-corrected least square dummy variable(LSDVC) estimator to estimate the empirical model. The results of this study show that governmental policies expressed as coercive pressure and market size positively affect the export growth of renewable energy technologies. However, public pressure and traditional energy industry have no significant effects on export performance. Policy implications are presented based on the results of this study.

Spatial panel analysis for PM2.5 concentrations in Korea (공간패널모형을 이용한 국내 초미세먼지 농도에 대한 분석)

  • Lee, Jong Hyun;Kim, Young Min;Kim, Yongku
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.3
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    • pp.473-481
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    • 2017
  • It is well known that the air quality of 92% of the world is known to exceed the standard of WTO and the death caused by air pollution is almost 6 million per year. The $PM_{2.5}$ concentration in Korea is the second most serious among the OECD countries following Turkey. Since the $PM_{2.5}$ has a direct effect on the respiratory system, it has been actively studied in domestic and foreign countries. But current research on the $PM_{2.5}$ is limited in weather factor or air pollutants. In this paper, we consider the influence of spatial neighbor with weather factor or air pollutants using spatial panel model. We applied the proposed method to 25 borough of Seoul in Korea. The result shows a significant effect of spatial neighbor on the $PM_{2.5}$ concentration fields.

Technical Efficiency of Medical Resource Supply and Demand (의료자원 공급, 수요의 성과 효율성에 대한 실증분석)

  • Chang, Insu;Ahn, Hyeong Seok;Kim, Brian H.S.
    • Journal of the Korean Regional Science Association
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    • v.34 no.2
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    • pp.3-19
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    • 2018
  • The objective of this study is to observe the efficiency of clinical performance on the supply and demand of medical resources in Korea. For the empirical analysis, we constructed the dataset on age standardized mortality rate, the number of physician, specialist, surgery, medical institution, ratio of general hospitals of 16 provinces in Korea from 2006 to 2013. The panel probability frontier model is employed as an analysis method and considered heteroscedasticity and autocorrelation of the error in panel data. In addition, the demographic and socioeconomic characteristics of the 16 provinces, unemployment rate, elderly population ratio, GRDP per capita, and ratio of hospitals in comparison to the general hospitals are used to find the effect on the technical efficiency of clinical performance on supply and demand of medical resources. The results are as follows. First, for the clinical performance, the supply side of human resources such as doctors and specialists and the demand side factors such as chronic illness clinic per unit population have a significant influence, respectively. Second, the technical efficiency of clinical performance on the supply and demand of medical resources of each input component was 59-70% in terms of clinical efficiency in each region. Third. estimates of technical efficiency of inputs that affect clinical performance showed a slight increase in all regions during the analysis period, but the increase trend decreased slightly. Fourth, the ratio of the elderly population and GRDP per capita have a positive influence on the technical efficiency of clinical performance on the supply and demand of medical resources. The difference of each efficiency by region is due to the regional differences of the input medical resources and the combination of them and the demographic and socioeconomic characteristics of the region. It is understood that the differences in technological efficiency due to the complexity of supply and demand of medical resources, demographic structure and economic difference affecting clinical performance by region are different.

A Study of Bi-lateral and Autoregressive Relationship of Corporate Social Performance and Financial Performance - Panel Data Analysis on Top 1,000 corporations in Korea - (기업사회공헌과 재무성과의 쌍방향적 관계 및 자기상관관계에 관한 연구 : 국내 1000대 기업을 중심으로)

  • Kang, Chul Hee;Kim, Chang Woo;Choi, Jung Eun
    • Korean Journal of Social Welfare Studies
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    • v.47 no.1
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    • pp.205-232
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    • 2016
  • The purpose of this study is to analyze the bilateral and autoregressive relationships of corporate social performance and corporate financial performance by using dynamic panel model based on fixed effect analysis method. To satisfy this study purpose, 6 years data (2008-2013) of top 1,000 corporations in Korea was collected and finally 430 corporations were used for dynamic panel analysis. The main results were as follows. First, the preceding financial performance explains the following corporate social performance in positive direction. Second, the preceding corporate social performance does not explain the following financial performance. Third, the preceding corporate social performance explains the following corporate social performance in positive direction. Fourth, the preceding financial performance explains the following financial performance in positive direction. This result shows that slack resources theory is supported and good management theory is not supported. In addition, there is a significant relationship between the preceding corporate social performance and the following corporate social performance. Lastly, this study broadens and deepens previous understanding on corporate social philanthropy and discusses theoretical meanings and implications for future study.

The effect of the Psychological characteristics of parents of children on the childcare stress of the mother (유아기 자녀를 둔 부모의 심리특성이 어머니 양육스트레스에 미치는 영향 (아버지 양육스트레스를 매개효과로))

  • Choi, Hang-Joon;Cho, Su-Kyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.12
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    • pp.8157-8164
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    • 2015
  • The purpose of this study is to find out how a parents' mental characteristics with preschool children(self-esteem, self-efficacy, depression) has effect on a mother's parenting stress by the medium of a father's parenting stress. The fourth year data of The Korean Children Panel of the KICCE(2011) was used, and the collected data was fathers and mothers with 1,754 children who are more than 35 months but not more than 42 months. For data analysis, analysis of frequency and correlation analysis were carried out using SPSS 18.0, and they were analysed with Structural Model to observe the relationship of each variable and influence, and it was found that the goodness of fit of the model was outstanding. As a result, the psychological traits of fathers impact directly on mothers' parenting stress. Mothers' psychological features increased mothers' parenting stress by a medium of fathers' parenting stress. The study showed that fathers' parenting stress that is a mediator variable performed a role as a mediator variable.