• Title/Summary/Keyword: 인과 모형 분석

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The Effect of the Education Environment of Cooking Institutes on Trainees' Satisfaction and Reregistration Intentions - Moderating Effect of Education Program - (조리학원의 교육환경이 수강생들의 만족도와 재수강의도에 미치는 영향 - 교육프로그램의 조절효과 -)

  • Heo, Weon-Seon;Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.22 no.2
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    • pp.136-150
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    • 2016
  • As foodservice industry has been developing, more people are interested in healthy life and want to learn cooking. This study validated the moderating effect of education program on cooking institutes. Also the present study revealed cause and effect relationship among the education environment, the satisfaction and reregistration intentions by conducting a survey for trainees in cooking institutes located in Busan and Gyeongnam area. For the purposes of the study, conjunction and organic cause-and-effect relationship of entire model was validated by using an exploratory factor analysis, confirmatory factor analysis and structural equation modeling with 313 trainees who have used cooking institutes. A nested model and basic model were established to analyze the moderating effect of education program. The adjustment role of education program was validated with ${\chi}^2$ difference considering the degree of freedom between two models. As results of the analysis, the education service was statistically significant in all factors except the effect on education satisfaction. The education program has moderating effect on the relationship between the level of instructor and satisfaction degree, and between satisfaction degree and the reregistration intentions. Therefore, this study suggests that managers of cooking institutes should recruit instructors with excellent capability in order to operate the education program very well.

Comparative Analysis of Terrain Slope Using Digital Map, LiDAR Data (수치지형도와 LiDAR 데이터를 이용한 지형경사도 비교분석)

  • Kang, Joon-Mook;Yoon, Hee-Cheon;Min, Kwan-Sik;Rhee, Won-Yong
    • Journal of Korean Society for Geospatial Information Science
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    • v.15 no.4
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    • pp.3-9
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    • 2007
  • Recently, the efforts of systematic understanding and utilization of geographic phenomenon for human life as a important factor among activity of mankind are increasing. It is necessary to express topography connected with space. Especially, the technology of geographic analysis using DEM can supply the information rapidly and accurately about elevation and terrain slope of the subject area under the necessity of high 3D quality geographic information. In this study, creating more precise DEM derived from LiDAR data, quantitative analysis on the subject area about elevation and terrain slope is done under comparison with Digital Topographic map Scale 1:1000. LiDAR data is more detailed than Digital Topographic map to express the elevation of the subject area ($39.89{\sim}77.48m$), and terrain slope by analysis using DEM derived from LiDAR data come out minutely about 90%. It can be concluded that the LiDAR data is very applicable and accurate for 3D topographic terrain slope analysis.

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The Causal Relationship in Teachers' sense of Humor, Empowerment and Job Performance in Childcare Center (보육교사의 유머감각과 임파워먼트 및 직무성과 간의 인과모형 연구)

  • Jin, Kyung Hee
    • Korean Journal of Childcare and Education
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    • v.7 no.4
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    • pp.119-137
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    • 2011
  • This study examines the casual relationship between Sense of humor of teachers in childcare center and empowerment and job performance. The subjects of this study were 645 educare teachers from Seoul, Gyeonggi-do, Chungcheng-do, and Jeonra-do. Spss version 18.0 and Amos 16.0 were used to analyze the date. The result of analysis showed that Sense of humor of teachers in childcare center has positive effect on both their empowerment and job performance, and it creates bigger total effect on their job performance through the mediation of their empowerment.

주식시장(株式市場) 개방(開放)의 원화절상효과(貨切上效果)

  • Kim, Jun-Gyeong
    • KDI Journal of Economic Policy
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    • v.16 no.3
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    • pp.69-96
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    • 1994
  • 본(本) 연구(硏究)는 국내(國內) 증시개방(證市開放)이 원화환율(貨換率)에 미친 영향(影響)에 대하여 이론적(理論的)인 모형(模型) 제시(提示)와 함께 실증분석(實證分析)을 시도하였다. 시간변동계수모형(時間變動係數模型)을 이용한 환율방정식(換率方程式) 추정결과에 의하면 1980년대 말 이후부터 증시(證市)를 통한 해외자금 유출입에 직접적인 영향을 주는 국내외(國內外) 주식수익율(株式收益率) 격차(隔差)의 환율절상효과(換率切上效果)가 지속적으로 증가(增加)한 것으로 나타났다. 반면 80년대에 걸쳐 주된 환율결정요인이었던 경상수지(經常收支)는 90년대 들어 환율변동에 미친 영향력이 현저하게 약화(弱化)된 것으로 나타났다. 이는 외환(外換)및 자본규제정책(資本規制政策)의 변화 등 구조변화(構造變化)에 기인된 현상으로 판단되며, 90년대에 들어서면서 환율(換率)이 경상수지보다는 경상수지와 자본수지를 더한 종합수지(綜合收支)에 더 큰 영향(影響)을 받고 있음을 의미한다. 위의 분석결과는 증시의 추가개방 등 자본자유화가 확대될 경우 원화절상압력(貨切上壓力)이 가중되고 이에 따른 수출경쟁력(輸出鏡爭力) 약화(弱化)로 종합수지(綜合收支)는 흑자(黑字)를 기록하면서 경상수지(經常收支) 적자(赤字)가 크게 늘어날 가능성이 있음을 시사한다. 따라서 수출경쟁력(輸出競爭力)을 유지하기 위해서는 실질실효환율(實質實效換率)기준으로 원화환율이 안정될 수 있도록 안정적(安定的)인 재정(財政) 통화운용(通貨運用)으로 대응해야 할 것이다.

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An Empirical Study on Causality among Trading Volume of Busan, Kawangyang and Incheon port (부산항, 광양항, 인천항의 물동량간 인과관계 분석)

  • Choi, Bong-Ho;Kim, Sang-Choon
    • Journal of Korea Port Economic Association
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    • v.26 no.1
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    • pp.61-82
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    • 2010
  • The purpose of this study is to examine the causuality among export and import trading volume of port of Busan, Kwangyang, Incheon and to induce policy implications. In order to test whether time series data is stationary and the model is fitness or not, we put in operation unit root test, cointegration test. And We apply Granger causality and impulse response and variance decomposition based on VECM. The results indicate that the trading volume of port of Busan is not largely influenced by that of port of Kawangyang and Incheon, but the trading volume of port of Kawangyang and Incheon is largely influenced by other ports including port of Busan. The result suggest that government has to focus on policy that the port of Kawangyang and Incheon can raise its own competitiveness in the world market.

The Effects of Enterprise Size and Industry on the Employment Rate of People with Disabilities -Focusing on the Enterprises with Disability Employment Obligation That Hire at Least One Person with Disabilities- (기업의 규모와 산업이 장애인 고용률에 미치는 영향 -장애인 1인 이상 의무고용기업체를 중심으로-)

  • Kwon, Keedon;Kim, Hojin
    • Korean Journal of Social Welfare
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    • v.66 no.1
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    • pp.251-276
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    • 2014
  • This study scrutinizes the common sense in the field of disability employment that the bigger the size of a firm, the lower the employment rate of people with disabilities. This common sense has been established by conventional cross-tabulation and multiple regression analyses without taking into account possible interactions between the sizes of firms and the industries in which they operate. This study shows that the distribution of the disability employment rate violates the linearity and homoscedasticity assumptions of the OLS. In an effort to find models that explain the data better, this study fits the OLS model, the weighted linear regression model, and the multinomial logit model as well as the path analysis which is meant to examine the relationships between firm size and other variables relevant to disability employment. The result shows that, when an interaction term between firm size and industry is added to the model, firm size does not have any significant effect on disability employment rate for those firms with 100 or more regular employees, to the contrary of the findings of prior studies. It also demonstrates that other factors such as job setting, the extent of helpfulness of disability employment employers perceive, employers' care for disability, and employers' awareness of disability policies may matter more than does firm size. This study proposes that future research and policy implementation for disability employment should pay no less attention to industry and other factors mentioned above than to firm size.

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Equity Analysis of Feeder Bus Routes in Seoul using DEA(Data Envelopment Analysis) Model (DEA(Data Envelopment Analysis) 모형을 이용한 서울시 지선버스노선의 형평성 분석)

  • Han, Jin-Seok;Kim, Hye-Ran;Go, Seung-Yeong
    • Journal of Korean Society of Transportation
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    • v.29 no.2
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    • pp.15-24
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    • 2011
  • This study discusses an equity analysis performed to supplement the existing bus service evaluation system. The equity of 179 feeder bus routes in the city of Seoul(Year 2009) is analyzed by employing the modified BCC model along with the desirable inputs such as a number of bus stops and a frequency of operations. In the analysis, each DMU (Decision Making Unit) is assumed to use the desirable inputs, and produces both the index of equity and the index of accessibility. We apply an input-oriented modified BCC model to analyze the equity of the DMUs. The computational result indicates that only 9% of the feeder bus routes are equitable among the total DMUs and the average equity estimate is 0.702. It is also suggested that on average approximately 60% increases of desirable inputs (i.e., a number of bus stops and a frequency of operations) are needed in order to improve equity of DMU in the city of Seoul. The result of the tobit regression analysis on the determinant factors affecting the equity of DMUs shows that all the independent variables (i.e., a number of bus stops and a frequency of operations) are statistically significant at 5% significance level, and the number of bus stops is found to be the most influential factor.

The study for NHPP Software Reliability Model based on Kappa(2) distribution (Kappa(2) NHPP에 의한 소프트웨어 신뢰성 모형에 관한 연구)

  • Kim, Hee-Cheul
    • Journal of the Korea Computer Industry Society
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    • v.6 no.5
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    • pp.689-696
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    • 2005
  • Finite failure NHPP models presented in the literature exhibit either constant, monotonic increasing or monotonic decreasing failure occurrence rates per fault. In this paper, Goel-Okumoto and Yamada-Ohba-Osaki model was reviewed, proposes the Kappa(2) reliability model, which can capture the nomotonic decreasing nature of the failure occurrence rate per fault. Algorithm to estimate the parameters used to maximum likelihood estimator and bisection method, model selection based on sum of the squared errors and Kolmogorov distance, for the sake of efficient model, was employed. Analysis of failure using real data set, SYS2(Allen P.Nikora and Michael R.Lyu), for the sake of proposing two parameter of the Kappa distribution, was employed. This analysis of failure data compared with the Kappa model and the existing model using arithmetic and Laplace trend tests, bias tests is presented.

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A Causation Study for car crashes at Rural 4-legged Signalized Intersections Using Nonlinear Regression and Structural Equation Methods (비선형 회귀분석과 구조방정식을 이용한 지방부 4지 신호교차로의 사고요인분석)

  • Oh, Ju Taek;Kweon, Ihl;Hwang, Jeong Won
    • Journal of Korean Society of Transportation
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    • v.31 no.1
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    • pp.65-76
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    • 2013
  • Traffic accidents at signalized intersections have been increased annually so that it is required to examine the causation to reduce the accidents. However, the current existing accident models were developed mainly by using non-linear regression models such as Poisson methods. These non-linear regression methods lack to reveal the complicated causation for traffic accidents, though they are the right choice to study randomness and non-linearity of accidents. Therefore, it is required to utilize another statistical method to make up for the lack of the non-linear regression methods. This study developed accident prediction models for 4 legged signalized intersections with Poisson methods and compared them with structural equation models. This study used structural equation methods to reveal the complicated causation of traffic accidents, because the structural equation method has merits to explain more causational factors for accidents than others.

The cross-lagged effects of unmarried fathers' involvement on children's behavior problems (교차지연 모형을 통한 비혼 아버지의 양육참여와 아동의 문제행동간의 인과관계 검증)

  • Choi, Jeong-Kyun
    • Journal of the Korean Society of Child Welfare
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    • no.59
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    • pp.1-23
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    • 2017
  • Using a subsample of 3,409 unmarried smothers and their children from the Fragile Families and Child Wellbeing study, the present study examined the cross-lagged effects of unmarried fathers' involvement on their children's behavior problems. Father involvement was used as a latent variable to measure the frequency of fathers' visits to the child, fathers' instrumental support, and their supportive parenting. Both variables of father involvement and child behavior problems were repeatedly measured at child ages 3, 5, and 9 to estimate their trends over time. The results indicated that fathers' more active engagement in parenting at child ages 3 to 5 reduced behavior problems in children at ages 5 to 9. Further discussions include programs and services to support unmarried fathers through education and training opportunities for effective parenting, relationship skills, and conflict resolutions as well as policy strategies to encourage their continuous involvement in the lives of their children.