• Title/Summary/Keyword: 인과관계 검정

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The Influencing Relationship of Transformational Leadership of TMX, Organization Citizenship Behavior: Moderating Effect of Gender (소규모 외식업체 경영주의 변혁적 리더십이 TMX와 조직시민행동에 미치는 영향관계: 성별조절효과)

  • Seo, Jung-Hee
    • Culinary science and hospitality research
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    • v.22 no.7
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    • pp.72-87
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    • 2016
  • The study is to investigate whether the transforming leadership of the owners who run the small-sized restaurants in Busan has a moderating effect of gender on influential relationship between TMX and organizational citizenship behavior. To achieve the goal, the moderating effect of gender, systematic causality and the degree of connection of the whole pattern were investigated using Structural Equation Modeling between the factors drawn with the software packages, SPSS statistics (V 21.0) and AMOS (V 18.0). According to the result from the investigation, there is the meaningful causality both in the relationship between transforming leadership of the owners who run small restaurants and TMX, and in the relationship between TMX and organizational citizenship behavior. The moderating effect of gender was shown from the effect of intellectual stimulus on TMX and the causality between TMX and organizational citizenship behavior. The outcome suggests that the transforming leadership of the owners and the free communication with employees would be helpful for the prosperity of their businesses. In addition, intellectual stimulus has a moderating effect on TMX while TMX has the same effect on organizational citizenship behavior. This also implies that the degree of the effect on TMX an organizational citizenship behavior depends on the gender.

The Impact of Regional Economic Growth on Intraregional Disparities in Korea (지역경제 성장에 따른 지역 내부의 경제적 격차 추정에 관한 연구)

  • Lee, Ju-Han;Kim, Donghyun
    • Journal of the Korean Regional Science Association
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    • v.36 no.3
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    • pp.29-40
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    • 2020
  • The aims of this study to identify the relationship between regional economic growth and intraregional regional disparities. The 16 metropolitan area, the Capital region and the southeastern region of Korea were put in the spatial scope and the time range from 2005 to 2016. Regional gross domestic product data were used to show regional growth and intraregional disparity. Panel data for each spatial unit were established, panel unit root test and panel cointegration test were conducted to check the stability of the data. The DOLS method was used to identify relationship between regional economic growth and intraregional disparity, and the VECM model and Granger causality test was conducted to verify causality. The result of analysis of 16 metropolitan area units showed that the intraregional disparity increases as regional economic growth progresses. When the regional gross domestic product increased by 1%, the intraregional disparity increased by 1.258%, and there are short-term and long-term causality. Both the Capital region and the southeastern region had a mutual relationship between regional economic growth and intraregional disparity, but the disparity in the Capital region showed an increase and the southeastern region showed a decrease. The results of this study show that the regional disparity is increasing nationwide, but the Capital region and the southeastern region showed different stages of growth.

A Study on Effects of Water Resource Development during Korea Development Period (한국의 경제발전과 수자원개발 효과 분석)

  • Choi, Hanju;Ryu, Mun-Hyun;Choi, Hyo Yeon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.124-124
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    • 2017
  • 수자원 및 수도 시설과 같은 사회간접자본은 경제개발 초기 단계에 있어 매우 중요한 역할을 수행하여 왔다. 우리나라의 경제성장 과정에서 수자원 개발은 "한강의 기적"으로 불리며 한국 경제발전의 중요한 원동력 가운데 하나로 알려져 있다. 본 연구에서는 수자원개발의 경제적 효과를 정량적으로 분석하기 위하여 거시경제모형을 구축하고 실증분석하고자 한다. 이를 위해 1977-2014년 동안의 수자원 부문에 대한 자본 스톡을 추정하고 이를 바탕으로 경제성장과의 인과관계를 검정한다. 추정결과, 수자원 투자는 경제성장(GDP)으로의 단방향의 인과성이 존재함을 확인(1%유의 수준)하였다. 외생적 충격으로 수자원 투자가 감소하는 경우 국내 소득(GDP)에 부정적 영향을 미칠 수 있음을 시사하고 있다. 우리나라의 성공적인 수자원 개발과 경제 발전 경험은 많은 개도국에게 시사점을 제공할 것이다.

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The influence of Brexit on Container Volume of Korea (브렉시트(Brexit)의 한국 컨테이너물동량에 대한 영향)

  • Choi, Bong-Ho;Lee, Gi-Whan
    • Journal of Korea Port Economic Association
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    • v.32 no.3
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    • pp.67-81
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    • 2016
  • This paper examines the influence of Brexit on container volume of Korea, especially of macroeconomic variables such as exchange rate and industrial production of EU and United Kingdom. To do this, we use monthly time series data during 2000-2016, and introduce the analysis method of cointegration test and VECM, and analyze the influence of industrial production and exchange rate of EU and U.K. on container volume of Korea. The results are as follows. First, the container volume of Korea is influenced by the exchange rate and industrial production of EU in the long run. But the exchange and industrial production of U.K. influenced on only export container volume of Korea, and the influence of U.K. macroeconomic variables on container volume of Korea was not large in the long lun. Second, In the shot run, the influence of exchange rate on container volume of Korea, especially on export container volume was significant in EU and U.K. To sum up, the influence of EU macroeconomic variables on container volume of Korea is larger than that of U.K., and the influence of exchange rate variable is more significant than that of industrial production variable.

Multi-dimension Categorical Data with Bayesian Network (베이지안 네트워크를 이용한 다차원 범주형 분석)

  • Kim, Yong-Chul
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.2
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    • pp.169-174
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    • 2018
  • In general, the methods of the analysis of variance(ANOVA) for the continuous data and the chi-square test for the discrete data are used for statistical analysis of the effect and the association. In multidimensional data, analysis of hierarchical structure is required and statistical linear model is adopted. The structure of the linear model requires the normality of the data. A multidimensional categorical data analysis methods are used for causal relations, interactions, and correlation analysis. In this paper, Bayesian network model using probability distribution is proposed to reduce analysis procedure and analyze interactions and causal relationships in categorical data analysis.

A Study on Regionalization in the World Crude Oil Markets Using Cointegration and Causality Analysis (공적분과 인과관계 분석을 통한 국제원유시장의 지역화 연구)

  • Kim, Jinsoo;Heo, Eunnyeong;Kim, Yeonbae
    • Environmental and Resource Economics Review
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    • v.16 no.2
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    • pp.213-237
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    • 2007
  • Discussions on regionalization of the world crude oil markets have provided important implications for the establishment of national energy policies. In particular, due to arbitrage trading, if these markets are regionalized, Korea who imports approximately 80% of the annual oil consumption from a single region may be faced with a crucial problem. Therefore, in this study, we analyzed regionalization of the world crude oil markets using causality analysis as well as cointegration method to consider temporal relationship and time lags. To analyze regionalization, we chose Dubai price for the Middle East market, Brent for the European, WTI for the U.S., and Tapis for the East Asian. For the case that long-run equilibrium existed between market prices, we used vector error correction model to analyze causal relationship, and for the case that equilibrium did not exist, we used Hsiao (1981)'s framework that can consider asymmetric time lags in the model for causality analysis. By the results of cointegration analysis, there did not exist long-run equilibrium among Dubai price and the other prices. However, we found the causal relationship among Dubai price and the other prices with one to four weeks time lags. Therefore, in effect, we could conclude that the world crude oil markets are unified supporting Adelman (1984)'s hypothesis.

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An Analysis on the Casual Relationship among Housing Transaction Index, Jeonse Rental Index, CD Interest Rate and Spread (주택매매 및 전세지수와 CD금리, 가산금리 간의 인과관계 분석)

  • Kim, Eun-Sung;Lee, Sang-Hyo;Kim, Jae-Jun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2009.11a
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    • pp.265-268
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    • 2009
  • The purpose of this study is to analyze the casual relationship among Housing Transaction Index, Jeonse Rental Index and Interest Rate. To analyze the influence of interest rate in more detail, CD Interest rate and Spread are used as variables. Granger Casualty Test is used as a analysis tool, As a result, Spread is the cause variable of the Housing Transaction Index and the Housing Transaction Index is the cause variable of the CD Interest Rate. And also, CD Interest rate influences the Jeonse Rental Index and the Jeonse Rental Index has influence on the other variables.

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온라인게임몰입에영향을미치는중독의조절효과에관한연구

  • Lee, Sang-Cheol;Mun, Jae-Yeong;Jeong, Jong-Deok;Seo, Yeong-Ho
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2005.05a
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    • pp.295-301
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    • 2005
  • 1995년부터 급격히 발전하기 시작한 전자상거래는 2000년 후반에 들면서 커다란 전환을 맞이하게 되었다. 인터넷 기업에 대한 거품이 제거되면서 주가가 폭락하였고, 전자상거래에서 과연 수익을 얻을 수 있는 모델은 무엇인지에 대한 의문이 제기되기 시작하였다. 이러한 시기에 최근 게임산업은 세계 미디어 시장에서 큰 비중을 자치하는 21세기형 산업으로 부상하고 있으며, 또한 많은 비즈니스 수익모델 중에서 수익을 제공할 수 있는 비즈니스 모델로 급부상하고 있다. 이에 본 연구에서는 온라인 게임 사용자들의 충성도에 영향을 주는 요인들에 대한 인과관계를 연구하고자 하였다. 특히 게임의 중독이 이러한 인과관계에 어떤 매개효과가 있는지를 검정해 보고자 하였다.

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Structural Influence and Relationship between the Environmentally-friendly Attitude and Purchase Intention based on the College Students' Values towards Organic Produces - Moderating Effect of Consumer Confidence - (대학생들의 친환경농산물에 대한 가치관이 친환경적 태도 및 구매의도간의 구조적 영향 관계 - 소비자 신뢰의 조절효과 -)

  • Kim, Jong-Suck;Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.23 no.2
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    • pp.45-55
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    • 2017
  • The fundamental objective of cultivating organic farm produces is to preserve the natural environment and protect eco system so as to maintain the environment where people can live. In the current social atmosphere, the value and attitude of the college students to the environment are significant as they will take the leading part in the future. College students in Busan participated in the survey for the study to prove the moderating effect of the confidence with organic farm produces by investigating the casual relationship among the purchase intention, the environmentally-friendly attitude, and the consumption value of college students. The questionnaires were distributed over the period from October $15^{th}$, 2016 to $30^{th}$.261 papers of the questionnaires were analyzed with SPSS (V 23.0) and AMOS (V 21.0) programs. The analysis on Confidence, Confirmatory Factors, Structural Equation Modeling was compared with Chi-square considering the degrees of freedom between the two models in order to investigate the moderating effect from the purchasing frequency. The result from the analysis confirms that there is a casual relationship between college students' values of organic farm products and the environmentally-friendly attitude. Consumer confidence has a moderating effect on the attitude and purchase intention. As it can be seen from the result of the analysis, it is necessary for municipal governments and the government to push ahead with the policies on organic farm products in the future as it is proved that there is a casual relationship among the attitude, purchase intention and the students' values of the organic farm products.

Testing the Convergence of Military Expenditure and Arms Imports in Northeast Asian Countries (동북아 국가의 국방비 지출 및 군수물자 수입 수렴성 검정)

  • Rhee, Hyun-Jae
    • The Journal of the Korea Contents Association
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    • v.13 no.2
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    • pp.475-487
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    • 2013
  • The aim of this study is to examine an existence of mutual interdependency in terms of military expenditure and arms imports between Northeast Asian countries such as South Korea, North Korea, China, Japan, and U.S. Recently, the mood of post cold war and intensified globalization lead to be disarmament in pursuing a policy on national defence in many countries. Since potential menace to national security has been receiving more concern rather than a direct armed clash, mutual interdependency on military spending should be fully understood. For a methodological tools, ${\beta}$ and ${\sigma}$-convergences, convergence with rational expectation, and Granger causality test are employed. Empirical evidence shows that the convergences which are evaluated by ${\beta}$, ${\sigma}$, and by a model based on rational expectation are in general revealed, and differences are more sensitive to a military decision making procedures. Granger causality, however, is not being existed. To this end, it would be concluded that the Northeast Asian countries are going with a trend in the world than forming their own tendency in this region.