• Title/Summary/Keyword: Causality Test

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The Spillover Effect of FDI on GDP -Analysis on Myanmar using GARCH and VAR- (외국인 직접투자의 국민소득에 대한 전이효과 -GARCH와 VAR를 이용한 분석-)

  • Yoon, Hyung-Mo
    • International Area Studies Review
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    • v.21 no.4
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    • pp.41-63
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    • 2017
  • FDI can either be absorbed in the production cycle with domestic investment and create an inducement effect or it can remain as an exogenous factor and increase the volatility of GDP. The purpose of this paper is to research these different impacts that FDI could have. For that, the endogenous growth theory was employed. The statistic method used are the panel model for sectoral analysis, and GARCH model and VAR for time series analysis. Myanmar was selected as this paper's research subject because it is one of countries which had a colossal amount of FDI inflow recently. The panel analysis did not confirm the causality between sectoral FDI and sectoral GDP. The reason for this could be in the lack of data, since sectoral data exists yearly only during 2006-2016. Therefore this study conducted the times series analysis. According to the results, during 2006 until 2010, it showed signs of GARCH but the effect of FDI on GDP was nonexistent, which means FDI was not integrated into the domestic production cycle but stayed in residual terms. During 2011 to 2016, FDI seemed to affect the growth of Myanmar's GDP. The estimation confirmed the existence of GARCH and the Granzer causality test confirmed that FDI influenced the GARCH, which signified FDI increased the volatility of GDP. The VAR analysis showed responses of GDP to FDI was small(about 0.0007). This research assumes that FDI can be divided in two parts: one part which can be assimilated in the domestic production cycle and the other where it stays outside of the production cycle. The former creates production inducement effect and the latter only increases the volatility of GDP. According to this study, the latter outweighs the former impact in Myanmar.

A Study on the Effects of Export Insurance on the Exports of SMEs and Conglomerates (수출보험이 국내 중소기업 및 대기업의 수출에 미치는 영향에 관한 연구)

  • Lee, Dong-Joo
    • Korea Trade Review
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    • v.42 no.2
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    • pp.145-174
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    • 2017
  • Recently, due to the worsening global economic recession, Korea which is a small, export-oriented economy has decreased exports and the domestic economy also continues to stagnate. Therefore, for continued growth of our economy through export growth, we need to analyze the validity of export support system such as export insurance and prepare ways to expand exports. This study is to investigate the effects of Export Insurance on the exports of SMEs as well as LEs. For this purpose, this study conducted Time Series Analysis using data such as export, export insurance acquisition, export price index, exchange rate, and coincident composite index(CCI). First, as a result of the Granger Causality Test, the exports of LEs has found to have a causal relationship with the CCI, and CCI is to have a causal relationship with the short-term export insurance record. Second, the results of VAR analysis show that the export insurance acquisition result and the export price index have a positive effect on the exports of LEs, while the short - term export insurance has a negative effect on the exports of LEs. Third, as a result of variance decomposition, the export of LEs has much more influenced for mid to long term by the short-term export insurance acquisition compared to SMEs. Fourth, short-term export insurance has a positive effect on exports of SMEs. In order to activate short-term export insurance against SMEs, it is necessary to expand support for SMEs by local governments. This study aims to suggest policy implications for establishing effective export insurance policy by analyzing the effects of export insurance on the export of SMEs as well as LEs. It is necessary to carry out a time series analysis on the export results according to the insurance acquisition results by industry to measure the export support effect of export insurance more precisely.

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Interdependence of Corporate Control Mechanisms and Firm Performance in Korea (기업지배구조의 상호관계 및 기업성과에 관한 연구)

  • Cho, Sungbin
    • KDI Journal of Economic Policy
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    • v.28 no.2
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    • pp.131-177
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    • 2006
  • This paper examines a simultaneous determination of corporate control mechanisms, and its effects on firm performance. The corporate control mechanisms considered include the following; insider shareholding, institutional shareholding, the board of directors, dividend policy, and capital structure. This paper applies a simultaneous equation methodology and investigates the interdependence among the corporate control mechanisms. In the first part, the paper finds that firm-level variations of control mechanisms are large across time although average variations are relatively small. These variations are related to one another, which is confirmed by Granger causality test based on dynamic panel autoregression model. More specifically insider shareholding, institutional shareholding and outside director ratio cause each other. With regard to interdependence among the control mechanisms, 2SLS(two stage least squares) regression results show that insider shareholding and institutional shareholding are substitutes while institutional shareholding acts as complements to the ratio of outside members in the board of directors. Then in the second part, the paper examines the relationship between firm performance and corporate governance. Firm performance, measured by Tobin's Q, has a positive association with leverage ratio while that has a negative relation to outside director ratio. This suggests that there may be a room for reforming corporate governance in Korea. Specifically it is necessary to enhance the independence of the outside directors.

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Comovement of International Stock Market Price Index (주가동조현상에 관한 연구)

  • Khil, Jae-Uk
    • The Korean Journal of Financial Management
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    • v.20 no.2
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    • pp.181-200
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    • 2003
  • Comovement of international stock market prices has been lately a major controversy in the global stock market. This paper explores whether the common trend has really existed among the US, Japan and Korea's stock markets using the econometric techniques such as VAR, VECM as applied. Pair of indices from the exchange market and the over-the-counter market in each country has been tested, and the exchange market only has been turned out that the common trend existed. The dynamic analyses using the Granger causality test, impulse response function, and the forecast error decomposition have followed to show that the US stock market has played some important role in the Korea and Japan's market in the exchange as well as in the OTC market. The results of the paper imply that the more careful investigation with respect to the co-integration may be necessary in the global market integration studies.

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Korean Herbal Medicine on Liver Function : A Systematic Review in Korean Literature (한약 복용이 간기능에 미치는 영향 : 국내 문헌에 대한 체계적 고찰)

  • Yun, Young-Ju;Shin, Byung-Cheul;Lee, Myeong-Soo;Cho, Sung-Il;Shin, Woo-Jin;Park, Hi-Joon;Lee, Hye-Jung
    • The Journal of Internal Korean Medicine
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    • v.30 no.1
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    • pp.153-172
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    • 2009
  • Background : The safety of Korean herbal Medicine (KHM: prescribed herbal medicine by doctors of traditional Korean medicine) is an important issue in Korea. Although both fields. western medicine and traditional Korean medicine. have been studied on the safety of herbs and KHM, their results were not concordance with each other. Objectives : This study aims to review the influence of KHM on liver function in Korean literature systematically. Additionally, we tried to estimate the change of data of liver function test (LFT) and the incidence of liver injury (LI) after the use of KHM. Methods : Systematic literature searches were performed on 4 major databases of Korea from their inception to May 2008. Screening and selection of the studies and the extraction of data were performed independently by two authors. There were no restrictions on the types of publication including grey literatures. Results : Forty studies were included. Only sixteen studies were performed prospectively and fifteen studies collected data from outpatients. Only 8 studies reported the occurrence of LI after the use of KHM. Nineteen cases of LI showed no or mild symptoms and the elevation of LFT was not high. All of LI patients used conventional western drug and KHM concomitantly. and causality of LI was not assessed properly. The incidence of LI related to the use of KHM was estimated as 0.59%-0.76% from all data of these studies. The conflicting results were shown on the change of alanine aminotransferase (ALT) and total bilirubin (TB) after the use of KHM. Conclusions : KHM might be a minor cause of LI in Korea. However the results are not strongly supported as enough to make the safety issue clear because of the limitations of original studies. More rigorous studies are required for answering the safety issue of KHM with the cooperative investigation of both fields of Korean traditional medicine and western medicine.

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A Study on How Reference Groups, Convenience and Pursuit of Information Affect Subscription-Based Webtoon Service Usage through Reliability and Curiosity (준거집단, 편의성, 정보추구가 신뢰성 및 궁금증을 통해 유료웹툰이용에 미치는 영향에 관한 연구)

  • Lee, Ji-Hun
    • Journal of Convergence for Information Technology
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    • v.7 no.2
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    • pp.101-109
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    • 2017
  • This study was undertaken to understand how reference groups, convenience and pursuit of information affect subscription-based Webtoon service usage through reliability and curiosity, through which this study provides some suggestions for developing Webtoons and increasing profitability of service providers. Therefore, the reliability and feasibility analysis were conducted for 449 readers who used the paid webtoon more than once. In addition, the causality test was conducted to verify the research model. As a result of the research, this study shows the following implications: First, it is recommended that webtoon service providers produce webtoons with the webtoonists who have more expertise developing new webtoons. Second, webtoon service providers should focus on advertising during the episodes that are currently being subscribed to, or in the next episodes in order to stimulate the usage needs of readers rather than focusing on advertising the products related to the characters and their development and sales. Third, webtoon service providers are supposed to develop webtoons by using materials that can appear in everyday life. Fourth, webtoon service providers should continue their research in order to develop high quality products and express the unique characteristics of their advertisements by increasing investment in the development of products and advertising.

The Relationship between Apartment Price Index and Naver Trend Index (아파트가격지수와 네이버 트렌드지수 간의 연관성)

  • Yoo, Han-Soo
    • Land and Housing Review
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    • v.13 no.4
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    • pp.45-53
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    • 2022
  • This paper investigates empirically the lead-lag relation between the 'apartment price index' and 'Internet search volume'. This study uses Naver Trend Index as a proxy for Internet search volume. An increase in Internet search volume on the apartment price index indicates an increase in people's attention to an apartment. Different from previous studies exploring the relation between 'the released price index of the apartment' and 'Naver Trend Index', this study investigates the relation of the Naver Trend Index with 'the fundamental price component of an apartment' and 'the transitory price component of an apartment', respectively. The results of the Granger causality test reveal that there are bidirectional Granger causalities between the 'released price' and Naver Trend Index. In addition, the 'fundamental price component of an apartment' and Naver Trend Index have a feedback relation, while 'the transitory price component of an apartment' Granger causes the Naver Trend Index uni-directionally. The impulse response function analysis indicates that the shock of apartment prices increases Naver Trend Index in the first month. Overall, The close relationship between apartment prices and Naver Trend Index suggests that increases in the movement of apartment prices are positively associated with public attention on the apartment market.

The impact of market fear, uncertainty, stock market, and maritime freight index on the risk-return relationship in the crude oil market (시장 공포, 불확실성, 주식시장, 해상운임지수가 원유시장의 위험-수익 관계에 미치는 영향)

  • Choi, Ki-Hong
    • Journal of Korea Port Economic Association
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    • v.38 no.4
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    • pp.107-118
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    • 2022
  • In this study, daily data from January 2002 to June 2022 were used to investigate the relationship between risk-return relationship and market fear, uncertainty, stock market, and maritime freight index for the crude oil market. For this study, the time varying EGARCH-M model was applied to the risk-return relationship, and the wavelet consistency model was used to analyze the relationship between market fear, uncertainty, stock market, and maritime freight index. The analysis results of this study are as follows. First, according to the results of the time-varying risk-return relationship, the crude oil market was found to be related to high returns and high risks. Second, the results of correlation and Granger causality test, it was found that there was a weak correlation between the risk-return relationship and VIX, EPU, S&P500, and BDI. In addition, it was found that there was no two-way causal relationship in the risk-return relationship with EPU and S&P500, but VIX and BDI were found to affect the risk-return relationship. Third, looking at the results of wavelet coherence, it was found that the degree of the risk-return relationship and the relationship between VIX, EPU, S&P500, and BDI was time-varying. In particular, it was found that the relationship between each other was high before and after the crisis period (financial crisis, COVID-19). And it was found to be highly associated with organs. In addition, the risk-return relationship was found to have a positive relationship with VIX and EPU, and a negative relationship with S&P500 and BDI. Therefore, market participants should be well aware of economic environmental changes when making decisions.

Does the Real Estate Market affect the Unemployment Rate in Korea? (한국에서 부동산시장은 실업률에 영향을 미치는가?)

  • Myunghoon Han;Heonyong Jung
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.5
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    • pp.119-124
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    • 2023
  • This study analyzed the impact of the real estate changes on the unemployment rate in Korea. Using monthly data from January 2013 to February 2023, the study employed a multiple regression analysis model. The key findings are as follows: First, there was a significant causal relationship between the real estate changes and the unemployment rate. Specifically, an increase in the real estate market led to a significant decrease in the unemployment rate, while a decrease in the real estate market resulted in a significant increase in the unemployment rate. Second, an increase in the loan interest rate was found to significantly reduce the unemployment rate, while a rise in interest rates had positive effects on the employment. Furthermore, an increase in inflation was associated with a significant rise in the unemployment rate. Moreover, an increase in the number of permits issued for housing construction significantly reduced the unemployment rate. Lastly, conducting robustness tests by substituting variables did not significantly alter the analysis results, indicating the robustness of the impact of the real estate changes on the unemployment rate. Based on the above analysis, it can be inferred that the fluctuations in real estate prices in South Korea are linked to fluctuations in the unemployment rate, and stable management of the real estate market may contribute to the stability of the unemployment rate.

Analysis of Shipping Markets Using VAR and VECM Models (VAR과 VECM 모형을 이용한 해운시장 분석)

  • Byoung-Wook Ko
    • Korea Trade Review
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    • v.48 no.3
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    • pp.69-88
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    • 2023
  • This study analyzes the dynamic characteristics of cargo volume (demand), ship fleet (supply), and freight rate (price) of container, dry bulk, and tanker shipping markets by using the VAR and VECM models. This analysis is expected to enhance the statistical understanding of market dynamics, which is perceived by the actual experiences of market participants. The common statistical patterns, which are all shown in the three shipping markets, are as follows: 1) The Granger-causality test reveals that the past increase of fleet variable induces the present decrease of freight rate variable. 2) The impulse-response analysis shows that cargo shock increases the freight rate but fleet shock decreases the freight rate. 3) Among the three cargo, fleet, and freight rate shocks, the freight rate shock is overwhelmingly largest. 4) The comparison of adjR2 reveals that the fleet variable is most explained by the endogenous variables, i.e., cargo, fleet, and freight rate in each of shipping markets. 5) The estimation of co-integrating vectors shows that the increase of cargo increases the freight rate but the increase of fleet decreases the freight rate. 6) The estimation of adjustment speed demonstrates that the past-period positive deviation from the long-run equilibrium freight rate induces the decrease of present freight rate.