• Korean System Dynamics Review
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• v.10 no.1
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• pp.5-32
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• 2009

This paper revisited the key advances on System Dynamics modeling about traditional macro-economic models and economic growth structures, and then tries to elaborate a new model based on the endogenous growth theory that incorporates new growth factors, relevant to knowledge/technology as well as the Environment, into traditional growth models. Accordingly, the new model augments the acceleration and multiplier loops and the balancing ones representing market clearing mechanism with a simple numerical example. The authors thus provides macroeconomic System Dynamics analysts with a milestone to model macro-economic structures reflecting on traditional and cutting-edge theories on sustainable economic growth and general equilibrium modeling.

• Asia Marketing Journal
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• v.4 no.2
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• pp.26-54
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• 2002

본고에서는 신(新)성장이론과 자원우위 내지 동태적 역량에 관한 연구결과를 토대로 전환기의 경제자유화 과정이 경쟁의 기반을 어떻게 재규정하고 전략 또는 조직의 변화를 어떠한 방식으로 유발시키는가를 설명하고자 한다. 그러한 변화는 기존의 조직유형과 경제자유화 이후에 탄생된 새로운 기업들로 기술되었다. 본고에서는 동태적 경쟁과 마케팅 혁신의 추동력에 관한 몇 가지 명제를 도출하였다. 그러한 명제들은 개발도상국은 물론 우리 나라와 같은 신흥공업국에 이르기까지 지역과 소득수준을 초월하여 광범위한 범위에 걸쳐 적용될 수 있는 시장지향적 제도개혁과 마케팅 행동상의 변화간의 동태적 상호작용으로 야기되는 주요 정칙성에 초점을 두었다. 제시된 명제들은 제도개혁이 전환기의 경제적 환경에 어떻게 영향을 미치는가에 관한 신(新)성장이론의 관점과 제도개혁에 대한 기업차원의 대응과 이에 따론 제도적 변화간의 관계를 설명하려는 자원우위 내지 동태적 역량에 관한 이론과 실증적 연구결과에 근거한 것이다.

• Korean Journal of Construction Engineering and Management
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• v.7 no.2 s.30
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• pp.162-170
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• 2006

Neural network analysis is expected to enhance the forecasting ability for the real estate market. This paper reviews definition, structure, strengths and weaknesses of neural network analysis, and verifies the applicability of neural network analysis for the real estate market. Neural network analysis is compared with regression analysis using the same sample data. The analyses model the macroeconomic parameters that influence the sales price of apartments. The results show that neural network analysis provides better forecasting accuracy than regression analysis does, what confirms the applicability of neural network analysis for the real estate market.

• Proceedings of the Safety Management and Science Conference
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• 2007.04a
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• pp.471-476
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• 2007

본 논문의 목적은 과거의 산업 포트폴리오 수익률이 확률추세로부터 어떻게 전체 주식시장과 두 가지 거시경제 변수인 경기동행지수와 산업생산 등을 예측할 수 있는 지를 알아보는 데에 있다. 이를 위하여 본 연구에서는 연구모형을 설정한 후 세 가지 검정절차를 제시하고 이를 실증적으로 분석하였다. 당월의 전체 주식시장 수익률은 과거의 시차를 지닌 특정 산업부문 포트폴리오 수익률에 대하여 양(+)의 상관관계를 유지하고 있다는 '예측 1'과 전체 주식시장의 수익률은 특정 산업부문의 수익률에 대하여 선행성을 지닐 수 없다는 '예측 2'에 대한 검정 결과는 '예측 1'과 '예측 2'가 지지되고 있음을 파악할 수 있었다. 그리고 산업별 포트폴리오 수익률과 거시경제변수 간의 높은 상관관계를 토대로 하여 전체주식시장 수익률 예측을 가능하게 하는 업종 정보의 점진적 확산 현상이 발생하게 되는가를 검토하기 위하여 각 산업들의 포트폴리오 수익률과 전체 주식시장 수익률이 VAR모형을 토대로 볼 경우 Granger 인과관계를 갖고 있는 지를 분석하였다. 분석결과 21개 업종은 각 산업별 포트폴리오 수익률이 전체 주식시장 수익률을 5% 수준에서 통계적으로 유의한 영향을 주고 있음을 알 수 있었다. 이들 21개의 산업별 포트폴리오 수익률은 경제적으로도 중요한 의미를 지니고 있어 산업제품의 가격 상승과 하락이 경제에 미치는 영향을 파악할 수 있다. 특히 음료 업종에서 전체 주식시장 수익률과 상호간의 인과성을 나타내었으며, 인터넷과 화장품 업종에서는 전체 주식시장 수익률이 이들 업종에 대하여 일방적인 영향을 보이고 있음을 알 수 있었다.>$mgN\;{\cdot}\;L^{-1}$ 및 0.000-0.804 $mgN\;{\cdot}\;L^{-1}$이였다. 규소농도는 0.0-6.2 $mgSi\;{\cdot}\;L^{-1}$의 범위로 3-5월에 매우 낮았으며, 계절적인 변화가 뚜렷히 나타났다. 저질의 입자는 0-125인 silt및 coarse silt로 이루어져 있으며, COD는 51.4-116.9 $mgO_2\;{\cdot}\;gdw^{-1}$로 평균 93.0 $mgO_2\;{\cdot}\;gdw^{-1}$ 이였다. 저질내의 TP및 TN의 농도는 각각 0.04-1.46 $mgP\;{\cdot}\;gdw^{-1}$ 및 0.12-1.03 $mgN\;{\cdot}\;gdw^{-1}$이었다. 표층의 엽록소 a의 정점별 평균값은 정점 1, 2 및 3에서 각각 15.6, 15.2 및 16.0 $mg\;{\cdot}\;m^{-3}$으로 유사하였다. 식물플랑크톤은 총 49종이 출현하였으며, 생물량은 50-23, 350 cells ${\cdot}\;mL^{-1}$로 2001년 9월에 가장 많았다. 이 시기의 우점종은 녹조류인 Schroederia judayi이였으며, 생물량은 20,417 cells ${\cdot}\;mL^{-1}$이였다. 송지호의 수질을 개선하기 위해서는 인위적으로 화학성층을 파괴시켜 심충에 용존산소를 공급시켜야 할 것으로 판단되며, 모래톱으로 인해 막혀져 있는 해수

• International Area Studies Review
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• v.12 no.3
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• pp.419-448
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• 2008

The objective of this study is to conduct a quantitative assessment of potential impacts on the Korean economy of Agreement on Trade in Services Under the Framework Agreement on Comprehensive Economic Cooperation Among the Governments of the Republic of Korea and the Member Countries of the Association of Southeast Asian Nations which was signed on 21 November 2007 using a Computable General Equilibrium (CGE) model. Tariff equivalents of services were calculated on the basis of concessions made in the Agreement between Korea and ASEAN member countries. The empirical analysis shows that Korea is to get an additional gain in real GDP of 0.04 percent and in welfare of US$106 million, with an increase in per capita utility of 0.03 percent. Total exports and imports of Korea are to rise by US$179 million and $191 million, respectively, causing a trade deficit of $12 million. Korea's exports to ASEAN member countries will increase by $108 million and Korea's imports from them will rise by $278 million, giving rise to a trade deficit of $170 million.

• Economic Analysis
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• v.25 no.2
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• pp.1-53
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• 2019

This paper examines monetary policy quantitatively in a two-agent and small-scale New-Keynesian economy with debt-constrained households that cannot smooth their consumption intertemporally and frictionlessly since highly indebted households are not allowed to borrow above a certain debt ceiling in incomplete financial markets without additional risk premiums due to information asymmetry between savers and borrowers. We find that, in the event of cost shocks, the asymmetric responses of borrowing households without, and saving households with, dividend incomes lead to different labor supplies and consumptions over heterogeneous households, and eventually to an extension of the monetary policy transmission channels. The income effect and low elasticity of the labor supply play key roles in such asymmetric responses over heterogeneous households. We also find that the social welfare in a flexible inflation targeting (FIT) monetary policy, in which both the inflation gap and the output gap are considered in an integrated manner when policy-making, is similar to that of the Ramsey optimal monetary policy (ROP), in which the shares of debt-constrained households, as well as all economic states, including both the inflation gap and output gap, are considered comprehensively for policy-making, and that it is greater than that of simple inflation targeting (SIT) monetary policy, in which only the inflation gap is considered mechanically for policy-making. Such social welfare implies that a FIT policy may still work even in an economy with a sizable number of debt-constrained households. Further, the responses of cost shocks to consumption and labor supply are dying out more slowly under FIT and ROP policies than under an SIT policy.

• KDI Journal of Economic Policy
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• v.46 no.1
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• pp.91-129
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• 2024

The Bank of Korea, through a legal amendment in 2011 following the financial crisis, was entrusted with the additional responsibility of financial stability beyond its existing mandate of price stability. Since then, concerns have been raised about the prolonged increase in household debt compared to income conditions, which could constrain consumption and growth and increase the possibility of a crisis in the event of negative economic shocks. The current accumulation of financial imbalances suggests a critical period for the government and central bank to be more vigilant, ensuring it does not impede the stable flow of our financial and economic systems. This study examines the applicability of the Integrated Inflation Targeting (IIT) framework proposed by the Bank for International Settlements (BIS) for macro-financial stability in promoting long-term economic stability. Using VAR models, the study reveals a clear increase in risk appetite following interest rate cuts after the financial crisis, leading to a rise in household debt. Additionally, analyzing the central bank's conduct of monetary policy from 2000 to 2021 through DSGE models indicates that the Bank of Korea has operated with a form of IIT, considering both inflation and growth in its policy decisions, with some responsiveness to the increase in household debt. However, the estimation of a high interest rate smoothing coefficient suggests a cautious approach to interest rate adjustments. Furthermore, estimating the optimal interest rate rule to minimize the central bank's loss function reveals that a policy considering inflation, growth, and being mindful of household credit conditions is superior. It suggests that the policy of actively adjusting the benchmark interest rate in response to changes in economic conditions and being attentive to household credit situations when household debt is increasing rapidly compared to income conditions has been analyzed as a desirable policy approach. Based on these findings, we conclude that the integrated inflation targeting framework proposed by the BIS could be considered as an alternative policy system that supports the stable growth of the economy in the medium to long term.

• KDI Journal of Economic Policy
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• v.14 no.4
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• pp.3-26
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• 1992

The pupose of this paper is to construct a price determination model of the Korean economy and to find out the propogation mechanism of monetary and fiscal policies. The model is a small-size macroeconometric model consisted of ten core equations : consumption, investment, exports, imports, consumer price index, wage rate, corporate bond rate, potential GNP, capital stock, and GNP identity. The model is a Keynesian model : consumer price index is determined by markup over costs, and wage rate is expressed by Phillipse curve ralation. Two features of the model, however, distinguish this model from other macroeconometric models of the Korean economy. First of all, the estimation of potential GNP and the capital stock is endogenized as suggested by Haque, Lahiri, and Montiel (1990). This allows us to calculate the level of excess demand, which is defined as the difference between the actual GNP and the potential GNP. Second, interest rate, inflation and wages are all estimated as endogenous variables. Moreover, all quantity variables include price variables as important determinants. For instance, interest rate is an important determinant of consumption and investment. Exports and imports are determined by the real effective exchange rate. These two features make the interactions between excess demand and prices the driving forces of this model. In the model, any shock which affects quantity variable(s) affects excess demand, which in turn affects prices. This strong interaction between prices and quantities makes the model look like a classical model over the long run. That is, increases in money supply, government expenditures, and exchange rate (the price of the U.S. dollar in terms of Korean won) all have expansionery effects on the real GNP in the short run, but prices, wage, and interest rate all increase as a result. Over the long run, higher prices have dampenning effects on output. Therefore the level of real GNP turns out to be not much different from the baseline level ; on the other hand, the rates of inflation, wage and interest rate remain at higher levels.

• The Korean Journal of Applied Statistics
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• v.37 no.1
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• pp.13-38
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• 2024

As economic uncertainties have increased recently due to COVID-19, there is a growing need to quickly grasp private consumption trends that directly reflect the economic situation of private economic entities. This study proposes a method of estimating private consumption in real-time by comprehensively utilizing big data as well as existing macroeconomic indicators. In particular, it is intended to improve the accuracy of private consumption estimation by comparing and analyzing various machine learning methods that are capable of fitting ultra-high-dimensional big data. As a result of the empirical analysis, it has been demonstrated that when the number of covariates including big data is large, variables can be selected in advance and used for model fit to improve private consumption prediction performance. In addition, as the inclusion of big data greatly improves the predictive performance of private consumption after COVID-19, the benefit of big data that reflects new information in a timely manner has been shown to increase when economic uncertainty is high.

• Environmental and Resource Economics Review
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• v.8 no.1
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• pp.95-129
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• 1998

한국은 1990년대에 들어서면서 자본이동을 자유화함에 따라 환율의 급격한 변동을 경험하고 있으며 이로 인하여 원유수입가격(原油輸入價格)의 변동을 경험하고 있다. 본 연구는 이러한 원유수입가격의 변동이 수출입에 주는 효과를 분석하기 위하여 1990년부터 1996년까지의 수요 중심의 월별 거시모형을 구축하여 국제원유가격변동으로 인한 원유수입가격 변동효과와 환율 변동으로 인한 원유수입가격 변동효과를 분석하였다. 분석 결과에 의하면 수출의 경우 국제원유가격 상승시는 단기에 -0.06% 감소하다가 그 효과가 없어지는 데 비해, 환율 상승시는 단기에 -1.84% 감소하다가 장기에 0.36%까지 증가하는 J-curve 현상을 보이고 있다. 원유수입(原油輸入)의 경우 국제원유가격 상승시는 원유(原油)가 비경쟁적 수입이므로 단기에 3.91% 증가하여 장기까지 그 수준을 유지하며, 환율 상승시는 수출과 산업생산의 영향으로 단기에 -7.5%까지 감소하다가 점차 증가하여 장기에는 0.39%까지 증가하는 추세를 보이고 있다. 원유외수입(原油外輸入)의 경우도 국제원유가격 상승시에는 장기에 -0.35% 감소하나 환율 상승시에는 수출과 산업생산의 영향으로 단기에 -4.60%까지 감소하고 장기에는 -0.15% 감소하고 있다. 결국 원유를 포함한 수출입은 국제원유가격 상승시보다 환율 변동시 더 큰 변동을 보이고 있음을 알 수 있다.