• 제목/요약/키워드: Dynamic ARDL

검색결과 12건 처리시간 0.018초

Evaluating the asymmetric effects of nuclear energy on carbon emissions in Pakistan

  • Majeed, Muhammad Tariq;Ozturk, Ilhan;Samreen, Isma;Luni, Tania
    • Nuclear Engineering and Technology
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    • 제54권5호
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    • pp.1664-1673
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    • 2022
  • Achieving sustainable development requires an increasing share of green technologies. World energy demand is expected to rise significantly especially in developing economies. The increasing energy demands will be entertained with conventional energy sources at the cost of higher emissions unless eco-friendly technologies are used. This study examines the asymmetric effects of nuclear energy on carbon emissions for Pakistan from 1974 to 2019. Augmented Dickey-Fuller (ADF) and Phillips Perron (PP) unit root tests suggest that variables are integrated of order one and bound test of Autoregressive Distributed Lag (ARDL) and nonlinear ARDL confirm a long-run relationship among selected variables. The ARDL, Fully Modified Ordinary Least Squares (FMOLS), and Dynamic Ordinary Least Squares (DOLS) results show that the coefficient of nuclear energy has a negative and significant impact on emissions in both short and long run. Further, the NARDL finding shows that there exists an asymmetric long-run association between nuclear energy and CO2 emissions. The vector error correction method (VECM) results indicate that there exists a bidirectional causal relationship between nuclear energy and carbon emissions in both the short and long run. Additionally, the impact of nuclear energy on ecological footprint has been examined and our findings remain robust.

The Dynamic Relationship of Domestic Credit and Stock Market Liquidity on the Economic Growth of the Philippines

  • CAMBA, Abraham C. Jr.;CAMBA, Aileen L.
    • The Journal of Asian Finance, Economics and Business
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    • 제7권1호
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    • pp.37-46
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    • 2020
  • The paper examines the dynamic relationship of domestic credit and stock market liquidity on the economic growth of the Philippines from 1995 to 2018 applying the autoregressive distributed lag (ARDL) bounds testing approach to cointegration, together with Granger causality test based on vector error correction model (VECM). The ARDL model indicated a long-run relationship of domestic credit and stock market liquidity on GDP growth. When the GDP per capita is the dependent variable there is weak cointegration. Also, the Johansen cointegration test confirmed the existence of long-run relationship of domestic credit and stock market liquidity both on GDP growth and GDP per capita. The VECM concludes a long-run causality running from domestic credit and stock market liquidity to GDP growth. At levels, domestic credit has significant short-run causal relationship with GDP growth. As for stock market liquidity at first lag, has significant short-run causal relationship with GDP growth. With regards to VECM for GDP per capita, domestic credit and stock market liquidity indicates no significant dynamic adjustment to a new equilibrium if a disturbance occurs in the whole system. At levels, the results indicated the presence of short-run causality from stock market liquidity and GDP per capita. The CUSUMSQ plot complements the findings of the CUSUM plot that the estimated models for GDP growth and GDP per capita were stable.

Estimating the Nature of Relationship of Entrepreneurship and Business Confidence on Youth Unemployment in the Philippines

  • CAMBA, Aileen L.
    • The Journal of Asian Finance, Economics and Business
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    • 제7권8호
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    • pp.533-542
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    • 2020
  • This study estimates the nature of the relationship of entrepreneurship and business confidence on youth unemployment in the Philippines over the 2001-2017 period. The paper employed a range of cointegrating regression models, namely, autoregressive distributed lag (ARDL) bounds testing approach, Johansen-Juselius (JJ) and Engle-Granger (EG) cointegration models, dynamic OLS, fully modified OLS, and canonical cointegrating regression (CCR) estimation techniques. The Granger causality based on error correction model (ECM) was also performed to determine the causal link of entrepreneurship and business confidence on youth unemployment. The ARDL bounds testing approach, Johansen-Juselius (JJ) and Engle-Granger (EG) cointegration models confirmed the existence of long-run equilibrium relationship of entrepreneurship and business confidence on youth unemployment. The long-run coefficients from JJ and dynamic OLS show significant long-run and positive relationship of entrepreneurship and business confidence on youth unemployment. While results of the long-run coefficients from fully modified OLS and canonical cointegrating regression (CCR) found that only entrepreneurship has significant and positive relationship with youth unemployment in the long-run. The Granger causality based on error correction model (ECM) estimates show evidence of long-run causal relationship of entrepreneurship and business confidence on youth unemployment. In the short-run, increases in entrepreneurship and business confidence causes youth unemployment to decrease.

External Debt and Economic Growth: A Dynamic Panel Study of Granger Causality in Developing Countries

  • ZHANG, Biqiong;DAWOOD, Muhammad;AL-ASFOUR, Ahmed
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.607-617
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    • 2020
  • This study investigates the causal relationship between public and private external debt and economic growth in developing countries. Our model includes 18 selected Asian developing and transition economies from 1995 thru 2019. We employ the dynamic heterogeneous panel data methods, pooled mean group (PMG), robust cross-sectional augmented autoregressive distributed lag (CS-ARDL), and pairwise panel causality test. The results of PMG and CS-ARDL show the existence of causality between external debt and economic growth both in the short-run and long-run. The pairwise Granger causality test found the bidirectional causal relationship runs from total external debt, public external debt, and private external debt to economic growth and economic growth to external debt. The results showed first the existence of causality in the short-run and long-run between external debt and economic growth and the second, bi-directional causality that runs from external debt to economic growth and economic growth to external debt. Both the dynamic models and robust estimator found the same inferences about the impact of main variables on economic growth in Asian developing and transition economies. The findings of this study suggest to assure debt management, investment in productive sectors, increase domestic savings, decrease external dependency, and focus on international trade.

The Effect of Foreign Direct Investment on Total Factor Productivity in Selected ASEAN+3 Countries: New Evidence Using A Panel ARDL Study

  • ABIDIN, Noorazeela Zainol;KARIM, Zulkefly Abdul;SHAARI, Mohd Shahidan;LAILA, Nisful
    • The Journal of Asian Finance, Economics and Business
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    • 제8권10호
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    • pp.109-117
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    • 2021
  • This study investigates the effects of FDI and other macroeconomic variables on Total Factor Productivity (TFP) in selected ASEAN+3 countries from 1981 till 2016. Total Factor Productivity (TFP) for each ASEAN+3 country was constructed using the Malmquist productivity index method. Then, a panel ARDL framework (dynamic heterogeneous panel), namely Pooled Mean Group (PMG), Mean Group (MG), and Dynamic Fixed Effect (DFE) are employed in examining the effects of FDI and other controlling variables on TFP. The new findings show that FDI has a significant and positive impact on TFP in the long run and the short run in ASEAN+3 countries. Besides, the results also reveal that in the long run, other variables such as the average number of years of schooling and the ratio of high-skilled to low-skilled labor also have a significant and positive effect on TFP. However, economic openness, government expenditure on R&D, and interaction between countries and FDI have a negative and significant impact on TFP. These findings implied that the recipient countries must ensure their political stability and offer various incentives to attract more investors. Furthermore, the influx of foreign investors, especially large ones and lower costs, should be encouraged by each country as FDI inflows can boost their TFP growth.

소득 및 에너지소비와 환경오염의 관계에 대한 분석 (The Dynamic Analysis between Environmental Quality, Energy Consumption, and Income)

  • 정수관;강상목
    • 환경정책연구
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    • 제12권3호
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    • pp.97-122
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    • 2013
  • 우리나라의 1971년~2009년 시계열자료를 이용하여 소득 및 에너지소비와 $CO_2$ 배출량 간 동태적 관계를 분석한다. 자기시차분포(ARDL: Autoregressive Distributed Lag) 방법을 이용하여 소득 및 에너지소비와 $CO_2$ 배출량의 장 단기적 관계를 분석하고, Toda and Yamamoto 방법을 사용하여 주요 변수들 간 인과성을 분석한다. 추정 결과 에너지소비 및 소득과 $CO_2$ 배출량 간 장기균형관계가 존재하고 일시적 외생충격에 의해 불균형이 발생하더라도 빠르게 균형으로 회복되는 것으로 나타났다. 소득과 $CO_2$ 배출량은 장 단기적으로 N자형의 관계로 EKC 가설은 성립하지 않았다. $CO_2$ 배출량에 대한 에너지소비 장 단기탄력성은 양(+)이고, 에너지소비 장기탄력성이 단기탄력성보다 크게 나타났다. 인과성 측면에서 에너지소비량과 $CO_2$ 배출량은 쌍방향의 인과성이 존재하고, $CO_2$ 배출량 및 에너지소비는 소득에 일 방향의 인과성이 존재하는 반면에 그 역은 성립하지 않았다. 에너지소비가 직 간접적으로 소득보다 $CO_2$ 배출의 예측에 중요한 변수일 가능성을 제시한다.

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중국의 도시화와 에너지 소비 관계에 대한 연구 (Research on Relationship between Urbanization and Energy Consumption)

  • 원두환;정수관
    • 국제지역연구
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    • 제22권1호
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    • pp.91-112
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    • 2018
  • 본 연구는 중국을 대상으로 도시화와 에너지소비의 동태적 관계를 살펴보았다. 시계열의 동일 적분 차수와 많은 자료가 있어야 하는 전통적인 방법의 대안으로 적분 차수에 상관없고, 소표본에 강건한 ARDL(한계검정법)과 Toda-Yamamoto 인과성 분석이 적용되었다. 분석 결과 도시화 소득, 에너지 소비는 장기적인 균형관계를 가지는 것으로 나타났다. 도시화와 소득은 장기적으로 에너지 소비에 양(+)의 영향을 미치지만, 도시화와 소득의 단기 변동은 에너지 소비 변동에 유의한 영향을 미치지 않는 것으로 나타났다. 조정계수는 통계적으로 유의한 -0.2395로 직전 연도의 장기균형관계에 발생한 충격은 당기에 23.95% 회복되었다. 인과성 검정에서는 소득과 에너지 소비는 상호 예측하는 데 유용하지만, 도시화는 다른 변수와 인과성이 없어 약 외생적인 것으로 나타났다. 중국의 도시화 과정은 정부에 의해 계획적으로 장기간에 걸쳐 이루어진 현상으로 도시화의 장기영향은 단기영향보다 명확하게 나타나고, 외생적인 특성을 내포한다고 볼 수 있을 것이다.

The Effect of Economic Openness on Multifactor Productivity: Empirical Evidence from Selected Asian Countries

  • ABIDIN, Noorazeela Zainol;BASRI, Nurliyana Mohd;RASHID, Intan Maizura Abd;SULAIMAN, Nor Fatimah Che
    • The Journal of Asian Finance, Economics and Business
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    • 제8권12호
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    • pp.75-83
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    • 2021
  • Variation in demand, natural resource availability, and technological advancement within a country are the main reasons for necessitating export and import activities between nations. Accordingly, this paper aims to analyze the effect of economic openness on Multifactor Productivity (MFP) in selected Asian countries (Vietnam, Thailand, The Philippines, Indonesia, Cambodia, China, Japan, Malaysia, South Korea, and Singapore) based on data for the period 1990-2018. The analysis conducted in the study employed the panel ARDL approach based on the estimation by Pooled Mean Group (PMG), Mean Group (MG), and Dynamic Fixed Effect (DFE). The Hausman test conducted indicates that the PMG estimation is better than that of MG and DFE since it has a higher variability value than the significance value. The results revealed that economic openness is able to elicit significant and positive effects on short-term and long-term MFP growth. In addition, the study established that other variable, such as the number of schooling years, are also able to produce a positive and significant effect on MFP growth in the long term. Since economic openness can impact MFP growth, every country should thus increase its export activities through more capital and worker inputs that will stimulate greater production.

Impact of Exchange Rate Volatility on Trade Balance in Malaysia

  • AZAM, Abdul Hafizh Mohd;ZAINUDDIN, Muhamad Rias K.V.;ABEDIN, Nur Fadhlina Zainal;RUSLI, Nurhanani Aflizan Mohamad
    • The Journal of Asian Finance, Economics and Business
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    • 제9권10호
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    • pp.49-59
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    • 2022
  • This paper examined the impact of real exchange rate volatility on trade balance in Malaysia by using quarterly data from year 2000 until 2019. Generalized Autoregressive Heteroscedasticity (GARCH) model was used to extract the volatility component of real exchange rate before examining its impact on trade balance. Furthermore, Autoregressive Distributed Lag (ARDL) model was used to investigate the long-run relationship and short-run dynamic between trade balance, money supply, national income and volatility of exchange rate. Empirical results show the existence of co-movement between variables under study in the long-run. However, the results also suggest that volatility of real exchange rate does not significantly affect trade balance neither in the long-run nor short-run. The risk which is associated in the movement of exchange rate do not influence trader's behaviour toward Malaysia exports and imports. Thus, it should be note that any depreciation or appreciation in Malaysian Ringgit do not have an impact towards trade balance either it is being further improved or deteriorates. Hence, exchange rate volatility may not be too concern for policymakers. This may be partially due to manage floating exchange rate regime that has been adopted by Malaysia eventually eliminated the element of risk in the currency market.

An empirical investigation of nuclear energy consumption and carbon dioxide (CO2) emission in India: Bridging IPAT and EKC hypotheses

  • Danish, Danish;Ozcan, Burcu;Ulucak, Recep
    • Nuclear Engineering and Technology
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    • 제53권6호
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    • pp.2056-2065
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    • 2021
  • The transition toward clean energy is an issue of great importance with growing debate in climate change mitigation. The complex nature of nuclear energy-CO2 emissions nexus makes it difficult to predict whether or not nuclear acts as a clean energy source. Hence, we examined the relationship between nuclear energy consumption and CO2 emissions in the context of the IPAT and Environmental Kuznets Curve (EKC) framework. Dynamic Auto-regressive Distributive Lag (DARDL), a newly modified econometric tool, is employed for estimation of long- and short-run dynamics by using yearly data spanning from 1971 to 2018. The empirical findings of the study revealed an instantaneous increase in nuclear energy reduces environmental pollution, which highlights that more nuclear energy power in the Indian energy system would be beneficial for climate change mitigation. The results further demonstrate that the overarching effect of population density in the IPAT equation stimulates carbon emissions. Finally, nuclear energy and population density contribute to form the EKC curve. To achieving a cleaner environment, results point out governmental policies toward the transition of nuclear energy that favours environmental sustainability.