• 제목/요약/키워드: Dynamic Panel Data Analysis

검색결과 91건 처리시간 0.026초

The Dynamic Effects of Globalization on the Firm Performance: A Study on Korea Maritime and Fishery Companies

  • Donghyun Lee;Heedae Park;Joongsan Ko
    • Journal of Korea Trade
    • /
    • 제26권7호
    • /
    • pp.127-144
    • /
    • 2022
  • Purpose - This study aimed to analyze the dynamic effects of progress in globalization on firm performance by employing individual companies' financial statement datasets. Design/methodology - The analysis leveraged the variables of operating revenue (OPRE) and pre-tax profit and loss (PLBT) as measurement variables for firm performance over 2011-2019. As a proxy variable for globalization, the trade index, a subordinate indicator of the KOF Globalization Index, was used. Through panel regression analysis, the relationship among those variables was ascertained, and the local projection (LP) method was subsequently utilized to identify dynamic effects. A subsample analysis was further performed by classifying companies based on their sizes and industries to determine the differential effects of globalization on each group. Findings - The panel regression analysis derived positive effects of an increasing degree of globalization on OPRE of Korea maritime and fishery firms. However, the impulse response functions, obtained from the LP, showed that in the short run, globalization affects PLBT negatively but in the long run, it gradually converted into a positive effect. In addition, according to the subsample analysis based on company size, the effects of globalization on OPRE became greater as each company became larger. Moreover, the industry-based analysis showed heterogeneous effects, depending on the industries in which the maritime and fishery companies operated. Originality/value - The analysis of the dynamic effects of globalization on firm performance, which revealed that the effects vary depending on the time points, is the important contribution of this study. The results also suggest that the effects of globalization vary depending on the company size and industry.

철도정거장 주변 PC 콘크리트 급속 시공 적용을 위한 PC 콘크리트 구조물 연결 방법 및 손상 정도에 따른 PC 구조물 정적/동적 응답에 대한 실험적 연구 (A Test Study on the Static/Dynamic Response of PC Structures According to the Connection Method and Damage Degree of PC Concrete Structures for Rapid Application of PC Concrete Construction Around Railway Stations)

  • 박창진;정한중;박용걸
    • 한국구조물진단유지관리공학회 논문집
    • /
    • 제24권5호
    • /
    • pp.53-60
    • /
    • 2020
  • 본 연구에서는 현장 타설 콘크리트 공법과 같이 연속성을 가질 수 있는 스마트 프리캐스트 일체화 기술을 철도 정거장 토목/건축 구조물 적용성에 구조물의 실제 현장에서 이루어지는 방법과 동일하게 설치 후 철도 기준에 준하는 설계 후 정적/동적 거동 해석을 통해서 최적단면을 도출하며, 기존 동적 센서와 3축 가속도측정 센서를 부착하여 프리캐스트 구조물의 손상 정도에 따른 mode 해석을 비교하여, 프리캐스트 구조물의 안정성에 대한 데이터와 철도 연변에서의 불확실성에 대한 개선과 향후 프리캐스트 구조물의 교체 시기, 손상 위치 등에 대한 기초자료로 활용하기 위함이다.

동적 소셜네트워크 구조 변수를 적용한 가상 재화 구매 모형 연구 (Study of Virtual Goods Purchase Model Applying Dynamic Social Network Structure Variables)

  • 이희태;배정호
    • 유통과학연구
    • /
    • 제17권3호
    • /
    • pp.85-95
    • /
    • 2019
  • Purpose - The existing marketing studies using Social Network Analysis have assumed that network structure variables are time-invariant. However, a node's network position can fluctuate considerably over time and the node's network structure can be changed dynamically. Hence, if such a dynamic structural network characteristics are not specified for virtual goods purchase model, estimated parameters can be biased. In this paper, by comparing a time-invariant network structure specification model(base model) and time-varying network specification model(proposed model), the authors intend to prove whether the proposed model is superior to the base model. In addition, the authors also intend to investigate whether coefficients of network structure variables are random over time. Research design, data, and methodology - The data of this study are obtained from a Korean social network provider. The authors construct a monthly panel data by calculating the raw data. To fit the panel data, the authors derive random effects panel tobit model and multi-level mixed effects model. Results - First, the proposed model is better than that of the base model in terms of performance. Second, except for constraint, multi-level mixed effects models with random coefficient of every network structure variable(in-degree, out-degree, in-closeness centrality, out-closeness centrality, clustering coefficient) perform better than not random coefficient specification model. Conclusion - The size and importance of virtual goods market has been dramatically increasing. Notwithstanding such a strategic importance of virtual goods, there is little research on social influential factors which impact the intention of virtual good purchase. Even studies which investigated social influence factors have assumed that social network structure variables are time-invariant. However, the authors show that network structure variables are time-variant and coefficients of network structure variables are random over time. Thus, virtual goods purchase model with dynamic network structure variables performs better than that with static network structure model. Hence, if marketing practitioners intend to use social influences to sell virtual goods in social media, they had better consider time-varying social influences of network members. In addition, this study can be also differentiated from other related researches using survey data in that this study deals with actual field data.

주파수영역 3차원 패널법을 이용한 항공기의 비정상 공력해석 (Unsteady Aerodynimic Analysis of an Aircraft Using a Frequency Domain 3-D Panel Method)

  • 김창희;조진수;염찬홍
    • 대한기계학회논문집
    • /
    • 제18권7호
    • /
    • pp.1808-1817
    • /
    • 1994
  • Unsteady aerodynamic analysis of an aircraft is done using a frequency domian 3-D panel method. The method is based on an unsteady linear compressible lifting surface theory. The lifting surface is placed in a flight patch, and angle of attack and camber effects are implemented in upwash. Fuselage effects are not considered. The unsteady solutions of the code are validated by comparing with the solutions of a hybrid doublet lattice-doublet point method and a doublet point method for various wing configurations at subsonic and supersonic flow conditions. The calculated results of dynamic stability derivatives for aircraft are shown without comparision due to lack of available measured data or calculated results.

Modified Split Panel Method Applied to the Analysis of Cavitating Propellers

  • Pyo, S.W.;Suh, J.C.
    • Journal of Ship and Ocean Technology
    • /
    • 제4권2호
    • /
    • pp.13-23
    • /
    • 2000
  • A low-order potential based boundary element method is applied to the prediction of the flow around the cavitating propeller in steady or in unsteady inflow. For given cavitation number, the cavity shape is determined in an iterative manner until the kinematic and the dynamic boundary conditions are both satisfied on the approximate cavity boundary. In order to improve the solution behavior near the tip region, a hyperboloidal panel geometry and a modified split panel method are applied. The method is then extended to include the analysis of time-varying cavitating flows around the propeller blades via a time-step algorithm in time domain. In the method, the steady state oscillatory solution is obtained by incremental stepping in the itme domain. Finally, the present method is validated through comparison with other numerical results and experimental data.

  • PDF

Human Development Convergence and the Impact of Funds Transfer to Regions: A Dynamic Panel Data Approach

  • GINANJAR, Rah Adi Fahmi;ZAHARA, Vadilla Mutia;SUCI, Stannia Cahaya;SUHENDRA, Indra
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권12호
    • /
    • pp.593-604
    • /
    • 2020
  • This study analyzes human development convergence and the impact of funds transfer to the regions using σ and β-convergence analysis method. Observations were made in all Indonesia's provinces in the period 2010-2019. The coefficient of variation calculation shows a dispersion in the inequality of human development, which means that convergence occurred. This is also documented by the clustering analysis results developed in the study. The results are in line with the hypothesis of neoclassical theory, which shows the tendency for provinces with lower human development levels to grow relatively faster. The dynamic panel data approach with the GMM model shows that a model built with explanatory variables for transfer of funds to regions may lead to the process of convergence of human development - 2.21% per year or 31 years to cover the half-life of convergence. This is a consequence of the Special Allocation Fund and the Village Fund, which positively impact the convergence process, and the General Allocation Fund and the Revenue Sharing Fund with negative signs slowing the convergence process. This evidence opens opportunities to review the justification of the weighting component in determining the amount of funds transferred to the region to accelerate the convergence process of human development.

재생에너지 기술의 수출에 대한 정치·경제요인의 영향 분석 (An Analysis of the Effects of Political and Economic Forces on the Export of Renewable Energy Technologies)

  • 성봉석;유념
    • 경영과정보연구
    • /
    • 제37권2호
    • /
    • pp.209-233
    • /
    • 2018
  • 본 연구는 정치 경제 요인이 재생에너지 기술의 수출에 미치는 영향을 분석하였다. 실증분석은 1992년부터 2012년까지의 OECD 19개 회원국의 패널 자료를 이용하였다. 실증모델을 설정하기 전 데이터의 특성 파악을 위한 다양한 패널 프레임워크 분석(정규성, 구조변화, 1차 자기상관, 패널 이분산성, 패널 개체 간 상호의존성, 패널 단위근 검정)을 수행하였다. 패널 프레임워크 분석결과를 고려하여 데이터 특성에 부합하는 실증모형을 설정하고, 동태 패널 모델의 편의를 최소화하기 위해 Bias-corrected Least Square Dummy Variable Estimator(LSDVC)를 추정하였다. 분석결과, 공식적인 강제압력으로 표출되는 정부의 수요견인정책과 경쟁압력을 표출되는 시장매력도는 재생에너지 기술의 수출신장에 통계적으로 유의한 정(+)의 영향을 미쳤다. 그렇지만, 정치요인 중 규범적 압력으로 표출되는 전통에너지산업의 주도와 비공식적인 강제압력으로 표출되는 공공압력은 재생에너지 기술의 수출에 통계적으로 유의한 영향을 미치지 못하는 것으로 나타났다. 본 연구의 결과에 기초하여 재생에너지 산업의 성장과 수출 촉진과 관련된 시사점을 제공하였다.

TECHNOLOGY GAP APPROACH TO A DYNAMIC CHANGE M WORLD MACHINE TOOL MARKETS : A PANEL DATA ANALYSIS

  • Lee, Kong-Rae;Suh, Joong-Hae
    • 기술경영경제학회:학술대회논문집
    • /
    • 기술경영경제학회 1996년도 제10회 동계학술발표회 논문집
    • /
    • pp.154-178
    • /
    • 1996
  • This paper applies the technology-gap trade theory to explaining radical changes in the competitive positions of countries in world machine tool markets over the last three decades. It develops the notion that the innovation gaps in machine tools among countries led to the inter-country differences in the competitive performance in the sector as well as in its user sectors. Since competitive advantage largely depends on a capability to improve, create and apply technology to market competition, a higher innovative performance in one country than another is closely related to a higher innovative performance. A higher innovative performance in machine tools is also associated with a higher competitive performance of the large areas of its user sectors, due to sectoral interdependences and externalities generated by machine tool innovations. The results of empirical investigation through a panel data analysis show that the international gaps in machine tool innovations appeared to have a positive significant relationship with the differences in the export performance of both the machine tool sector and its user sector across countries.

  • PDF

Corporate Investment Behavior and Level of Participation in the Global Value Chain: A Dynamic Panel Data Approach

  • KUANTAN, Dhaha Praviandi;SIREGAR, Hermanto;RATNAWATI, Anny;JUHRO, Solikin M.
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권12호
    • /
    • pp.117-127
    • /
    • 2021
  • This study was conducted to comprehensively identify factors that potentially influence corporate investment behavior, including micro, macro, and sectoral variables. Furthermore, investment behavior was studied across nations based on their participation in the global value chain (GVC), which was evaluated based on commodities, limited manufacturing, advanced manufacturing, and innovative activities. The study uses the dynamic panel data analysis and Generalized Method of Moment (GMM) estimation for a sample of 800 corporations, with data spanning over 2000-2019. The study result shows that in all types of countries, the coefficient lag indicator of capital expenditure statistically has a significant effect on capital expenditure. Sales growth, exchange rate, and GDP have a significant positive effect on corporate investment growth, while DER has a negative effect. In commodity countries, corporate investment is influenced by sales growth, exchange rate, and FCI. The variables that influence corporate investment in manufacturing countries are the FCI, exchange rate, sales growth, GDP, and DER. In innovative countries, variables that significantly affect capital expenditure are DER, GDP, and Tobin Q. In each type of country, the interaction terms between exchange rate and commodity price are positive and statistically significant.

고속으로 입수하는 물체에 대한 충격량 및 입수 거동 해석 (Numerical Analysis of Impact Forces and Entry Behaviors of the High Speed Water Entry Bodies)

  • 김영우;박원규;김찬수
    • 한국전산유체공학회지
    • /
    • 제4권1호
    • /
    • pp.1-7
    • /
    • 1999
  • The numerical methodology for computing tile impact forces and water entry behaviors of high speed water entry bodies was been developed. Since the present method assumed the impact occurs within a very short time interval. the viscous effects do not have enough time to play a significant role in the impact forces, that is, the flow around a water-entry object was assumed as an incompressible potential flow and is solved by the source panel method. The elements fully submerged into the water are routinely treated, but the elements intersected by the effective planar free surface are redefined and reorganized to be amenable to the source panel method. To validate the present code, it was applied to disk, cone and ogive model and compared with experimental data. Good agreement was obtained. The water entry behavior such as the bouncing phenomena from the free surface was also simulated using the impact forces and two degree of freedom dynamic equation. Physically acceptable results were obtained.

  • PDF