• Title/Summary/Keyword: system dynamics

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A System Dynamics Model of Alternative Fuel Vehicles Market under the Network Effect

  • Kwon, Tae-Hyeong
    • Korean System Dynamics Review
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    • v.8 no.2
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    • pp.5-23
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    • 2007
  • According to the system dynamics model of this study, if there is a significant network effect on vehicle operating costs, it is difficult to achieve the shift to AFV even in the long term without a policy intervention because the car market is locked in to the current structure. Network effect can be caused by an increasing return to scale in fuel supply sector as well as in maintenance service sector. It is also related to the fact that the reliability and awareness of consumers on new products increases with the growth of the market share of the new products. There are several possible policy options to break the 'locked in' structure of car market, such as subsidy on vehicle price (capital cost), subsidy on fuel (operating cost) and niche management policy. Combined policy options would be more effective than relying on a single policy option to increase the market share of AFV.

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Demand Plan of Manpower Model Design Using System Dynamics (시스템다이내믹스를 활용한 인력 수급 계획 모형설계)

  • Choung, Jae-Rim;Jeon, So-Yun;Kwak, Mi-Ae;Yeon, Seung-Joon
    • Korean System Dynamics Review
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    • v.8 no.1
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    • pp.49-66
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    • 2007
  • Due to criminal aspects spreading nation wide, their intelligence level increasing and becoming digitalized, the citizens' interest in and desire for crime security have increased. Until now, the preceding researches have been focused on finding the specific variables that have direct effects on the demand for police manpower through regression analysis and attempted to predict number of needs. However, there have never been any researches producing the accurate number of demands for crimes and human resources needed for each work load. Therefore, this research have analyzed each police station functions by interviewing the persons in charge and selected the main duty for each functions. From this, by using the method of system dynamics, this research was able to predict the standard number of manpower needed for each police station functions. Also, by making a model for each 235 police stations, the best efficient employment plan for police stations and district agencies have been further discussed based on the computer simulation results.

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Predicting the Effectiveness of National Energy R&D Investment in Korea: Application of System Dynamics

  • Oh, YoungMin
    • Korean System Dynamics Review
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    • v.15 no.2
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    • pp.27-50
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    • 2014
  • Korea government established the energy technology development plan (2011-2020) and declared to be a leader of the green energy technologies. The plan aims for 10% market share in the green energy industry, 12% energy efficiency improvement, and 15% greenhouse gas reduction. In order to achieve these goals, the government has tried to calculate the whole scale of national energy R&D investment, annual budget and specific expenditures for new technologies by computer simulation. The simulation modules include the R&D investment model, GDP model, energy consumption and $CO_2$ emission model by System Dynamics. Based on these simulation modules, I tested various scenarios for effectiveness of energy R&D investments until 2020. The results show that Korea should increase national energy R&D investment to 2.3 billion U.S. dollars, and switch the investment from electricity and nuclear power to the renewable energy.

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Analysis of Mega Event effect using System Dynamics : Application in Millennial Anniversary of the Tripitaka Koreana (시스템다이내믹스를 이용한 메가이벤트 개최 효과 분석: 대장경문화축전에의 적용)

  • Park, Gyung-Yeol;Choi, Seung-Dam;Kim, Dong-Hwan
    • Korean System Dynamics Review
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    • v.14 no.1
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    • pp.31-53
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    • 2013
  • The purpose of this study is to explain the impact of hosting mega event using the system dynamics and to establish the model for analysis of the impact of hosting mega event. The results are as follows. First, the growth of inbound tourists have influenced long term effect. Second, the export has increased for a limited period only after the hosting mega event, but the increase in export returned to the previous state in terms of economic impact of mega event. Third, nation brand has been improved for a limited period only such as the economical impact in terms of socio-cultural impact of mega event. Last, citizenship consciousness has been improved after hosting mega event. Further researches have to be carried out to modify and reinforce the model.

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System Dynamics Model for Analyzing and Forecasting the National Energy-Economy-Environment(3E) Changes under Levying of Carbon Tax (탄소세 부과에 따른 국내 에너지-경제-환경(3E) 변화 분석 및 예측을 위한 시스템다이내믹스 모델 개발)

  • Song, Jae-Ho;Jeong, Suk-Jae;Kim, Kyung-Sup;Park, Jin-Won
    • Korean System Dynamics Review
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    • v.7 no.2
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    • pp.149-170
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    • 2006
  • In this paper, an energy-economy-environment dynamic simulation model was developed to using system dynamics methodology. It describes current energy-economy-environment systems and forecasts changes caused by levying of carbon tax. The model is composed of three modules: an energy module, an economic module and an environmental module. Variables are interrelated in each module, and three modules are linked by several linkage variables. Setting up the linkage variables is an important factor for the composition of the model. The simulation result shows a change of the national GDP, usage of energy, and $CO_2$ emissions under levying and reinvestment of carbon tax considering various scenarios for the charging cost.

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System Dynamics Modeling for FDA Regulation Effect of Pharmaceutical Industry (제약산업에서 FDA규제 영향에 관한 시스템 다이내믹스 모델링: FDA규제가 R&D비용에 미치는 영향을 중심으로)

  • Ko, Seong-Pil;Choi, Jeong-Hwan;Nam, Dong-Wok;Lee, Jeong-Dong
    • Korean System Dynamics Review
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    • v.13 no.4
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    • pp.57-80
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    • 2012
  • This research studies effect of FDA regulations in pharmaceutical industry on new drug development. System dynamics is implemented to demonstrate dynamic relationship between FDA regulations and R&D costs, firm's profits, sales. This research is focused on clinical trials of new medical entity process 50~60% portion of total development cost. Simulation results say that firm's profit is more sensitive to increasing the regulation than alleviating the regulation and effect of regulation policy make different result depending on the intensity of regulation and policy direction. Our simulation model provides the instrumental means for the policy makers and strategic decision in pharmaceutical industry.

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Using System Dynamics to study systemic corruption (시스템다이내믹스를 활용한 체제적 부패 연구)

  • Lim, Seong Bum
    • Korean System Dynamics Review
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    • v.15 no.4
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    • pp.29-60
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    • 2014
  • As every commentators has noted, bureaucratic corruption, which has complicated causes, is prevalent phenomenon in Korean society. Especially, most people realize that systemic corruption has a strong negative effect on society; however, only few studies reflect on the nature of 'systemic corruption' and it seems that no established theory explains the phenomenon. Thus, this study suggest that we look more carefully into the nature and mechanisms of 'systemic corruption'. Interdisciplinary approach based on the integrated model of structure-behavior to analyse the nature of bureaucratic corruption. The system dynamics method can test the mechanisms of 'systemic corruption'. With this way, the factors generating systemic corruption represent the relationships reinforcing and balancing within system dynamics model. This paper also consider 'isomorphism' and 'dominance' as control mechanisms to systemic corruption. From the CLD(Causal Loop Diagram), three main areas(rent in organization, networking, control mechanisms) are overlapped and it indicates dynamic relationships of systemic corruption in organizations.

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A System Dynamics Model for Growth Prediction of Low Birth Weight Infants (시스템다이내믹스를 이용한 저출생체중아의 성장예측모형)

  • Yi, Young-Hee
    • Korean System Dynamics Review
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    • v.11 no.3
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    • pp.5-31
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    • 2010
  • The purpose of this study is to develop a system dynamics model for growth prediction of low birth weight infants(LBWIs) based on nutrition. This growth prediction model consists of 9 modules; body weight, height, carbohydrate, protein, lipid, micronutrient, water, activity and energy module. The results of the model simulation match well with the percentiles of weights and heights of the Korean infants, also with the growth records of 55 LBWIs, under 37 weeks of gestational age, whose weights are appropriate for their gestational age. This model can be used to understand the current growth mode of LBWIs, predict the future growth of LBWIs, and be utilized as a tool for controlling the nutrient intake for the optimal growth of LBWIs in actual practice.

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The Study on the Human Resource Forecasting Model Development for Electric Power Industry (전력산업 인력수급 예측모형 개발 연구)

  • Lee, Yong-Suk;Lee, Geun-Joon;Kwak, Sang-Man
    • Korean System Dynamics Review
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    • v.7 no.1
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    • pp.67-90
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    • 2006
  • A series of system dynamics model was developed for forecasting demand and supply of human resource in the electricity industry. To forecast demand of human resource in the electric power industry, BLS (Bureau of Labor Statistics) methodology was used. To forecast supply of human resource in the electric power industry, forecasting on the population of our country and the number of students in the department of electrical engineering were performed. After performing computer simulation with developed system dynamics model, it is discovered that the shortage of human resource in the electric power industry will be 3,000 persons per year from 2006 to 2015, and more than a double of current budget is required to overcome this shortage of human resource.

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A System Dynamics Model Approach for the Analysis of the Network Effect of the Internet Portal Sites (시스템 다이내믹스 모델을 이용한 인터넷 포털 사이트의 네트워크 효과 분석)

  • Lee, Kang-Bae;Jung, Jae-Un;Lee, Woon-Seek;Joo, Cheol-Min
    • Korean System Dynamics Review
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    • v.9 no.1
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    • pp.73-92
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    • 2008
  • Internet portal sites have served customers for more than a decade in Korea. There have been several such sites have survived, succeeded and led the internet industry. What is the source of their competitiveness? We assumed that the network effect, which can vary dynamically, is an important factor; so we tried to build and analyze a system dynamics model on portal sites that represent their advertising business model. This model includes not only the network effect, but also customer's' expectations of the quality of portal sites, which also varies dynamically. As a result of our research, we can state that the network effect is important to stabilize and increase portal sites' quality, market share, income and cash flow. And we know that investment at a level above that which is merely required is necessary to preserve and stabilize their business.

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