• Title/Summary/Keyword: Causal Loop Diagram(CLD)

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An Improvement of Coherence and Validity between CLD and SFD of System Dynamics (시스템 다이내믹스의 CLD와 SFD의 일관성 및 타당성 개선에 관한 연구)

  • Jung, Jae Un;Kim, Hyun Soo
    • Journal of Digital Convergence
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    • v.12 no.6
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    • pp.69-77
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    • 2014
  • System Dynamics(SD) is one of the complexity theories that has attracted attention as a computer-aided simulation methodology to analyze a dynamic problem and to develop a policy(strategy) in social science. Though there are properly unproven cases in research models which were developed in various fields by SD methodology during the last five decades, they are utilized as models to represent SD sub-theories. For this reason, this study targeted the population dynamics model which was frequently utilized to explain SD fundamentals and it proved errors of reasoning a structure of the existing causal and dominant feedback loop. Consequently, we presented a strategy to strengthen the coherence between CLD(causal loop diagram) and SFD(stocks-and-flows diagram) for improving validity of the existing model. The findings of this study contribute to the advancement of the existing SD and to the reinforcement of validation for policy research models of SD.

Analysis of Performance Factors of Unmanned Aircraft System(UAS)-based Facility Management using Causal Loop Diagram (Causal Loop Diagram을 활용한 무인항공체계 기반 시설물 관리 영향인자 분석)

  • Kwon, Jin-Hyeok;Yu, Chae-Youn;Kim, Sungjin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2022.04a
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    • pp.85-86
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    • 2022
  • Traditionally, the facility inspection was visually conducted by the managers, and consequently the result can be subjective because of different perspective and experience of them. To solve this problem, the studies on this topic has tried to integrate the UAS. However, it is still concerned to use in practice due to the lack of analysis of the performance factors affecting the UAS-based facility condition inspection. Hence, the purpose of this study is to identify the critical factors as well as their correlations by modeling causal loop diagram (CLD). A total of 20 variables were derived in four categorized groups, and the relationships were analyzed. Further study will develop a system dynamics (SD) model to simulate various scenarios based on stock-flow diagram through the defined relationships in this study.

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Exploratory Study on Causality of Expansion Strategy into Emerging Market: Systems Thinking Approach (이머징 마켓 진출 전략의 인과관계에 대한 탐색적 연구: 시스템 사고에 의한 접근)

  • Chung, Chang-Kwon;Lee, Dong-Hyun
    • Korean System Dynamics Review
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    • v.13 no.3
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    • pp.67-98
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    • 2012
  • This study suggests a set of Causal Loop Diagram (CLD) of Causality Mechanism which integrates the matter of characteristics of emerging market and its expansion strategies. In order to make CLD more objective, all causalities are articulated from recent 55 studies (2000~2012) of SSCI Top Journals. This approach is valuable in that it is a first try to draw all the causalities from rigorous literature review regarding emerging market strategy. The 5 CLDs will show and clarify the strategies of how to expand into emerging market for MNCs. In sum, political activity and institutional void is a critical factor related to characteristics of emerging market, and CSV and cultural distance should be considered as a leverage point. For all this study's contribution to clarify the causality of emerging market strategies with abundant literature review, the study has its limits in integrating and testing CLD.

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Causal Loop Diagrams Model of IT Professionals' Happiness : Through System Dynamics Analysis Approach (IT 전문가 행복 인과관계 다이어그램 모형 : 시스템 다이내믹스 분석 접근법으로)

  • Chang, Yun Hi
    • Journal of Internet Computing and Services
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    • v.17 no.4
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    • pp.161-172
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    • 2016
  • The following research investigates core factors required for IT professionals to achieve and remain happy on their jobs through dynamic and structural CLD and suggests personal, organizational, and government level (happiness) promoting factors. Researcher adopted the system dynamics methodology which is qualitative research techniques pursue behavior probability by using CLD. It spotlights 6 CLD: job satisfaction, organizational commitment, positive sensitivity, negative sensitivity, amicable relationship, job sustainment intention, in addition to numerous factors that affect them from an integrative perspective. It differentiates itself from one-way relationship focused qualitative research to an advanced mutual and realistic perspective exploratory research.

A Study on the Railway Control by Creation of the Causal Loop Diagram- - Centering on railroad safety management system technical standards 11.7 - (인과순환지도(CLD) 작성을 통한 철도관제업무에 관한 연구 - 철도안전관리체계 기술기준 11.7 철도관제를 중심으로 -)

  • Park, Jung Soo;Lee, Sang Oh
    • Journal of The Korean Society For Urban Railway
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    • v.6 no.4
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    • pp.287-298
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    • 2018
  • This research is intended to understand and make practical suggestions on various aspects of the railroad traffic controllers focusing on railroad control of the railroad safety management system's technical standards. The method of analysis is using the causal loop diagram, which is the soft method of System Dynamics. Content of analysis is about the system. 11.7 of the work of the railroad control system. In addition, we compared and analyzed railroad controllers by four railroad operators, suggesting the importance of railroad control and future practical improvement plans.

Analyzing the Supply and Demand Structure of the Korean Flatfish Aquaculture Market : A System Dynamics Approach (시스템다이내믹스기법을 이용한 우리나라 양식넙치시장의 수급구조 분석)

  • Park, Byung-In
    • The Journal of Fisheries Business Administration
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    • v.39 no.1
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    • pp.17-42
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    • 2008
  • This study tried to build a structure model for the Korean flatfish aquaculture market by a system dynamics approach. A pool of several factors to influence the market structure was built. In addition, several reasonable factors related to the flatfish aquaculture market were selected to construct the causal loop diagram (CLD). Then the related stock/flow diagrams of the causal loop diagrams were constructed. This study had been forecasting a production price and supply, demand, and consumption volume for the flatfish market by a monthly basis, and then made some validation to the forecasting. Finally, four governmental policies such as import, storage, reduction of input, and demand control were tentatively evaluated by the created model. As a result, the facts that the demand control policy is most effective, and import and storage policies are moderately effective were found.

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Modeling of e-Learning Quality Assurance using CLD (인과지도를 이용한 e-Learning 품질관리 모델링)

  • Lee, Jun-Hee;Yoo, Kwan-Hee
    • Journal of The Korean Association of Information Education
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    • v.14 no.3
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    • pp.427-435
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    • 2010
  • As the e-Learning plays an increasingly larger important part in education and has been increased as an alternative to offline education, academic organizations are moving ahead to set guidelines for quality assurance in e-Learning. And various quality assurance techniques in e-Learning have been developed because the e-Learning does not always match well traditional models of teaching and learning, much care needs to be taken in the design, creation and implementation of service. But the present quality assurances in e-Learning which are focused in learning objects have much problems because they use partial and static management. In this thesis we suggested dynamic quality assurance using CLD(Causal Loop Diagram) in e-Learning. The suggested method has more efficiency than existing methods and it can provide important strategies with regard to administrative issues in e-Learning.

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A System Dynamics View of Safety Management in Small Construction Companies

  • Guo, Brian H.W.;Yiu, Tak Wing;Gonzalez, Vicente A.
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.92-96
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    • 2015
  • Due to unique characteristics of small construction companies, safety management is comprised of complex problems (e.g., resources constraints, a lack of formalized management structures, low level of management safety commitment etc.). In order to understand causal interdependencies between safety factors at different system levels (regulation, organization, technical and individual), this paper aims to develop a system dynamics (SD) model of safety management in small construction companies. The purpose of the SD model is to better understand why small construction companies have low level of safety performance. A causal loop diagram (CLD) was developed based on literature, with an attempt to map causal relationships between variables. The CLD was then converted into stock and flow diagram for simulation. Various tests were conducted to build confidence in the model's ability to represent the reality. A number of policies were analyzed by changing the value of parameters. The value of a system dynamics approach to safety management in small construction companies is its ability to address joint effects of multiple safety risk factors on safety performance with a systems thinking perspective. By taking into account feedback loops and non-linear relationships, such a system dynamics model provides insights into the complex causes of relatively poor safety performance of small construction companies and improvement strategies.

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System Thinking on Diabetes Prevention and Management (당뇨병 예방 및 관리의 시스템 사고)

  • Noh, Young-Min;Lee, Ji-Uhn;Park, Jun-Hee;Choi, Nam-Hee;Homer, Jack B.;Yun, Eun-Kyoung
    • Korean System Dynamics Review
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    • v.17 no.1
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    • pp.25-40
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    • 2016
  • This research aims to identify important variables and their effects on diabetes prevention or progression from prediabetes to diabetic complication using system thinking. Based on the existing studies, we have constructed a causal loop diagram explaining dynamics of diabetes and have found 7 important reinforcing loops and 3 balancing loops in the causal loop diagram. The CLD displays an effect of increasing prediabetes early detection and awareness on diabetes prevention. The findings indicate that the projects in Korea for reducing incidence of diabetes and potential risk of complication have focused on variables which are related only on diabetes even though prediabetes has been a critical point on diabetes prevention and management. Thus, it also concludes that the effect of projects focusing only on diabetes have faced limitation to manage diabetes accordingly.

Exploratory Study on Causality of Foreign Exchange Exposure and Hedge Strategy: Systems Thinking Approach (환노출과 환노출 완화 전략의 인과관계에 관한 탐색적 연구 : 시스템 사고에 의한 접근)

  • Eom, Jae-Gun;Chung, Chang-Kwon;Sul, Wonsik
    • Korean System Dynamics Review
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    • v.15 no.2
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    • pp.97-131
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    • 2014
  • The purpose of this study is to analyze Foreign Exchange(FX) exposure and FX hedge strategy based on the systems thinking perspective using causal loop diagrams. FX exposure has been a critical issue on a business management. Many studies in Korea have researches on variables which make effects to the company value. This study displays causal loop diagrams(CLDs) on these issues. In order to make CLD more objective, most causalities are articulated from recent 72 studies (1998~2013) of domestic top journals. This approach is valuable in that it is the first try to draw all the causalities from various literature review regarding FX exposure and FX hedge strategy. This study is expected to make a useful and basic material to research the financial issues of corporate, as the first research to dynamically understand FX exposure and FX hedge strategy.

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