...Maja Borlinič Gačnik; Črtomir Rozman; Andrej Škraba Purpose This paper explores how the integration of machine learning (ML) and system dynamics (SD) can enhance understanding of climate change impacts on viticultural ecosystems, with a focus on vineyard biomass growth and wine quality under...

... offers researchers a new tool for observing systemic dynamics in academic work. It supports critical self-reflection and opens possibilities for aligning publishing processes with societal relevance, institutional learning and AI-supported analysis. With its ontologies, it can provide an input...

.... Design/methodology/approach In this study, an evolutionary game structure based on system dynamics was developed to explain the tech firms’ and startups’ evolutionary trends, emphasizing investment mechanisms and the startup’s commitment level through a feedback process. For this purpose, the influence...

...Rui Xue; HaoTian Wu; KeYu Li; KeJing Xiao; Jia Luo; Claude Baron Purpose This study aims to construct a system dynamics model for industrial ecosystems, focusing on the sustainable development of the manufacturing industry. It seeks to promote coordinated development among industry, society...

... electrical energy supply system based on the water-food-energy-climate change nexus in order to identify sustainable policies for the supply of electrical energy resources and adaptation to Iran’s climate change process. Design/methodology/approach For this purpose, first, the system dynamics model...

... differential game model. Considering the uncertain factors, the Nash non-cooperative game, Stackelberg leader-follower game, and cooperative game models were proposed. By utilizing system dynamics and numerical simulations, the key influencing factors and mechanisms of knowledge sharing were deeply explored...

... portfolio benefits (PPBs). To make the results align with the strategy, comprehensive PPBs are divided into financial and non-financial aspects based on the balanced scorecard. Then, synergy benefits evolve dynamically in the time horizon, and system dynamics is employed to quantify them. Lastly, a case...

.... Design/methodology/approach By applying a system dynamics (SD) methodology, a systemic model that includes a causal structure of the banking business is presented. To build a simulation model, data are collected from a commercial bank in Iran. By presenting the simulation model of the bank's business...

... industry. Modeling and simulation have been performed using the system dynamics method. Findings The results show that if game developers only focus on advertising at the introduction of the game to the market, and neglect quality features, uninstall rate of adopters increases and the game life cycle...

...Aries Susanty; Nia Budi Puspitasari; Adam Fachreza Purpose This study aims to create a system dynamics simulation model to forecast the performance of small and medium-sized enterprises (SMEs) if some decision-making is executed to reduce the negative of the coronavirus disease 2019 (COVID-19...

...Zhou Huiping; Yang Yuxin Purpose The purpose of this paper is to build a System Dynamics model to reveal the structure and dynamics of knowledge coupling affecting firms' innovation results in the digital context. Design/methodology/approach Drawing on the recombined view of innovation...

..., Colombia. Design/methodology/approach Community-Based System Dynamics (CBSD) is a participatory research methodology in which a group of stakeholders identifies relevant variables and the cause-effect relations among them which are then arranged into a causal loop diagram. The authors implemented...

.... Design/methodology/approach First, causes of claims were identified through a literature review and then refined to 22 main causes according to the opinions of 148 Iranian experts. A qualitative system dynamics (SD) model was then provided to visualize how various causes interact with each other...

... knowledge investment on the performance measures, by reviewing investment policies. Design/methodology/approach The relationship between customer knowledge and performance measures was specified using literature review and grounded theory method. The system dynamics approach was then applied to analyze...

... case study is taken up to highlight the pitfalls of “drifting the goals” systems archetype for a decision situation in the Indian two-wheeler industry. System dynamics modeling is made use of to obtain the results. Findings The decision makers fail to realize the pitfall of lowering the goal...

...Mohammad Ali Abdolhamid; Mir Saman Pishvaee; Reza Aalikhani; Mohammadreza Parsanejad Purpose The purpose of this paper is to develop a system dynamics approach based on Susceptible, Exposed, Infected, Recovered (SEIR) model to investigate the coronavirus pandemic and the impact of therapeutic...

...Maja Žibert; Boris Prevolšek; Karmen Pažek; Črtomir Rozman; Andrej Škraba Purpose This paper aims to analyse the main variables and causal relationships in the system structure of the diversification of non-agricultural activities on agricultural holdings using system dynamics (SD) modelling...

... of this model. In the next part, this conceptual model was run using system dynamics and, thus, turned into a causal model in which all the effective variables on BIM technology and their relationships with each other are specified. The stock and flow diagram of the problem and its related equations were...

... in the representation of objects of research (Klir, 1985). In this paper, we will limit ourselves to considering the continuous aspect of system dynamics. Corresponding system models are traditional deterministic continuous mathematical models (hereinafter prefix “system” where there is no need for accentuation...

... Publishing Limited Licensed re-use rights only Creativity Aesthetics Epistemology Art System dynamics Sociology Epistemology of the arts Sociology of knowledge Intersubjectivity Interdisciplinarity Innovation Typification responds to a classificatory need for behavioral patterns...