Potential Data Collections Methods for System Dynamics Modelling: A Brief Overview

Ibrahim, Aisyah; Daniyal, Hamdan; Asmawaty, Tuty; Kamaludin, Adzhar

doi:10.14569/ijacsa.2021.0120332

Cited by 5 publications

(3 citation statements)

References 37 publications

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“…For instance, several studies recommended that possible data sources be located using social sciences data collecting and analysis methodologies (Luna-Reyes, 2003); however, this works best with written and mental databases. whereas other academics highlighted their recommendations in separate articles to take techniques from artificial intelligence, data science, and big data, which fit well with (Ibrahim, 2021).…”

Section: Data Collectionmentioning

confidence: 63%

Managing Future Meat Consumption Fulfilment in Indonesia

Fauzie

Siallagan

2023

JBMR

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Peer level of animal proteins for Indonesians reach low level of consumption-per-capita (CPC), this low protein consumption is strongly associated with malnutrition. Supply and demand take a part in several studies, supply-side approval meets consumption needs. Herd size, livestock shed, and production efficiency impacting the land mass area and environment. Beef meat consumption is inherently dependent on several interlinked and dynamic system modelling. One such methodology like modelling interactive systems in multivariate impact will yield the greatest overall increase in beef supply consequently. Using systems modelling tools, the researcher tries to simulate how beef consumption patterns are a dependent factor of several interrelationships with systems thinking. The alternative cluster structure is divided into 2 parts, tax policy and budget policy, which are the source of the budget scheme. Two of the six alternative policies were selected as the best choices with acceleration of output achievement. The higher tax rate is a consequence of a depressed level of demand, which has implications for national per capita consumption.

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Section: Data Collectionmentioning

confidence: 63%

Managing Future Meat Consumption Fulfilment in Indonesia

Fauzie

Siallagan

2023

JBMR

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“…In the present study, primary data sources have been considered. As claimed by Ibrahim et al (2021) [9] , reliable and relevant information collection is fundamental for producing a reliable outcome of the study. In his context, 60 participants were selected by the process of random sampling method with unbiased data.…”

Section: Methodology Data Collectionmentioning

confidence: 96%

Significance of employee training and development programs for skill enhancement, career growth, and employee retention

Devi,

Indoria

2023

Asian J. Manage. Commerce

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Introduction: For understanding the efficacy of employee training and development, the empirical study is constructed. The study is aimed at the effectiveness and need for employee training across the globe. Information has been provided regarding annual spending on employees worldwide. Literature Review: Several past pieces of research have been analysed with minute details to make out the effectiveness and factors of employee training. The issues and feasible recommendations have also been conferred in this section. The need for external partnerships is highlighted along with the Felder-Silverman learning style model. Methodology: 13 questions have been framed followed by using the responses of 60 individuals who are currently employed in the MNCs. the primary source of information has been beneficial for the overall study in the present research. Besides, IBM SPSS software has been used to determine the relationship of the selected variables. Results and Analysis: It has been found that employee training and development significantly contributes to the skill development, and growth of the employees. Discussion: Information concerning to the success of employee training and development is mentioned in this section. Conclusion:The entire study has been concluded with the gathered information from each section in an abridged way.

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“…This study builds the model based on the system dynamics modeling approach. System dynamics are effectively used for a system that requires a lot of data management [45]. The system dynamics (SD) approach for supply chain modeling is widely used.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

Hierarchic change system dynamics supply chain model: impact of demand information sharing on holding cost and downstream project completion

Fudhla

Wirjodirdjo

2023

EEJET

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The interrelationships between system components are critical to improving the performance of a complex supply chain system. Thus, any improvement or development can be carried out systemically and comprehensively. The complexity of coordination grows as the number of echelons in a supply chain increases. In practice, coordination becomes more difficult to implement in a supply chain with more echelons. Through demand information sharing, this research attempts to figure out how coordination can have implications for complex multi-echelon supply chains with a modeling approach. The Aggregate Andesite Stone Supply Chain is used as an empirical model with four echelons. Changes in dimensions and values per ton of product in each echelon displacement add complexity. Total holding cost is not the only consideration. The timely completion of projects downstream is also a priority. So the system's behavior that runs and changes over time also needs to be observed. To accommodate this complexity, a system dynamics modeling approach is used. This modeling technique could capture fluctuations in volatile conditions that change in time sequences. The pattern of model behavior shows that demand information sharing in the andesite aggregate supply chain is faint, and the "bullwhip effect" occurs. The demand information sharing can eliminate this effect, reduce up to 73.5 % of total supply chain holding costs, and increase the percentage of project completion on time downstream of the supply chain. These results provide a scientific and practical understanding that although there are many obstacles, demand information sharing can significantly improve performance in multi-echelon complex supply chains and be worthwhile applied

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Potential Data Collections Methods for System Dynamics Modelling: A Brief Overview

Cited by 5 publications

References 37 publications

Managing Future Meat Consumption Fulfilment in Indonesia

Managing Future Meat Consumption Fulfilment in Indonesia

Significance of employee training and development programs for skill enhancement, career growth, and employee retention

Hierarchic change system dynamics supply chain model: impact of demand information sharing on holding cost and downstream project completion

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