2010 Second International Conference on Computational Intelligence, Modelling and Simulation 2010
DOI: 10.1109/cimsim.2010.39
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A System Dynamics Model for Determining Educational Capacity of Higher Education Institutions

Abstract: Managing university academic resources is a complex administrative problem. Typically, the admission capacity for a degree program is decided based on the availability of lecturers, total enrolled students, and the available facilities in the university. The common formula used is the lecturer to student ratio. But often, the decision is either based on short term requirements which lacks the bird eye's view on the whole resource elements and their synergetic relations. Imperative actions should be taken by un… Show more

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Cited by 10 publications
(8 citation statements)
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“…System dynamics models are different from statistical models in the sense that they are not only providing control and forecast, but they also suggest clarifications and an understanding of the relationships between the dependent variable and numerous exogenous and endogenous variables (Sahay & Kumar 2014). The utilization of the system dynamics model helps in development of high-leverage policy associations that will enable an effective understanding of how the universities can manage the development of value addition in their standard courses (Dahlan & Yahaya 2010). Such a system can be characterized by interactions of closed chains or feedback loops that, when combined, define the structure of the system and hence how it behaves over time (Kennedy 2011).…”
Section: Introductionmentioning
confidence: 99%
“…System dynamics models are different from statistical models in the sense that they are not only providing control and forecast, but they also suggest clarifications and an understanding of the relationships between the dependent variable and numerous exogenous and endogenous variables (Sahay & Kumar 2014). The utilization of the system dynamics model helps in development of high-leverage policy associations that will enable an effective understanding of how the universities can manage the development of value addition in their standard courses (Dahlan & Yahaya 2010). Such a system can be characterized by interactions of closed chains or feedback loops that, when combined, define the structure of the system and hence how it behaves over time (Kennedy 2011).…”
Section: Introductionmentioning
confidence: 99%
“…Many external factors are influencing the process, mainly the number of high school graduates, the percentage of graduates deciding to attend college, higher education specialties, student-tofaculty ratio, number of populations in the higher education age, government policies, employment opportunities, and available budget and resources. Many attempts have been made to mathematically model a variety of problems in admission capacity planning that were applied to different problems [4,5]. One of the most powerful tools is to use Goal Programming (GP) since many problem goals are conflicting and someone can only satisfy a subset of these goals to some extent according to the priority and weights given to specific goals, as explained in this paper.…”
Section: Introductionmentioning
confidence: 99%
“…Emphasising a particular measurement of quality through key performance indicators (KPI), Dahlan and Yahaya (2010) explore the factors that form the basis of a DSS for meeting the supply and demand of an academic program, which directly caters for efficient resource management, thus contributing to a system dynamics (SD) model [10].Dahlan and Yahaya note that managing academic resources is a multifaceted administrative issue, arguing that the admission capacity for a degree program is determined based on the number of lecturers, total enrolled students, and facilities in the university. The formula used is the lecturer-to-student ratio.…”
Section: Related Workmentioning
confidence: 99%