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. 2018 Jan 10:7:16.
doi: 10.4103/jehp.jehp_35_16. eCollection 2018.

Forecasting the shortage of neurosurgeons in Iran using a system dynamics model approach

Sima Rafiei  1 , Arman Daneshvaran  2 , Sina Abdollahzade  3
Affiliations

Forecasting the shortage of neurosurgeons in Iran using a system dynamics model approach

Sima Rafiei et al. J Educ Health Promot. .

Abstract

Context: Shortage of physicians particularly in specialty levels is considered as an important issue in Iran health system. Thus, in an uncertain environment, long-term planning is required for health professionals as a basic priority on a national scale.

Aims: This study aimed to estimate the number of required neurosurgeons using system dynamic modeling.

Setting and design: System dynamic modeling was applied to predict the gap between stock and number of required neurosurgeons in Iran up to 2020.

Subjects and methods: A supply and demand simulation model was constructed for neurosurgeons using system dynamic approach. The demand model included epidemiological, demographic, and utilization variables along with supply model-incorporated current stock of neurosurgeons and flow variables such as attrition, migration, and retirement rate.

Statistical analysis used: Data were obtained from various governmental databases and were analyzed by Vensim PLE Version 3.0 to address the flow of health professionals, clinical infrastructure, population demographics, and disease prevalence during the time.

Results: It was forecasted that shortage in number of neurosurgeons would disappear at 2020. The most dominant determinants on predicted number of neurosurgeons were the prevalence of neurosurgical diseases, the rate for service utilization, and medical capacity of the region.

Conclusions: Shortage of neurosurgeons in some areas of the country relates to maldistribution of the specialists. Accordingly, there is a need to reconsider the allocation system for health professionals within the country instead of increasing the overall number of acceptance quota in training positions.

Keywords: Demand; forecast; shortage; supply; system dynamics.

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Conflict of interest statement

There are no conflicts of interest.

Figures

Figure 1
Figure 1
Causal loop diagram of neurosurgeons workforce model
Figure 2
Figure 2
Stock and flow diagram for supply submodel
Figure 3
Figure 3
Stock and flow diagram for demand sub-model
See this image and copyright information in PMC

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