An Agent-Based Modelling Approach to Brain Drain

@article{Grsoy2021AnAM,
  title={An Agent-Based Modelling Approach to Brain Drain},
  author={Furkan G{\"u}rsoy and Bertan Badur},
  journal={ArXiv},
  year={2021},
  volume={abs/2103.03234}
}
The phenomenon of brain drain, that is the emigration of highly skilled people, has many undesirable effects, particularly for developing countries. In this study, an agent-based model is developed to understand the dynamics of such emigration. We hypothesise that skilled people's emigration decisions are based on several factors including the overall economic and social difference between the home and host countries, people's ability and capacity to obtain good jobs and start a life abroad… 

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References

SHOWING 1-10 OF 42 REFERENCES
An Introduction to Agent-Based Modeling: Modeling Natural, Social, and Engineered Complex Systems with NetLogo
TLDR
An Introduction to Agent-Based Modeling offers a comprehensive description of the core concepts, methods, and applications of ABM, and enables readers to begin constructing models immediately, regardless of experience or discipline.
The theory of planned behavior
Research dealing with various aspects of* the theory of planned behavior (Ajzen, 1985, 1987) is reviewed, and some unresolved issues are discussed. In broad terms, the theory is found to be well
World Migration Report 2020
Agent-Based Modeling of China's Rural-Urban Migration and Social Network Structure.
TLDR
It is concluded that network structural changes are essential for explaining migration acceleration observed in China during the 1995-2000 period.
Computational Modelling of Public Policy: Reflections on Practice
TLDR
Policy modelling will continue to grow in importance as a component of public policy making processes, but if its potential is to be fully realised, there will need to be a melding of the cultures of computational modelling and policy making.
Physician Emigration: Should they Stay or Should they Go? A Policy Analysis
Physician emigration can either function as an escape valve to help the health labour market clear from a supply surplus, or aggravate the problem further in case of a shortage. Either way,
Reproducing Scientists’ Mobility: A Data-Driven Model
TLDR
An agent-based model that allows to reproduce the empirical findings, both on the level of scientists and of the network, and allows to interpret the model assumptions as microbased decision rules that explain the observed mobility patterns of scientists.
Multistate modelling extended by behavioural rules: An application to migration
TLDR
The approach adds to the toolkit of demographic projection by allowing for shocks and social influence, which alter behaviour in non-linear ways, while sticking to the general framework of multistate modelling.
Migrants bring economic benefits for advanced economies
  • International Monetary Fund (IMF), 2016.
  • 2016
Assessing the Use of Agent-Based Models for Tobacco Regulation
ion Is the model designed to be highly abstract, with the agents, rules, and context (i.e., physical and social spaces) not meant to precisely match real world settings, behavior, and processes, or
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