Micro-to-Macro Simulation: A Primer with a Labor Market Example
- (pp. 99-116)
AbstractSimulation models, now widely used in the physical sciences, can also help economists in depicting the actions and interactions of individuals and firms through time. This article provides an introduction to microsimulation: how it works, how to do it, its potential, and its drawbacks. It then allows readers, even those with no experience in computer programming, to work through the details of a simple microsimulation model. Readers can put this model on their PCs, watch it run through its paces, and experiment with their own modifications. With this model as an example, it should be fairly easy to create programs for new models on other subjects for use in theoretical exploration, empirical research, or classroom demonstrations. The demonstration model I present depicts the experience of individual workers during recession and recovery in the labor market. As the model runs, its internal "Census Bureau" performs surveys on the microlevel, and sums up to macrolevel variables. The model is simple, but it has some interesting applications. After explaining how to set it up, I use it to explore the effect of unemployment insurance on the level of unemployment and to point up a common fallacy in current labor market literature.
Citation1990. "Micro-to-Macro Simulation: A Primer with a Labor Market Example." Journal of Economic Perspectives, 4(1): 99-116. DOI: 10.1257/jep.4.1.99
- 824 Labor Market Studies, Wages, Employment--General
- 212 Construction, Analysis, and Use of Econometric Models