A small-scale agent-based model of institutional and technological change
This article develops a small-scale evolutionary agent-based model to investigate the interplay between heterogeneous agents, institutions and technological change. By acknowledging the concept of behavioural dispositions, we differentiate between changers, neutrals, and deniers. The composition of...
Gespeichert in:
Veröffentlicht in: | Communications in nonlinear science & numerical simulation 2023-01, Vol.116, p.106865, Article 106865 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | This article develops a small-scale evolutionary agent-based model to investigate the interplay between heterogeneous agents, institutions and technological change. By acknowledging the concept of behavioural dispositions, we differentiate between changers, neutrals, and deniers. The composition of the population is endogenously determined taking into account that reasoning is context-dependent. As we increase the degree of interaction between agents, a bi-modal distribution with two different basins of attraction emerges: one around an equilibrium with the majority of the population supporting innovative change, and another with most agents being suspicious of innovation. Neutral agents play an important role as an element of resilience. Conditional on their share in equilibrium, an increase in the response of the respective probability functions to growth results in a super-critical Hopf-bifurcation, followed by the emergence of persistent fluctuations. Numerical experiments on the basin of attraction also reveal the birth of an additional periodic attractor. A long-run cycle of technological and institutional change may coexist with locally stable fixed points. Our results indicate that economies are more likely to be path-dependent than what conventional approaches usually admit.
•We develop a small-scale ABM to study institutional and technological change.•The model differentiates between changers, neutrals, and deniers.•Conditional to the strength of their interactions, two different basins of attraction emerge.•Persistent fluctuations follow from a super-critical Hopf bifurcation.•The two locally stable equilibria attract the unstable separatrices of the saddle.•We show numerically this result leads to an additional periodic orbit. |
---|---|
ISSN: | 1007-5704 1878-7274 |
DOI: | 10.1016/j.cnsns.2022.106865 |