This article develops a causal model that explains AI transformation in a university. We identify important variables and their relationships and map multiple reinforcing and balancing feedback loops accounting for the forces that drive the AI transformation and their impact on value creation in a typical higher education institution.
Continue readingCategory Archives: Uncategorized
Feedback Economics
This book examines economic problems from the systems thinking and feedback perspectives. By using system dynamics methods and computer simulation models, the contributors apply feedback analysis and dynamic simulation modeling to local, national, and global economic issues and concerns.
More at Springer
Violent Radicalization: A Systems Perspective
These articles examine from the systems perspective root causes of violent radicalization, its profiles, contingencies and how to counter it.
Continue readingUnsanctioned Music Sharing on Peer-to-Peer Networks
A new technology in the early 2000s, peer-to-peer (P2P) networks made massive unsanctioned music exchange possible, which had a profound effect on the recording industry. Record labels responded to the emergence of online music-sharing networks with litigation and “self-help measures.” This project adds to our understanding of the conflict within the commercial music industry. We conduct an institutional analysis of the conflict by extending pattern modeling with a formal resource-based model of a representative P2P network. To build the model, we use the system dynamics methodology. The model accounts for complex causal interactions between resources such as bandwidth and music files, private provision of common goods, free-riding, and membership dynamics. In a series of experiments that emulate the offensive against music-sharing networks, our analysis shows that due to the feedback effects, P2P systems might be quite resilient to outside attempts to disrupt them through technical or legal means. The experiments also demonstrate that policies against unsanctioned music exchanges on P2P networks rank differently in their effectiveness based on a selected yardstick.