Premium
Determining intervention thresholds that change output behavior patterns
Author(s) -
Walrave Bob
Publication year - 2016
Publication title -
system dynamics review
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.491
H-Index - 57
eISSN - 1099-1727
pISSN - 0883-7066
DOI - 10.1002/sdr.1564
Subject(s) - intervention (counseling) , key (lock) , computer science , exploit , variable (mathematics) , process (computing) , range (aeronautics) , dynamics (music) , post hoc , outcome (game theory) , system dynamics , machine learning , artificial intelligence , mathematics , psychology , computer security , engineering , medicine , mathematical analysis , pedagogy , dentistry , mathematical economics , psychiatry , aerospace engineering , operating system
This paper details a semi‐automated method that can calculate intervention thresholds—that is, the minimum required intervention sizes, over a given timeframe, that result in a desired change in a system's output behavior pattern. The method exploits key differences in atomic behavior profiles that exist between classifiable pre‐ and post‐intervention behavior patterns. An automated process of systematic adjustment of the intervention variable, while monitoring the key difference, identifies the intervention thresholds. The results, in turn, can be studied and presented in intervention threshold graphs in combination with final runtime graphs. Overall, this method allows modelers to move beyond ad hoc experimentation and develop a better understanding of intervention dynamics. This article presents an application of the method to the well‐known World 3 model, which helps demonstrate both the procedure and its benefits. © 2017 The Authors. System Dynamics Review published by John Wiley & Sons Ltd on behalf of System Dynamics Society