Title
Analyzing K-12 Education as a Complex System.
Abstract
Schools and school districts are complex, dynamic systems affected by numerous factors, from individuals’ attributes to federal policies. In this paper, a modeling framework is presented for modeling a school as a complex system. An agent-based modeling strategy is developed such that users may better understand the attributes and relationships that may cause an intervention to succeed or fail. The system state change, including agents’ attributes and their relationships, is modeled as a Discrete Time Markov Chain (DTMC). The modeling framework is demonstrated through a case study of a high school where an ‘Engineers Without Borders’ chapter is founded.
Year
DOI
Venue
2014
10.1016/j.procs.2014.03.046
Procedia Computer Science
Keywords
Field
DocType
Agent-based modeling,Simulation,Education,K-12,School Reform
Data mining,Computer science,Markov chain,Discrete time and continuous time,Management science,Dynamical system
Conference
Volume
ISSN
Citations 
28
1877-0509
1
PageRank 
References 
Authors
0.40
1
3
Name
Order
Citations
PageRank
Pratik Mital131.13
Roxanne Moore210.73
Donna Llewellyn310.40