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Elsenbroich, Corinna; Badham, Jennifer – International Journal of Social Research Methodology, 2023
Agent-based models combine data and theory during both development and use of the model. As models have become increasingly data driven, it is easy to start thinking of agent-based modelling as an empirical method, akin to statistical modelling, and reduce the role of theory. We argue that both types of information are important where the past is…
Descriptors: Models, Futures (of Society), Research Methodology, Systems Approach
Stroup, Walter M.; Wilensky, Uri – Technology, Knowledge and Learning, 2014
Placed in the larger context of broadening the engagement with systems dynamics and complexity theory in school-aged learning and teaching, this paper is intended to introduce, situate, and illustrate--with results from the use of network supported participatory simulations in classrooms--a stance we call "embedded complementarity" as an…
Descriptors: Systems Approach, Logical Thinking, STEM Education, Learning

Opel, William – SRA Journal of the Society of Research Administrators, 1993
Systems dynamics, a computer-based tool for visualizing how parts of an organization work together over time, is a valuable tool in administrative decision making. Feedback loops among elements mimic complicated behavior in real or imagined situations. An experiment using the technique with a simple research funding model validated its utility.…
Descriptors: Computer Oriented Programs, Decision Making, Financial Support, Higher Education

Rowley, Kurt; Hudzina, Marilyn – International Journal of Educational Reform, 1995
Describes a Mega Planning simulation using a complete strategic planning process aimed at reinventing U.S. public education systems. The process involved scoping (developing the ideal mission, assessing mega-needs, and deriving mission objectives); planning (deriving the mission profile, performing function analyses, and evaluating performance…
Descriptors: Educational Change, Elementary Secondary Education, Global Approach, Institutional Mission
O'Brien-Pallas, Linda; Birch, Stephen; Baumann, Andrea; Murphy, Gail Tomblin – 2001
The feasibility of integrated health human resources planning (IHHRP) was examined. The analysis focused on the following topics: ways of integrating labor market indicators into service planning; whether planning is sufficiently responsive and flexible to retain relevance and validity in rapidly changing health systems; different models and…
Descriptors: Computer Oriented Programs, Context Effect, Delivery Systems, Economic Change