Published May 2010 | Version v1
Journal article

How to do structural validity of a system dynamics type simulation model: The case of an energy policy model

  • 1. School of Administrative Studies, York University, 282 Atkinson, 4700 Keele Street, Toronto, ON, M3J 1P3 (Canada)
  • 2. College of Business Administration, Konkuk University, 1 Hwayang-dong, Gwangjin-gu, Seoul 143-701 (Korea, Republic of)

Description

System dynamics based simulation models are becoming increasingly popular in the analysis of important energy policy issues including global warming, deregulation, conservation and efficiency. The usefulness of these models is predicated on their ability to link observable patterns of behavior of a system to micro-level structures. This paper argues that the structural validity of the simulation model-right behavior for the right reasons-is a stringent measure to build confidence in a simulation model regardless of how well the model passes behavior validity tests. That leads to an outline of formal structural validity procedures available but less explored in system dynamics modeling 'repertoire'. An illustration of a set of six tests for structural validity of a system dynamics model for energy policy analysis follows. Then using Theil inequality statistics, the behavior validity of the model is also tested. Finally, some conclusions on the increased appeal for simulation models for energy policy analysis and design are presented.

Availability note (English)

Available from http://dx.doi.org/10.1016/j.enpol.2009.12.009

Additional details

Identifiers

DOI
10.1016/j.enpol.2009.12.009;
PII
S0301-4215(09)00946-X;

Publishing Information

Journal Title
Energy Policy
Journal Volume
38
Journal Issue
5
Journal Page Range
p. 2216-2224
ISSN
0301-4215
CODEN
ENPYAC

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
41087633
Subject category
S29: ENERGY PLANNING, POLICY AND ECONOMY;
Descriptors DEI
DEREGULATION; ENERGY CONSERVATION; ENERGY EFFICIENCY; ENERGY POLICY; GREENHOUSE EFFECT; SIMULATION; STATISTICS
Descriptors DEC
CLIMATIC CHANGE; EFFICIENCY; GOVERNMENT POLICIES; MATHEMATICS

Optional Information

Copyright
Copyright (c) 2009 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.