Elements of the system dynamics method

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Weitere Verfasser: Randers, Jørgen 1945- (HerausgeberIn)
Format: Buch
Sprache:English
Veröffentlicht: Cambridge, Mass.[u.a. ] Productivity Press 1980
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Datensatz im Suchindex

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adam_text Contents List of Contributors XV Introduction xvii Published Works in System Dynamics xxiii Parti Paradigm System Dynamics and Scientific Method 3 James A. Bell and James F. Bell 1.1 Introduction 3 1.2 Functions of Method 4 1.3 Historical Perspective 6 1.4 Pros and Cons of Instrumentalism, Paradigmism, Refutationism 16 1.5 Conclusions 20 Note 21 References 21 The Unavoidable A Priori 23 Donella H. Meadows 2.1 Introduction 23 2.2 The Preconceptions of Modeling 25 2.3 Categories of Modeling Methods 27 viii Contents 2.4 Two Modeling Schools 30 2.5 Paradigm Conflict 46 2.6 Conclusion 55 Note 56 References 56 Part II Applied Principles How Differences in Analytic Paradigms Can Lead to Differences in Policy Conclusions 61 David F. Andersen 3.1 Introduction 61 3.2 A Conceptual Framework for Understanding the Influence of Alternative Paradigms 62 3.3 Modeling Retirement Policies within the Enlisted U.S. Military Force 64 3.4 The Coleman Report on Equality of Educational Opportunity 68 3.5 Summary 73 Notes 74 References 74 The Multiplier-Accelerator Model of Business Cycles Interpreted from a System Dynamics Perspective 76 Gilbert W. Low 4.1 Introduction 76 4.2 Critique of the Multiplier-Accelerator Model 78 4.3 Revision of the Multiplier-Accelerator Model to Incorporate Information and Physical Accumulations 82 Contents 4.4 Conclusions 89 Notes 91 References 92 Appendix: DYNAMO Equation Listing of Revised Multiplier-Accelerator Model Used to Produce Figure 4.6 94 Stock and Flow Variables and the Dynamics of Supply and Demand 95 Nathaniel J. Mass 5.1 Introduction 95 5.2 Influence of Stock Variables on Dynamic Economic Behavior 97 5.3 Conclusions 111 Notes 111 References 112 Part III Conceptualization Guidelines for Model Conceptualization 117 Jørgen Randers 6.1 Introduction 117 6.2 The Process of Modeling 118 6.3 The Social Process as a Basis for Model Conceptualization 120 6.4 The Reference Mode as a Guide to Model Structure 121 6.5 Generalized Testing as a Guide in Model Improvement 127 6.6 The Recommended Procedure 130 6.7 Common Mistakes and Some Guidelines 136 Notes 138 Part IV Formulation Parameter Estimation in System Dynamics Modeling 143 Alan K. Graham 7.1 Introduction 143 7.2 Estimation Using Data below Level of Aggregation of Model Variables 144 7.3 Estimation Using a Model Equation 151 7.4 Estimation Using Multiple Equations 154 7.5 Conclusions 157 References 159 Appendix: Model Equations 161 Estimating Lengths and Orders of Delays in System Dynamics Models 162 Margaret S. Hamilton 8.1 Introduction 162 8.2 Types of Delays 163 8.3 General Formulation of the Problem 165 8.4 Estimation Techniques 166 8.5 Empirical Estimations 173 8.6 Choosing an Estimation Technique 176 8.7 Validation 177 Notes 181 References 182 Part V Testing Sensitivity Analysis in System Dynamics 185 Carsten Tank-Nielsen 9.1 Introduction 185 Contents 9.2 The Objectives 186 9.3 Types of Model Changes in Sensitivity Analysis 189 9.4 The Interpretation of Model Response to Changes 193 9.5 Sensitivity Analysis in the Process of System Dynamics Modeling 194 9.6 Finál Remarks 197 Notě 201 References 201 Alternative Tests for Selecting Model Variables 203 Nathaniel J. Mass and Peter M. Senge 10.1 Introduction 203 10.2 Statistical Tests for the Selection of Model Variables 204 10.3 Model-Behavior Tests for the Selection of Model Variables 207 10.4 A Case Study in Selecting Model Variables 210 10.5 Applications of Model-Behavior Testing to Alternative Theories of Social Behavior 217 10.6 Conclusions 218 Notes 220 References 221 Statistical Tools for System Dynamics 224 David W. Peterson 11.1 New Capabilities for System Dynamics 224 11.2 GPSIE Implementation 238 11.3 Conclusions 239 Note 239 References 239 Appendix: Mathematical Definitions 241 Contents xii Part VI Implementation Managerial Sketches of the Steps of Modeling 247 Jennifer M. Robinson 12.1 Introduction 247 12.2 Preconceptions 248 12.3 Establishing Contact 251 12.4 Conceptualization 253 12.5 Construction 259 12.6 Testing 260 12.7 Documentation 263 12.8 Implementation 265 Note 267 References 267 The Evolution of an Approach for Achieving Implemented Results from System Dynamics Projects 269 Henry Birdseye Weil 13.1 A Review of the Implementation Problem 269 13.2 Three Implementation Case Studies 271 13.3 Conclusions 284 Notes 287 References 289 A Modeling Procedure for Public Policy 290 Lennart Stenberg 14.1 Introduction 290 14.2 History of the Project 294 14.3 The Modeling Process 298 14 Contents 14.4 Reference Groups ЗОЇ 14.5 Information Sources 303 14.6 Recommendations 305 Notes 310 References 310 Index 313 xiii
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publishDate 1980
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record_format marc
spellingShingle Elements of the system dynamics method
Systemtheorie (DE-588)4058812-9 gnd
System Dynamics (DE-588)4058802-6 gnd
subject_GND (DE-588)4058812-9
(DE-588)4058802-6
(DE-588)1071861417
title Elements of the system dynamics method
title_auth Elements of the system dynamics method
title_exact_search Elements of the system dynamics method
title_full Elements of the system dynamics method ed. by Jørgen Randers
title_fullStr Elements of the system dynamics method ed. by Jørgen Randers
title_full_unstemmed Elements of the system dynamics method ed. by Jørgen Randers
title_short Elements of the system dynamics method
title_sort elements of the system dynamics method
topic Systemtheorie (DE-588)4058812-9 gnd
System Dynamics (DE-588)4058802-6 gnd
topic_facet Systemtheorie
System Dynamics
Konferenzschrift 1976 Geilo
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017440114&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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