Model calibration as a testing strategy for system dynamics models

The fifth discipline, the art and practice of the learning organization

Senge, P. M. (1991) · Performance + Instruction · doi:10.1002/pfi.4170300510 · Cited by 20,060

Untitled work

(1979) · Medical Entomology and Zoology · Cited by 11,252

Untitled work

(2000) · University of Maribor digital library (University of Maribor) · Cited by 9,354

THE STRUCTURE OF SCIENTIFIC REVOLUTIONS

McGuire, J. E. (1963) · Philosophical Books · doi:10.1111/j.1468-0149.1963.tb00813.x · Cited by 8,547

Regression Models for Categorical and Limited Dependent Variables.

MTW, & Long, J. S. (1997) · Journal of the American Statistical Association · doi:10.2307/2965458 · Cited by 6,891

A Behavioral Theory of the FirmPreprint

Cyert, R. M., & March, J. G. (1963) · SSRN Electronic Journal · Cited by 6,490

Systems Thinking, Systems Practice

Checkland, P. B. (1981) · Cumulative Index of Computer Aided Architectural Design · Cited by 6,256

The Structure of Scientific Revolutions

Hedesan, J., & Tendler, J. (2017) · Macat Library eBooks · doi:10.4324/9781912281589 · Cited by 5,450

Regression Models for Categorical and Limited Dependent Variables

Calvin, J. A., & Long, J. S. (1998) · Technometrics · doi:10.2307/1271407 · Cited by 5,290

Richard M. Cyert & James G. March, A Behavioral Theory of The Firm, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1963, 332 s.

Johnsen, E. (1964) · Ledelse & erhvervsøkonomi · Cited by 4,996

Falsification and the Methodology of Scientific Research Programmes

Lakatos, I. (1970) · Criticism and the Growth of Knowledge · doi:10.1017/cbo9781139171434.009 · Cited by 4,649

A Guide to Econometrics

Kennedy, P. (1979) · Cited by 4,340

Falsification and the Methodology of Scientific Research Programmes

Lakatos, I. (1976) · Can Theories be Refuted? · doi:10.1007/978-94-010-1863-0_14 · Cited by 3,915

Systems thinking, systems practice

(1982) · European Journal of Operational Research · doi:10.1016/0377-2217(82)90206-5 · Cited by 3,579

Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences

Орескес, Н., Shrader‐Frechette, K., & Belitz, K. (1994) · Science · doi:10.1126/science.263.5147.641 · Cited by 3,026

A Behavioral Theory of the Firm

Baumöl, W. J., Cyert, R. M., & March, J. G. (1964) · Journal of Marketing Research · doi:10.2307/3150326 · Cited by 3,009

Imre Lakatos and Musgrave Alan (eds.). Criticism and the growth of knowledge. Cambridge: Cambridge University Press, 1970. 282 pp. np.

Lehman, H. (1972) · Philosophy of Science · doi:10.1086/288419 · Cited by 3,008

Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment

Sterman, J. D. (1989) · Management Science · doi:10.1287/mnsc.35.3.321 · Cited by 2,533

Applied Statistical Decision Theory

Lindley, D. V., Raiffa, H., & Schlaifer, R. (1962) · Econometrica · doi:10.2307/1909900 · Cited by 2,183

System Dynamics: Systems Thinking and Modeling for a Complex World

Sterman, J. D. (2002) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 1,734

Applied Statistical Decision Theory.

Roberts, H. V., Raiffa, H., & Schlaifer, R. (1962) · Journal of the American Statistical Association · doi:10.2307/2282452 · Cited by 1,466

A model of adaptive organizational search

Levinthal, D. A., & March, J. G. (1981) · Journal of Economic Behavior & Organization · doi:10.1016/0167-2681(81)90012-3 · Cited by 1,316

Learning in and about complex systems

Sterman, J. D. (1994) · System Dynamics Review · doi:10.1002/sdr.4260100214 · Cited by 1,279

Uncertain dynamic systems

Schweppe, F. C. (1973) · Medical Entomology and Zoology · Cited by 1,275

Applied Economic Forecasting

Ruist, E., & Theil, H. (1967) · Ekonomisk Tidskrift · doi:10.2307/3439127 · Cited by 1,224

Introduction to System Dynamics Modeling with DYNAMO

Richardson, G. P., & Pugh, A. L. (1997) · Journal of the Operational Research Society · doi:10.1038/sj.jors.2600961 · Cited by 681

Systems thinking and organizational learning: Acting locally and thinking globally in the organization of the future

Senge, P. M., & Sterman, J. D. (1992) · European Journal of Operational Research · doi:10.1016/0377-2217(92)90011-w · Cited by 549

Aspiration Level Adaptation: An Empirical Exploration

Lant, T. K. (1992) · Management Science · doi:10.1287/mnsc.38.5.623 · Cited by 521

PROCEEDINGS OF THE 1997 WINTER SIMULATION CONFERENCE

Healy, K. J. (1997) · Cited by 509

A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1

Kleijnen, J. P. C., & Sargent, R. G. (2000) · European Journal of Operational Research · doi:10.1016/s0377-2217(98)00392-0 · Cited by 502

Cutting Corners and Working Overtime: Quality Erosion in the Service Industry

Oliva, R., & Sterman, J. D. (2001) · Management Science · doi:10.1287/mnsc.47.7.894.9807 · Cited by 493

Decision science or decision-aid science?

Roy, B. (1993) · European Journal of Operational Research · doi:10.1016/0377-2217(93)90312-b · Cited by 484

Multiple tests for validation of system dynamics type of simulation models

Barlas, Y. (1989) · European Journal of Operational Research · doi:10.1016/0377-2217(89)90059-3 · Cited by 440

Introduction to System Dynamics Modeling with DYNAMO

Lane, D. (1997) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2600961 · Cited by 439

System Enquiry: A System Dynamics Approach

Peck, S., & Wolstenholme, E. (1991) · Journal of the Operational Research Society · doi:10.2307/2583422 · Cited by 347

Modeling For Learning Organizations

Senge, P. M., Forrester, J. W., Bodek, N., Morecroft, J., Asay, D., Sterman, J. D., & de Geus, A. P. (1994) · Cited by 295

Criticism and the growth of knowledge

Finocchiaro, M. A. (1973) · Studies in History and Philosophy of Science Part A · doi:10.1016/0039-3681(73)90016-2 · Cited by 290

Applied Economic Forecasting

Plessis, T. A. D. (1967) · South African Journal of Economics · doi:10.1111/j.1813-6982.1967.tb01938.x · Cited by 284

Philosophical roots of model validation: Two paradigms

Barlas, Y., & Carpenter, S. R. (1990) · System Dynamics Review · doi:10.1002/sdr.4260060203 · Cited by 273

Elements of the System Dynamics Method

Lane, D. (1997) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2600456 · Cited by 254

Feature Article—Decision-Aiding Models: Validation, Assessment, and Related Issues for Policy Analysis

Gass, S. I. (1983) · Operations Research · doi:10.1287/opre.31.4.603 · Cited by 224

Best practices in system dynamics modeling

Martinez‐Moyano, I. J., & Richardson, G. P. (2013) · System Dynamics Review · doi:10.1002/sdr.1495 · Cited by 223

Rationality in the Analysis of Behavioral Simulation Models

Morecroft, J. (1985) · Management Science · doi:10.1287/mnsc.31.7.900 · Cited by 219

Executive knowledge, models and learning

Morecroft, J. (1992) · European Journal of Operational Research · doi:10.1016/0377-2217(92)90004-s · Cited by 214

Validation of Simulation Results

Horn, R. L. V. (1971) · Management Science · doi:10.1287/mnsc.17.5.247 · Cited by 191

System dynamics and microworlds for policymakers

Morecroft, J. (1988) · European Journal of Operational Research · doi:10.1016/0377-2217(88)90221-4 · Cited by 190

Active Nonlinear Tests (ANTs) of Complex Simulation Models

Miller, J. H. (1998) · Management Science · doi:10.1287/mnsc.44.6.820 · Cited by 180

Group model-building to facilitate organizational change: an exploratory study

Vennix, J. A. M., Akkermans, H. A., & Rouwette, E. A. J. A. (1996) · System Dynamics Review · doi:10.1002/(sici)1099-1727(199621)12:1 · Cited by 173

Modeling for Learning Organizations

Lane, D. C., Morecroft, J., & Sterman, J. D. (1995) · Journal of the Operational Research Society · doi:10.1057/jors.1995.111 · Cited by 166

Social theory and system dynamics practice

Lane, D. C. (1999) · European Journal of Operational Research · doi:10.1016/s0377-2217(98)00192-1 · Cited by 165

Introduction to System Dynamics Modeling

Pugh, A. L., & Richardson, G. P. (1981) · Cited by 165

“The” model versus a modeling “process”

Forrester, J. W. (1985) · System Dynamics Review · doi:10.1002/sdr.4260010112 · Cited by 158

System dynamics: Portraying bounded rationality

Morecroft, J. (1983) · Omega · doi:10.1016/0305-0483(83)90002-6 · Cited by 149

Sensitivity analysis and optimization of system dynamics models: Regression analysis and statistical design of experiments

Kleijnen, J. P. C. (1995) · System Dynamics Review · doi:10.1002/sdr.4260110403 · Cited by 108

The Myth of Objectivity OR Why Science Needs a New Psychology of Science

Mitroff, I. I. (1972) · Management Science · doi:10.1287/mnsc.18.10.b613 · Cited by 105

Learning In and About Complex Systems

Sterman, J. D. (2000) · Reflections The SoL Journal · doi:10.1162/152417300570050 · Cited by 79

Tradeoffs in Responses to Work Pressure in the Service Industry

Oliva, R. (2001) · California Management Review · doi:10.2307/41166099 · Cited by 55

A foundational concept of science appropriate for validation in operational research

Miser, H. J. (1993) · European Journal of Operational Research · doi:10.1016/0377-2217(93)90313-c · Cited by 48

Tradeoffs in responses to work pressure in the service industry

Oliva, R. (2002) · IEEE Engineering Management Review · doi:10.1109/emr.2002.1022405 · Cited by 42

Structure, data, and compelling conclusions: notes from the field

Homer, J. B. (1997) · System Dynamics Review · doi:10.1002/(sici)1099-1727(199724)13:4 · Cited by 38

Economic Issues for the Eighties

(1980) · Indian Journal of Public Administration · doi:10.1177/0019556119800339 · Cited by 37

Statistical estimation of feedback models

Senge, P. M. (1977) · SIMULATION · doi:10.1177/003754977702800606 · Cited by 28

Modeling muddles: Validation beyond the numbers

Smith, J. H. (1993) · European Journal of Operational Research · doi:10.1016/0377-2217(93)90315-e · Cited by 13

Economic issues of the eighties

Day, R. H. (1981) · Journal of Macroeconomics · doi:10.1016/0164-0704(81)90027-6 · Cited by 10

Using fit-constrained Monte Carlo trials to quantify confidence in simulation model outcomes

Graham, A. K., Choi, C. Y., & Mullen, T. W. (2003) · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · doi:10.1109/hicss.2002.994028 · Cited by 8

Proceedings of the 20th International Conference of the System Dynamics Society, July 28-August 1, 2002, Palermo, Italy

Davidsen, P. I. (2002) · Medical Entomology and Zoology · Cited by 1

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

Qudrat‐Ullah, H., & Seong, B. S. (2009) · Energy Policy · doi:10.1016/j.enpol.2009.12.009 · Cited by 337

An overview of the system dynamics process for integrated modelling of socio-ecological systems: Lessons on good modelling practice from five case studies

Elsawah, S., Pierce, S. A., Hamilton, S. H., van Delden, H., Haase, D., Elmahdi, A., & Jakeman, A. J. (2017) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2017.03.001 · Cited by 268

A formal, computational theory of multiple-goal pursuit: Integrating goal-choice and goal-striving processes.

Vancouver, J. B., Weinhardt, J. M., & Schmidt, A. M. (2010) · Journal of Applied Psychology · doi:10.1037/a0020628 · Cited by 212

Calibrating Detailed Building Energy Simulation Programs with Measured Data—Part I: General Methodology (RP-1051)

Reddy, T. A., Maor, I., & Panjapornpon, C. (2007) · Science and Technology for the Built Environment · doi:10.1080/10789669.2007.10390952 · Cited by 195

The impact of global climate change on water quantity and quality: A system dynamics approach to the US–Mexican transborder region

Durán-Encalada, J. A., Paucar‐Caceres, A., Bandala, E. R., & Wright, G. H. (2016) · European Journal of Operational Research · doi:10.1016/j.ejor.2016.06.016 · Cited by 177

1 AUTOMATED DYNAMIC PATTERN TESTING, PARAMETER CALIBRATION AND POLICY IMPROVEMENT1

Boğ, S., & Barlas, Y. (2015)

Testing Methods on System Dynamics: A Model of Reliability, Average Reliability, and Demand of Service

Mudjahidin, Hendrawan, R. A., Aristio, A. P., Buliali, J. L., & Yuniarto, M. N. (2019) · Procedia Computer Science · doi:10.1016/j.procs.2019.11.206 · Cited by 13

Tests for Confidence Building

Bala, B. K., Arshad, F. M., & Noh, K. M. (2016) · Springer texts in business and economics · doi:10.1007/978-981-10-2045-2_6 · Cited by 2

Tests of Model Behavior that can Detect Structural Flaws: Demonstration with Simulation Experiments

Barlas, Y. (1989) · Springer eBooks · doi:10.1007/978-3-642-74946-9_24 · Cited by 25

Levels of Confidence in System Dynamics Modeling: A Pragmatic Approach to Assessment of Dynamic Models

Zagonel, A. A., & Corbet, T. F. (2014)