System dynamics at sixty: the path forward
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DOI: 10.1002/sdr.1601
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- Florian Kapmeier & Paulo Gonçalves, 2018. "Wasted paradise? Policies for Small Island States to manage tourism‐driven growth while controlling waste generation: the case of the Maldives," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 172-221, January.
- Vince Barabba & Chet Huber & Fred Cooke & Nick Pudar & Jim Smith & Mark Paich, 2002. "A Multimethod Approach for Creating New Business Models: The General Motors OnStar Project," Interfaces, INFORMS, vol. 32(1), pages 20-34, February.
- Joshua D. Angrist & Jörn-Steffen Pischke, 2010.
"The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics,"
Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
- Joshua Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics," NBER Working Papers 15794, National Bureau of Economic Research, Inc.
- Angrist, Joshua & Pischke, Jörn-Steffen, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," IZA Discussion Papers 4800, Institute of Labor Economics (IZA).
- Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics," RatSWD Working Papers 142, German Data Forum (RatSWD).
- Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design is taking the Con out of Econometrics," CEP Discussion Papers dp0976, Centre for Economic Performance, LSE.
- Angrist, Joshua D. & Pischke, Jörn-Steffen, 2010. "The credibility revolution in empirical economics: how better research design is taking the con out of econometrics," LSE Research Online Documents on Economics 48898, London School of Economics and Political Science, LSE Library.
- Hassan Abdelbari & Kamran Shafi, 2017. "A computational Intelligence-based Method to ‘Learn’ Causal Loop Diagram-like Structures from Observed Data," System Dynamics Review, System Dynamics Society, vol. 33(1), pages 3-33, January.
- Christian Erik Kampmann & John D. Sterman, 2014. "Do markets mitigate misperceptions of feedback?," System Dynamics Review, System Dynamics Society, vol. 30(3), pages 123-160, July.
- James Agarwal & Wayne DeSarbo & Naresh K. Malhotra & Vithala Rao, 2015. "An Interdisciplinary Review of Research in Conjoint Analysis: Recent Developments and Directions for Future Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 2(1), pages 19-40, March.
- Gourieroux, C & Monfort, A & Renault, E, 1993.
"Indirect Inference,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 85-118, Suppl. De.
- Gourieroux, C. & Monfort, A. & Renault, E., 1992. "Indirect Inference," Papers 92.279, Toulouse - GREMAQ.
- James Rogers & Edward J. Gallaher & David Dingli, 2018. "Personalized ESA doses for anemia management in hemodialysis patients with end‐stage renal disease," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 121-153, January.
- Rogelio Oliva, 2016. "Structural dominance analysis of large and stochastic models," System Dynamics Review, System Dynamics Society, vol. 32(1), pages 26-51, January.
- Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
- Barlas, Yaman, 1989. "Multiple tests for validation of system dynamics type of simulation models," European Journal of Operational Research, Elsevier, vol. 42(1), pages 59-87, September.
- Niyousha Hosseinichimeh & Hazhir Rahmandad & Mohammad S. Jalali & Andrea K. Wittenborn, 2016. "Estimating the parameters of system dynamics models using indirect inference," System Dynamics Review, System Dynamics Society, vol. 32(2), pages 154-178, April.
- Karen Minyard & Tina A. Smith & Richard Turner & Bobby Milstein & Lori Solomon, 2018. "Community and programmatic factors influencing effective use of system dynamic models," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 154-171, January.
- P.J. Lamberson, 2016. "Winner-take-all or long tail? A behavioral model of markets with increasing returns," System Dynamics Review, System Dynamics Society, vol. 32(3-4), pages 233-260, July.
- Cronin, Matthew A. & Gonzalez, Cleotilde & Sterman, John D., 2009. "Why don't well-educated adults understand accumulation? A challenge to researchers, educators, and citizens," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(1), pages 116-130, January.
- Saleh, Mohamed & Oliva, Rogelio & Kampmann, Christian Erik & Davidsen, Pål I., 2010. "A comprehensive analytical approach for policy analysis of system dynamics models," European Journal of Operational Research, Elsevier, vol. 203(3), pages 673-683, June.
- McFadden, Daniel, 1989.
"A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration,"
Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
- Daniel McFadden, 1987. "A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration," Working papers 464, Massachusetts Institute of Technology (MIT), Department of Economics.
- Sierra Woodruff & Todd K. BenDor & Aaron L. Strong, 2018. "Fighting the inevitable: infrastructure investment and coastal community adaptation to sea level rise," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 48-77, January.
- Leamer, Edward E, 1983.
"Let's Take the Con Out of Econometrics,"
American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
- Edward E. Leamer, 1982. "Let's Take the Con Out of Econometrics," UCLA Economics Working Papers 239, UCLA Department of Economics.
- John D. Sterman, 1987. "Testing Behavioral Simulation Models by Direct Experiment," Management Science, INFORMS, vol. 33(12), pages 1572-1592, December.
- Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
- Jeroen Struben & John D Sterman, 2008. "Transition Challenges for Alternative Fuel Vehicle and Transportation Systems," Environment and Planning B, , vol. 35(6), pages 1070-1097, December.
- Arash Baghaei Lakeh & Navid Ghaffarzadegan, 2015. "Does analytical thinking improve understanding of accumulation?," System Dynamics Review, System Dynamics Society, vol. 31(1-2), pages 46-65, January.
- Kimberly M. Thompson & Radboud J. Duintjer Tebbens & Mark A. Pallansch & Steven G.F. Wassilak & Stephen L. Cochi, 2015. "Polio Eradicators Use Integrated Analytical Models to Make Better Decisions," Interfaces, INFORMS, vol. 45(1), pages 5-25, February.
- Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
- Arash Baghaei Lakeh & Navid Ghaffarzadegan & Luis Luna-Reyes, 2016. "The dual-process theory and understanding of stocks and flows," System Dynamics Review, System Dynamics Society, vol. 32(3-4), pages 309-331, July.
- Hazhir Rahmandad & John Sterman, 2008. "Heterogeneity and Network Structure in the Dynamics of Diffusion: Comparing Agent-Based and Differential Equation Models," Management Science, INFORMS, vol. 54(5), pages 998-1014, May.
- Andrew Ford, 2018. "Simulating systems with fast and slow dynamics: lessons from the electric power industry," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 222-254, January.
- Felicjan Rydzak & Paul A. Monus, 2018. "Shaping organizational network structure to enable sustainable transformation," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 255-283, January.
- John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
- Sebastián Villa & Paulo Gonçalves & Santiago Arango, 2015. "Exploring retailers' ordering decisions under delays," System Dynamics Review, System Dynamics Society, vol. 31(1-2), pages 1-27, January.
- John D. Sterman & Nelson P. Repenning & Fred Kofman, 1997. "Unanticipated Side Effects of Successful Quality Programs: Exploring a Paradox of Organizational Improvement," Management Science, INFORMS, vol. 43(4), pages 503-521, April.
- Sterman, John D., 1989. "Misperceptions of feedback in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(3), pages 301-335, June.
- Michael Shayne Gary & Robert E. Wood, 2016. "Unpacking mental models through laboratory experiments," System Dynamics Review, System Dynamics Society, vol. 32(2), pages 99-127, April.
- David R. Keith & John D. Sterman & Jeroen Struben, 2017. "Supply constraints and waitlists in new product diffusion," System Dynamics Review, System Dynamics Society, vol. 33(3-4), pages 254-279, July.
- Sterman, John., 1994. "Learning in and about complex systems," Working papers 3660-94., Massachusetts Institute of Technology (MIT), Sloan School of Management.
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