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Why don't well-educated adults understand accumulation? A challenge to researchers, educators, and citizens

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Cited by:

  1. Andreas Größler & Inge Bleijenbergh & Jac Vennix & Marleen McCardle-Keurentjes, 2017. "Effect of Delay Order on Estimation Quality—Experimental Evidence on the Tendency to Consider Continuous Delays as Discrete Delays," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(1), pages 109-127, January.
  2. Becker, Kai Helge, 2016. "An outlook on behavioural OR – Three tasks, three pitfalls, one definition," European Journal of Operational Research, Elsevier, vol. 249(3), pages 806-815.
  3. Varun Dutt & Cleotilde Gonzalez, 2013. "Enabling Eco-Friendly Choices by Relying on the Proportional-Thinking Heuristic," Sustainability, MDPI, vol. 5(1), pages 1-15, January.
  4. David C. Lane & Birgit Kopainsky & David C. Lane, 2017. "‘Behavioural System Dynamics’: A Very Tentative and Slightly Sceptical Map of the Territory," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(4), pages 414-423, July.
  5. Sabrina Kirschke & Jens Newig, 2017. "Addressing Complexity in Environmental Management and Governance," Sustainability, MDPI, vol. 9(6), pages 1-18, June.
  6. 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.
  7. Hazhir Rahmandad & Nelson Repenning, 2016. "Capability erosion dynamics," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 649-672, April.
  8. Arthur Kary & Guy E. Hawkins & Brett K. Hayes & Ben R. Newell, 2017. "A Bayesian latent mixture model approach to assessing performance in stock-flow reasoning," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 12(5), pages 430-444, September.
  9. Tarek Abdel-Hamid & Felix Ankel & Michele Battle-Fisher & Bryan Gibson & Gilberto Gonzalez-Parra & Mohammad Jalali & Kirsikka Kaipainen & Nishan Kalupahana & Ozge Karanfil & Achla Marathe & Brian Mart, 2014. "Public and health professionals’ misconceptions about the dynamics of body weight gain/loss," System Dynamics Review, System Dynamics Society, vol. 30(1-2), pages 58-74, January.
  10. Paulo Gonçalves, 2022. "Back to basics: fundamental principles of system dynamics and queueing theory," System Dynamics Review, System Dynamics Society, vol. 38(1), pages 81-92, January.
  11. Radboud J. Duintjer Tebbens & Kimberly M. Thompson, 2009. "Priority Shifting and the Dynamics of Managing Eradicable Infectious Diseases," Management Science, INFORMS, vol. 55(4), pages 650-663, April.
  12. Turner, Benjamin L., 2020. "Model laboratories: A quick-start guide for design of simulation experiments for dynamic systems models," Ecological Modelling, Elsevier, vol. 434(C).
  13. 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.
  14. Kirsten Davis & Navid Ghaffarzadegan & Jacob Grohs & Dustin Grote & Niyousha Hosseinichimeh & David Knight & Hesam Mahmoudi & Konstantinos Triantis, 2020. "The Lake Urmia vignette: a tool to assess understanding of complexity in socio‐environmental systems," System Dynamics Review, System Dynamics Society, vol. 36(2), pages 191-222, April.
  15. Sophie Guy & Yoshihisa Kashima & Iain Walker & Saffron O’Neill, 2013. "Comparing the atmosphere to a bathtub: effectiveness of analogy for reasoning about accumulation," Climatic Change, Springer, vol. 121(4), pages 579-594, December.
  16. Erling Moxnes & Pål I. Davidsen, 2016. "Intuitive understanding of steady-state and transient behaviors," System Dynamics Review, System Dynamics Society, vol. 32(2), pages 128-153, April.
  17. Martin F. G. Schaffernicht & Stefan N. Groesser, 2016. "A competence development framework for learning and teaching system dynamics," System Dynamics Review, System Dynamics Society, vol. 32(1), pages 52-81, January.
  18. Gogi, Anastasia & Tako, Antuela A. & Robinson, Stewart, 2016. "An experimental investigation into the role of simulation models in generating insights," European Journal of Operational Research, Elsevier, vol. 249(3), pages 931-944.
  19. O'Keefe, Robert M., 2016. "Experimental behavioural research in operational research: What we know and what we might come to know," European Journal of Operational Research, Elsevier, vol. 249(3), pages 899-907.
  20. Inge Bleijenbergh & Jac Vennix & Eric Jacobs & Marloes Engen, 2016. "Understanding decision making about balancing two stocks: the faculty gender balancing task," System Dynamics Review, System Dynamics Society, vol. 32(1), pages 6-25, January.
  21. Boschetti, Fabio & Richert, Claire & Walker, Iain & Price, Jennifer & Dutra, Leo, 2012. "Assessing attitudes and cognitive styles of stakeholders in environmental projects involving computer modelling," Ecological Modelling, Elsevier, vol. 247(C), pages 98-111.
  22. Leopold-Wildburger, Ulrike & Strohhecker, Jürgen, 2017. "Strategy map concepts in a balanced scorecard cockpit improve performanceAuthor-Name: Hu, Bo," European Journal of Operational Research, Elsevier, vol. 258(2), pages 664-676.
  23. Frances M. Wijnen & Yvonne G. Mulder & Stephen M. Alessi & Lars Bollen, 2015. "The potential of learning from erroneous models: comparing three types of model instruction," System Dynamics Review, System Dynamics Society, vol. 31(4), pages 250-270, October.
  24. Jürgen Strohhecker & Andreas Größler, 2012. "Implementing Sustainable Business Strategies," Systems Research and Behavioral Science, Wiley Blackwell, vol. 29(6), pages 547-570, November.
  25. Meinzen-Dick, Ruth & Janssen, Marco A. & Kandikuppa, Sandeep & Chaturvedi, Rahul & Rao, Kaushalendra & Theis, Sophie, 2018. "Playing games to save water: Collective action games for groundwater management in Andhra Pradesh, India," World Development, Elsevier, vol. 107(C), pages 40-53.
  26. Vancouver, Jeffrey B. & Weinhardt, Justin M. & Vigo, Ronaldo, 2014. "Change one can believe in: Adding learning to computational models of self-regulation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 124(1), pages 56-74.
  27. Onur Özgün & Yaman Barlas, 2015. "Effects of systemic complexity factors on task difficulty in a stock management game," System Dynamics Review, System Dynamics Society, vol. 31(3), pages 115-146, July.
  28. Erik O. Sterner & Tom Adawi & U. Martin Persson & Ulrika Lundqvist, 2019. "Knowing how and knowing when: unpacking public understanding of atmospheric CO2 accumulation," Climatic Change, Springer, vol. 154(1), pages 49-67, May.
  29. David K Sewell & Peter J Rayner & Daniel B Shank & Sophie Guy & Simon D Lilburn & Saam Saber & Yoshihisa Kashima, 2017. "Causal knowledge promotes behavioral self-regulation: An example using climate change dynamics," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-19, September.
  30. Schaffernicht, Martin & Groesser, Stefan N., 2011. "A comprehensive method for comparing mental models of dynamic systems," European Journal of Operational Research, Elsevier, vol. 210(1), pages 57-67, April.
  31. Katrina Proust & Barry Newell & Helen Brown & Anthony Capon & Chris Browne & Anthony Burton & Jane Dixon & Lisa Mu & Monica Zarafu, 2012. "Human Health and Climate Change: Leverage Points for Adaptation in Urban Environments," IJERPH, MDPI, vol. 9(6), pages 1-25, June.
  32. Navid Ghaffarzadegan & Richard C. Larson, 2018. "SD meets OR: a new synergy to address policy problems," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 327-353, January.
  33. John Sterman, 2018. "System dynamics at sixty: the path forward," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 5-47, January.
  34. John Sterman, 2011. "Communicating climate change risks in a skeptical world," Climatic Change, Springer, vol. 108(4), pages 811-826, October.
  35. Luoma, Jukka, 2016. "Model-based organizational decision making: A behavioral lens," European Journal of Operational Research, Elsevier, vol. 249(3), pages 816-826.
  36. Benoît Béchard & Joachim Kimmerle & Justin Lawarée & Pierre-Oliver Bédard & Sharon E. Straus & Mathieu Ouimet, 2022. "The Impact of Information Presentation and Cognitive Dissonance on Processing Systematic Review Summaries: A Randomized Controlled Trial on Bicycle Helmet Legislation," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
  37. Hendijani, Rosa, 2021. "The effect of thinking style on dynamic systems performance: The mediating role of stock-flow understanding," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 95(C).
  38. Cleotilde Gonzalez & Liang Qi & Nalyn Sriwattanakomen & Jeffrey Chrabaszcz, 2017. "Graphical features of flow behavior and the stock and flow failure," System Dynamics Review, System Dynamics Society, vol. 33(1), pages 59-70, January.
  39. Florian Kapmeier & Andrew S. Greenspan & Andrew P. Jones & John D. Sterman, 2021. "Science‐based analysis for climate action: how HSBC Bank uses the En‐ROADS climate policy simulation," System Dynamics Review, System Dynamics Society, vol. 37(4), pages 333-352, October.
  40. Liang Qi & Cleotilde Gonzalez, 2015. "Mathematical knowledge is related to understanding stocks and flows: results from two nations," System Dynamics Review, System Dynamics Society, vol. 31(3), pages 97-114, July.
  41. Hämäläinen, Raimo P. & Luoma, Jukka & Saarinen, Esa, 2013. "On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems," European Journal of Operational Research, Elsevier, vol. 228(3), pages 623-634.
  42. Strohhecker, Jürgen & Leyer, Michael, 2019. "How stock-flow failure and general cognitive ability impact performance in operational dynamic control tasks," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1044-1055.
  43. Lane, David C. & Rouwette, Etiënne A.J.A., 2023. "Towards a behavioural system dynamics: Exploring its scope and delineating its promise," European Journal of Operational Research, Elsevier, vol. 306(2), pages 777-794.
  44. Pittnauer, Sabine & Hohnisch, Martin, 2023. "Observing the creation of new knowledge in the economics laboratory—Do participants discover how to learn from outcome feedback in a dynamic decision problem?," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 382-405.
  45. Hazhir Rahmandad & Jerker Denrell & Drazen Prelec, 2021. "What makes dynamic strategic problems difficult? Evidence from an experimental study," Strategic Management Journal, Wiley Blackwell, vol. 42(5), pages 865-897, May.
  46. Stephen A. Spiller & Nicholas Reinholtz & Sam J. Maglio, 2020. "Judgments Based on Stocks and Flows: Different Presentations of the Same Data Can Lead to Opposing Inferences," Management Science, INFORMS, vol. 66(5), pages 2213-2231, May.
  47. Guido A. Veldhuis & Hubert Korzilius, 2017. "Seeing with the Mind: The Relationship Between Spatial Ability and Inferring Dynamic Behaviour from Graphs," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(6), pages 710-727, November.
  48. Tobias Stangl & Ulrich W. Thonemann, 2017. "Equivalent Inventory Metrics: A Behavioral Perspective," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 472-488, July.
  49. Varun Dutt & Cleotilde Gonzalez, 2012. "Human control of climate change," Climatic Change, Springer, vol. 111(3), pages 497-518, April.
  50. repec:cup:judgdm:v:12:y:2017:i:5:p:430-444 is not listed on IDEAS
  51. Armenia, Stefano & Franco, Eduardo & Iandolo, Francesca & Maielli, Giuliano & Vito, Pietro, 2024. "Zooming in and out the landscape: Artificial intelligence and system dynamics in business and management," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  52. Carlisle, Sheena & Johansen, Aleksander & Kunc, Martin, 2016. "Strategic foresight for (coastal) urban tourism market complexity: The case of Bournemouth," Tourism Management, Elsevier, vol. 54(C), pages 81-95.
  53. Papachristos, George & Adamides, Emmanuel, 2016. "A retroductive systems-based methodology for socio-technical transitions research," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 1-14.
  54. Stefan Streiling & Christian Hörsch & Werner Rieß, 2021. "Effects of Teacher Training in Systems Thinking on Biology Students—An Intervention Study," Sustainability, MDPI, vol. 13(14), pages 1-17, July.
  55. Hubert Korzilius & Stephan Raaijmakers & Etiënne Rouwette & Jac Vennix, 2014. "Thinking Aloud While Solving a Stock‐Flow Task: Surfacing the Correlation Heuristic and Other Reasoning Patterns," Systems Research and Behavioral Science, Wiley Blackwell, vol. 31(2), pages 268-279, March.
  56. 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.
  57. Rosa Hendijani, 2021. "Analytical thinking, Little's Law understanding, and stock‐flow performance: two empirical studies," System Dynamics Review, System Dynamics Society, vol. 37(2-3), pages 99-125, April.
  58. Rachel Dryden & M. Granger Morgan & Ann Bostrom & Wändi Bruine de Bruin, 2018. "Public Perceptions of How Long Air Pollution and Carbon Dioxide Remain in the Atmosphere," Risk Analysis, John Wiley & Sons, vol. 38(3), pages 525-534, March.
  59. Strohhecker, Jürgen & Größler, Andreas, 2013. "Do personal traits influence inventory management performance?—The case of intelligence, personality, interest and knowledge," International Journal of Production Economics, Elsevier, vol. 142(1), pages 37-50.
  60. Runsten, Philip, 2017. "TEAM INTELLIGENCE: THE FOUNDATIONS OF INTELLIGENT ORGANIZATIONS - A Literature Review," SSE Working Paper Series in Business Administration 2017:2, Stockholm School of Economics.
  61. Arango, Santiago & Moxnes, Erling, 2012. "Commodity cycles, a function of market complexity? Extending the cobweb experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 321-334.
  62. Hendrik Stouten & Andreas Größler, 2017. "Task Complexity in Individual Stock Control Tasks for Laboratory Experiments on Human Understanding of Dynamic Systems," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(1), pages 62-77, January.
  63. Juliette N. Rooney-Varga & Florian Kapmeier & John D. Sterman & Andrew P. Jones & Michele Putko & Kenneth Rath, 2020. "The Climate Action Simulation," Simulation & Gaming, , vol. 51(2), pages 114-140, April.
  64. Florian Kapmeier & Roland Maximilian Happach & Meike Tilebein, 2017. "Bathtub Dynamics Revisited: An Examination of Déformation Professionelle in Higher Education," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(3), pages 227-249, May.
  65. Tinsley, Ty L. & Chumbley, Steven & Mathis, Clay & Machen, Richard & Turner, Benjamin L., 2019. "Managing cow herd dynamics in environments of limited forage productivity and livestock marketing channels: An application to semi-arid Pacific island beef production using system dynamics," Agricultural Systems, Elsevier, vol. 173(C), pages 78-93.
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