Conference Record
The 2021 System Dynamics Conference - Virtually Chicago
Virtually Chicago, USA
July 26-30 2021

Papers and workshops presented at the conference are listed alphabetically by the last name of the first author, chair or presenter. All work was presented at the conference, and the presenting author is denoted by a *.

These materials are networking tools for members of the Society, those who attended the conference and the System Dynamics community more broadly.

The Conference provides a venue for presenting work and receiving comments that can strengthen the work and help to prepare it for wider distribution.

These conference record provides a complete record of presentations at the Conference. They are not intended to be a substitute for publishing in peer-reviewed journals, and some papers may be truncated or include only an abstract. The Society’s conference record does not have an ISBN. The Bound, Printed Full Set or CD-ROM of the Record include an ISBN and those numbers are available from our independent publisher.

Readers are encouraged to contact authors or search scientific and business publications to determine if more authoratative and up-to-date versions of works included here exist.

To find a paper by an author who is not the first author, simply search on the author's name. Papers are Acrobat® (.pdf) files and can be read using Acrobat® Reader® software available from Supporting materials are usually archives or models which may require additional software (details). Links, when shown, were supplied by the authors and were current at the time of publication.


Abroshan, Hamid* with Rujirin Luckana and David Wheat   Planning a dedicated bus lane to decrease traffic congestion considering policy implementation   Abstract

Akhavan, Ali* with Paulo Goncalves   The trade-off between groundwater management and large-scale agricultural production: The case of pistachio production in Iran   Abstract

Akhavan, Ali* with Paulo Goncalves   The effects of feedback and delay on punishment and cooperation in public good experiments   Abstract Supporting

Alwasel, Athary* with Masoud Fakhimi, Wolfgang Garn and Lampros Stergioulas   Towards a Hybrid Modeling and Simulation Framework for Behavioral Analysis   Abstract

Ambaum, Mathijs with Inge Bleijenbergh*   Intersecting inequalities in organizations: the pay gap   Abstract Supporting

Andreeva, Mariya* with Eva Parietti and Paulo Goncalves   A dynamic perspective on the evolution of firefighting policy for the US urban sprawl   Abstract

Araujo, Francisco* with Bertha Baez   1952 the Great Smog, Exploring the Past with Simulations.   Abstract Paper Supporting  Link from authors

Arias, Maria Guadalupe* with Juan Pablo Torres, Karla Padilla and Samuel Madariaga   Visual Attention and Gender: Evidence from the Beergame   Abstract Supporting  Link from authors

Armenia, Stefano* with Eduardo Franco and Georgios Tsaples   A Systems Thinking Archetype to Understand, Analyze and Anticipate the Evolution of International Crises   Abstract

Asher BlackDeer, Autumn with Braveheart Gillani, Flora Cohen* and Mia Vogel   A Tale of Two Mentees: Conceptualizing Academic Mentorship through System Thinking   Abstract

Asuncion, Ralph* with Chris Browne, Walter Abhayaratna and Nikhil Jha   Overcoming Accidental Adversaries in Healthcare through a Design Canvas   Abstract

Atamer Balkan, Büsra* with Hector Menendez, Andreas Nicolaidis Lindqvist, Kelechi Odoemena, Bob Lamb, Monique Ann Tiongco, Stueti Gupta and Arpitha Peteru   Resilience for Smallholder Farmers during Pandemic: Model Conceptualization for Agriculture and Food Supply Chain Dynamics   Abstract Paper

Atkins, Ashley* with Saeed Langarudi and Alexander Fernald   Modeling as a Tool to Improve the Impact of Water Science Research   Abstract Supporting



Bahaddin, Babak* with David Andersen, Dan Gordon, Ali Mashayekhi and Hyunjung Kim   Social Media Issues Involved in Communicating COVID-19 Dynamics to the Public: The Diaries During and After Lockdown Project   Abstract Paper  Link from authors

Bakare, Tolulope* with Oluwabunmi Falebita and Babajide Shari   Achieving Universal Health Coverage in Nigeria Health Sector   Abstract Supporting

Bakken, Bjorn*   A resource-based system-dynamics simulation platform for networked crisis management training and exercises   Abstract  Link from authors

Ballard, Ellis* with Kelsey Werner and Birgit Kopainsky   Building peer support and practice insights in community-based modeling practice   Abstract

Ballard, Ellis*   Exploring Conceptual Simulation Modeling to Develop a Strategic Perspective on Health System Malaria Response   Abstract

Barlas, Yaman with Hakan Yasarcan*, Yesim Tozan, Sooyoung Kim, Joacim Rocklöv, Henrik Sjödin and Jane M. Carlton   An epidemiological compartmental model of malaria with host-vector interactions   Abstract Paper

Barnabè, Federico*   Circular Economy as an aid for small-sized companies in times of COVID: an exploratory case study   Abstract Supporting  Link from authors

Bean, Michael* with Joao Pedro Azevedo   The Long-Term Effects of the COVID Pandemic on Human Capital   Abstract

Beaulieu, Elizabeth* with Mohammad Jalali   Health-Related Quality of Life in Cancer Immunotherapy: Construction of Causal Loop Diagram   Abstract

Bellotti, Marianne*   Fault: System Models for Distributed Computer Systems   Abstract

Bernard, Michael*   Sociocultural/Geopolitical Modeling & Assessment: Current Work and Research Frontiers   Abstract  Link from authors

Beyeler, Walt with Andjelka Kelic, Kevin Stamber* and Robert Taylor   Modeling of Natural Gas Networks for Consequence Analysis   Abstract

Biely, Katharina*   Understanding and overcoming the unfortunate resilience of our unsustainable socio-economic system.   Abstract

Billio, Monica with Andrew Lo, Loriana Pelizzon, Mila Getmansky Sherman* and Abalfazl Zareei   Global Realignment in Financial Market Dynamics: Evidence from ETF Networks   Abstract

Blumberga, Andra*   Passive aggressiveness: the story of unfulfilled love and suppressed anger   Abstract

Bosslau, Mario*   Digital Engineering of Dynamic Business Models for Smart Product-Service Systems   Abstract Paper Supporting  Link from authors

Brown, Stephan*   Exploring mental models of value-based payment arrangements in healthcare   Abstract  Link from authors

Bush, Brian* with Danny Inman   Visual HPC Workflows for the Analysis of System Dynamics Models   Abstract

Calancie, Larissa* with Kelsey Werner, Julia Appel, Erin Hennessy, Travis Moore, Deanna Nappi and Christina Economos   Effect of Specific Group Model Building Activities on Stakeholders   Abstract Supporting

Campbell, Brenden* with Allyson Beall King   Multi-solving Waste Reduction and Food Production Model Feeding Styrofoam to Consumable Mealworms   Abstract

Cardenas, Melanie* with Amin Esmaeili   Simulation-based What-if Analysis for Georgia Vaccination Distribution Policy   Abstract

Cassidy, Taylor* and Melissa Wuellner   A systems approach to understanding Piping Plover production on off-channel sandpits along the Central Platte River   Abstract

Centola, Damon*   How Social Networks Trigger Tipping Points   Abstract

çetinkaya, özgün*   Adaptation of Systems Thinking in the K-12 International Baccalaureate Program   Abstract Paper Supporting  Link from authors

Ceylan Alibeyoglu, Meltem* with Ulkem Yararbas and Emre Göktepe   The Changing Language of Education with System Thinking   Abstract Supporting  Link from authors

Chen, Rowland with Ivan Taylor, Saroj Koul, Takuma Ono* and Mia Vogel   Promoting Success of Women of Color Entrepreneurs in the United States   Abstract Paper Supporting  Link from authors

Chichakly, Karim*   Systems Thinking for Public Policy: A Case Study in Brazil   Abstract

Chin, Lucy* with Min Hu and Ellis Ballard   Online Approaches for Community Based Modeling: Adapting to COVID Operations and Innovating for Future Practice   Abstract

Choudhary, Gitanshu* with Akash K Rao and Varun Dutt   Does classroom teaching of system dynamics concepts reduce correlation heuristic reliance? A case study from India   Abstract Paper

Coaquira, Jhon with Angela Suaña and Walter Aliaga*   Why the restrictions imposed by the government due to the COVID-19 pandemic did not work properly in Peru?   Abstract

Cooray, Shavindrie*   Taking a step back: A Systemic look at bias in machine learning   Abstract  Link from authors

Cowie-Haskell, Laura with Kelsey Werner* and Elizabeth McColloch   Exploring the Application of Community Based System Dynamics to Structural Racism in Universities   Abstract

Daniel Alvarez-Cadena, Juan with Camilo Olaya*   Exogenous vs. Endogenous: The Challenge of Coffee Price Dynamics   Abstract Paper

Davison, Jacqueline with Mark Heffernan*, Kenneth Lawson, Joe Xu and Geoff McDonnell   Lessons from building an applied policy model to reduce childhood overweight and obesity (2016-2021)   Abstract

Davison, Jacqueline* with Haitham Taha and Danielle Currie   Complexities of modelling tobacco use and its related disease burden   Abstract  Link from authors

De la Vega, Eduardo*   Causal loop building of the perceptions of violence and opportunities for safe spaces among adolescents in rural Colombia   Abstract

de Witt, Magnus*   Electricity markets in remote Arctic communities - the dynamics of electricity cost under the impact of a mixed economy   Abstract

Dhirasasna, NiNa* with Emiliya Suprun, Stefen MacAskill, Mehdi Hafezi and Oz Sahin   A Systems Approach to Examining PhD Students’ Well-Being: An Australian Case   Abstract  Link from authors

DiGiovanni, Lauren* with Ann Marie White   Multi-finality in violence and suicide due to risk and protection among emerging adults in communities of color   Abstract

Du Plooy, Corne* with Andries Botha   Exploring Forest Fire Dynamics with the Loop Stock Transform   Abstract  Link from authors

Du Plooy, Corne* with Cynthia Garde   Exploring Emerging Archetypes   Abstract Supporting

Dugarte-Pena, German-Lenin* with Raúl Ortiz Mazarro, Maria-Isabel Sanchez-Segura, Antonio de Amescua Seco and Fuensanta Medina-Domínguez   An approach towards supporting the structuration of complex problems in System Dynamics through a web application   Abstract  Link from authors

Dula, Ivan* with Andreas Groessler   Sources of frustration in the Beer Distribution Game   Abstract Paper  Link from authors

Dyer, David* with Michael Rosati, Olusegun Stanley Tomomewo, Michael Mann and Scott Johnson   Severe Energy System Disruptions: An analysis of the 2021 Texas Winter Storm Blackout   Abstract Supporting

Eberlein, Bob*   Perfect Mixing in COVID Models   Abstract Paper Supporting

Eker, Sibel*   Societal dynamics of low-carbon lifestyles   Abstract Paper

Emmen, Lodewijk* with Merel van der Wal   A Multi-Level Perspective on Policy Resistance in the Energy Transition   Abstract

Enos, James* with Bruce Keith   Dynamics of Crop Yield in the Blue and White Nile Basins   Abstract Paper

Estrada, Weanne* with Nasim Sabounchi, Kristen Hassmiller Lich, Sevil Sonmez and Yorghos Apostolopoulos   Delineating Hispanic Immigrant Lodging Workers’ Allostatic Load Dynamics Through Systems Modeling   Abstract Supporting

Ezaki, Go* with Yutaka Takahashi   Insurance Claim Operations   Abstract Paper Supporting

Farkhondehmaal, Farshad* with Navid Ghaffarzadegan   The cyclic pattern of wildfire as an outcome of a coupled human-natural system   Abstract Supporting

Fazeli, Reza* with Fiona J. Beck and Matt Stocks   Dynamics of the transition to renewable hydrogen   Abstract Paper

Fiddaman, Tom*   Integrated Modeling for the Gulf of Mexico   Abstract  Link from authors

Fisher, Diana* with Emre Göktepe   Creating Assessment Questions for Systems Thinking Concepts   Abstract Paper  Link from authors

Fowler, Patrick with Katherine Marcal*   Housing and public health responses to COVID-19: Modeling efficient national housing assistance to flatten the eviction curve   Abstract Supporting

Froese Buzogany, Raquel* with Birgit Kopainsky and Paulo Goncalves   Mapping Interactions Between Food Security and Poverty   Abstract Supporting

Gabe Yu, Jiangbo*   Capturing Discrete Choice and Deliberation Time Endogenously Using Sequential Sampling and Accumulation-to-Threshold Principles   Abstract Paper  Link from authors

Gajary, Lisa* with Shalini Misra and Anand Desai   Developing Adaptive Logic Models for Planning and Evaluation of Convergence Research Programs   Abstract

Gajary, Lisa*   Hybridizing Agent-Based with System Dynamics Models: Principles for Theory Development in Public Policy and Management Research   Abstract

Gardner, Daniel*   The Case for Applying Systems Thinking to Global Supply Chain Management   Abstract  Link from authors

Gercek, Erda*   Sustainability EU Fisheries   Abstract

Gercek, Erda*   Applying System Dynamics To Ascertain Sustainability of Italian Football   Abstract

Ghaffarzadegan, Navid*   Model-based policy-making for containing COVID-19 in universities   Abstract Paper Supporting

Gilbert, Jessica*   Understanding the Role of Values-Based Institutional Food Procurement in Overcoming Barriers Experienced by Black Farmers   Abstract

Gillani, Braveheart with Sebastiaan Deuten*, Corne Du Plooy and Catherine Decouttere   Learning to survive & thrive with a little help from System Dynamics   Abstract  Link from authors

Gillani, Braveheart* with Andrew Brown and Sarah Pritchard   Developing reporting guidelines for community engagement in system dynamics projects on equity issues.   Abstract

Glucksman, Maurice* with Kim Warren   Localisation Modelling Youth Education to Drive Advocacy in Covid 19   Abstract Paper  Link from authors

Gonzales Martínez, Rosa* with Micaela Chavez Durand, Jennifer Romina Paredes Cribilleros, Diana Lizeth Cruz Leon, Nayara Kei Brocca Tamashiro and Omar Hurtado    Mathematical Model to Explain the Spread Performance of the Coronavirus (COVID-19) in Peru   Abstract Paper Supporting

Gordon, Dan with David Andersen*, Ali Mashayekhi, Babak Bahaddin and Hyunjung Kim   A Story-Telling Approach for Communicating COVID-19 Dynamics to the Public: The Diaries During and After Lockdown Project   Abstract Paper Supporting  Link from authors

Grace, William*   Resource dependency as the foundation of sustainability and resilience theory   Abstract Supporting

Green, Caroline* with Owen Molloy and Jim Duggan   The Benefits of System Dynamics Simulation for Sustainability Education   Abstract Paper Supporting  Link from authors

Guzzo, Daniel* with Daniela Pigosso, Nuno Videira and Janaina Costa   Investigating Circular Economy transitions through a System Dynamics-based framework   Abstract  Link from authors

Haraldsson, Hördur with Daniel Bonin*   Combining Foresight and Systems Dynamics in the project - Scenarios for a Sustainable Europe 2050   Abstract Paper

Harich, Jack*   Adding a change resistance layer to integrated system models using root cause analysis and problem decomposition   Abstract Paper Supporting

Hassan, Kude*   A Diffusion Model with Applications to Broadband Internet.   Abstract Paper Supporting

Headen, Irene* with Mikayla Branz and Ellis Ballard   System Dynamics and Structural Racism: A Scoping Review   Abstract

Hidayat, Taufiq* and Fauzan Ahmad   The Effect of COVID-19 to Credit Risk and Bankruptcy Risk of State-Owned Bank in Indonesia: A System Dynamics Model   Abstract  Link from authors

Homer, Jack* with Kamal Henderson and Meredith Fort   A Model of Cardiovascular Disease Disparities with Illustrative Policy Analysis   Abstract Paper

Horvat, Andrijana* with Edien Rommens, Catherine DiGennaro, Els van Daalen, Pieternel Luning and Mohammad Jalali   A Model for Campylobacter Contamination in Chicken Meat Production Systems   Abstract Paper

Hosseinichimeh, Niyousha*   Application of System Dynamics to Map Causal Mechanisms of Drinking and Driving Behaviors Among Teens and Young Adults   Abstract

Hovmand, Peter* with Jean-Francois Trani, Ganesh Babulal, Nicholas Miller, Mary Kate Cartmill, Nicandro Mandujano Acevedo, Sandra Lee, William Liem and Braveheart Gillani   Impact of Racial Discrimination Across the Lifespan   Abstract

Hovmand, Peter* with Larissa Calancie, Melanie Houston and Christina Economos   Roundtable on Obesity Solutions Systems Mapping of Solutions   Abstract

Hovmand, Peter* with Gregory Brown and Heidi Gullett   Opportunities, Cautions, and Lessons in Humility: Possibilities for Advancing Racial Equity   Abstract

Ihara, Terukazu* with Nobuaki Minato   System dynamics analysis of carbon dioxide reduction strategies for an environmental-friendly factory   Abstract Supporting

Jittrapirom, Peraphan*   Building a shared understanding for carsharing concept using remote GMB workshops   Abstract Paper

Kaminskyi, Andrii* with Nataliia Versal and Oleksii Petrovskyi   Modelling the Dynamic of Consumer Lending System in the Banking Sector   Abstract Supporting

Kapmeier, Florian* with Jeroen Struben   Trust Dynamics During Early Alliance Operation: The Role of Partner Engagement   Abstract Paper Supporting

Karamalak, Ekin* with Elif Bayazıt   Modeling The Dynamics of Covid-19 And Alternative Policies in Turkey   Abstract Paper Supporting

Karanfil, Özge with Sema Çömez* and MohammadMahdi Hashemian   A Dynamic Simulator of Disorders of the Body Water Homeostasis for Medical Education   Abstract  Link from authors

Karanfil, Özge with Şanser Güz*, Orkun Irsoy and MohammadMahdi Hashemian   What is the Stakeholder Effect on Clinical Guideline Formation Process: An Experimental Study   Abstract Paper

Kazantsev, Nikolai* with Oleksii Petrovskyi   A dynamic model of nascent platform ecosystem in manufacturing   Abstract Supporting

Kazantsev, Nikolai* with Oleksii Petrovskyi   How to ramp-up a new product in demand shock: evidence from Ventilator Challenge UK   Abstract Supporting

Kelic, Andjelka*   Modeling for Real-World Decision Support, a History and Retrospective   Abstract

Khairulbahri, Muhamad*   Against the full lockdown: The COVID-19 flow in Sweden   Abstract Paper Supporting

Khoong, Wei Kit* with Bellam Sreenivasulu   Modelling the Growth of Solar Electricity Capacity in Singapore – A System Dynamics Approach   Abstract Paper Supporting

Kim, Hyunjung* with Rod MacDonald and Michael Deegan   Systems Tools for Supporting Strategic Decision Making at the U.S. Army Corps of Engineers   Abstract

Kim, Hyunjung* with Ali Mashayekhi, Babak Bahaddin, Dan Gordon and David Andersen   Building a System Dynamics Curriculum for Communicating COVID-19 Dynamics to the Public: The Diaries During and After Lockdown   Abstract Paper  Link from authors

Kirkpatrick, Lauren* with Allyson Beall King   Improving Public Perceptions on Water Resource Policies   Abstract

Klein, Joseph* with Dandan Kowarsch   Shipping Dynamics of an Emerging Arctic   Abstract Supporting

Kliem, Daniel* with Katrin Huegel and Birgit Kopainsky   Participative modeling in transitions –Uncovering emerging insights   Abstract Supporting  Link from authors

Kliem, Daniel*   Model-based Transition Management - Participative modeling for transitioning towards a circular construction material industry   Abstract

Kliem, Daniel* with Alexander Scheidegger and Alexander Scheidegger   Closing the mineral construction material cycle – An endogenous perspective on barriers in transition   Abstract Supporting  Link from authors

Kodali, Srinadh with Chris Flores-Lopez*, Benjamin Turner and Steven Chumbley   Despite modern advancements in cropping systems, why does herbicide resistance continue to outpace human innovation?   Abstract

Kowarsch, Dandan*   Homelessness and Housing First Policy: A Case Study of Los Angeles Homelessness   Abstract

Kruseman Aretz, Pepijn* with Floortje d'Hont   Reliability of drinking water supply in times of drought: exploring policy options for the Biesbosch, the Netherlands   Abstract

Langarudi, Saeed*   Is Velocity Stock or Flow? A Note on Model Formulation   Abstract Paper

Langarudi, Saeed* with Robert Sabie, Babak Bahaddin and Alexander Fernald   Does Produced Water Management Need Hybrid System Dynamics and Agent-Based Modeling?   Abstract Supporting

Langarudi, Saeed* with Carlos Silva and Alexander Fernald   Measurement versus Reporting: Levers to Improve Management of Commons   Abstract Paper

Larsson, Victor with Jefferson Rajah*   Getting to Zero: Transitioning Norway’s Oil Industry   Abstract Supporting

Leerapan, Borwornsom* with Rapeepong Suphanchaimat, Phanuwich Kaewkamjonchai, Wararat Jaichuen, Pard Teekasap, Vorasith Sornsrivichai, Pathomphorn Siraprapasiri, Kwanpracha Chiangchaisakulthai and Panithee Thammawijaya    Using System Dynamics Models as Policy Decision Support Tools for the COVID-19 Epidemic Control in Thailand   Abstract Supporting

Li, Tianyi* with Hazhir Rahmandad and John Sterman   Improving Parameter Estimation of Epidemic Models: Likelihood Functions and Kalman Filtering   Abstract Supporting

Li, Tianyi* with Rogelio Oliva   Structural Control Analysis of System Dynamics Models   Abstract

Li, Ying* with Ariel Robinson, Hong Cheng (Herman) Tay, Mohammadyousef Roghani and Kelly G Pennell   Simulating Fate and Transport of Volatile Organic Compounds (VOCs) inside Sewer Systems   Abstract Supporting

Li, Zhijie* with Benjamin Sprecher   Towards a more Resilient Rare Earth Supply Chain with product recycling in the EU   Abstract

Lima, Victor*   On the competition for highly skilled workers in a scarcity-driven context   Abstract Paper Supporting

Liu, NingYuan* with Hesam Mahmoudi   A Multidimensional Comprehension Index of Systems Thinking   Abstract Paper

Loo, Pei Shan* with Kathelijne Bax   Policy in Respond to COVID-19 School Closure Learning Loss among Primary School Students in the Netherlands   Abstract Paper  Link from authors

Loo, Pei Shan*   Antivax Movement Under Impact of COVID 19   Abstract  Link from authors

Lope, Elizabeth with Dennis Miranda and Walter Aliaga*   Dynamic model of the interest rate cap in Peru   Abstract

Lubyansky, Alexander*   The Tensor Approach to Enterprise Asset Management with a Root Cause Analysis Model   Abstract Paper

Luijben, Guus*   Community-based system dynamics for shifting diets for a sustainable food future   Abstract

Luis Lopez, Jose with James Paine*   The Evolution of Trust in Supply Chains: A Feedback Approach   Abstract Supporting

Macal, Charles*   Responding to the COVID-19 Pandemic: Epidemiological Modeling on Speed Dial   Abstract

Mahmoudi, Hesam* with Navid Ghaffarzadegan   What causes disagreement among physicians? Dynamics of customers’ perception and physicians’ experiential learning   Abstract Paper

Martin, Donald*   Applying Community Based System Dynamics (CBSD) during the Product Development Process to Foster ML Fairness and Ethical AI   Abstract Supporting

Mashayekhi, Ali with David Andersen, Dan Gordon, Babak Bahaddin* and Hyunjung Kim   Technical Details of a Model for Communicating COVID-19 Dynamics: The Diaries During and After Lockdown Project   Abstract Paper Supporting  Link from authors

Mashhadi, Zahra*   Can Germany Move Towards 100% Renewable Electricity Without Major Problems?   Abstract Paper

Mathur, Mihir* with Kabir Sharma   Identifying Climate Adjacency using Participatory Systems Thinking   Abstract  Link from authors

Matsumoto, Rachel* with William Liem, Ellen O'Neill, Hannah Levin and Saras Chung   Sustainability of Learning & Applying System Dynamics and Systems Thinking   Abstract

Maurer, Julie*   A System Dynamic Modeling Approach to addressing the Surgical Workforce Crisis   Abstract

Mazzucca, Stephanie* with Sarah Pritchard   Using Group Model Building to Understand Different Visions and Goals of Implementing Community Gardens in Rural Missouri   Abstract Supporting

McRoberts, Keenan*, Besir Suleyman Oz and Birgit Kopainsky   What Constrains ‘Identity-Preserved’ Product Growth? An Exploration of High-Oleic Soybean Oil with Group Model Building   Abstract Supporting

Medaries, Amanda* with Melissa Wuellner   Understanding Conflicts in Natural Resources Management: Using the American Prairie Reserve and their Local Communities   Abstract

Metcalf, Sara* with Qiuyi Zhang and Harvey Palmer   A Dynamic Model of the Distributional Consequences of International Trade Exposure   Abstract

Metic, Julija*   Could System Dynamics be a solution for analysing rebound effects of Circular Economy initiatives?   Abstract  Link from authors

Moghadam Manesh, Mehdi* with Saeed Langarudi and Birgit Kopainsky   Modeling the Tragedy of the Commons: Review of System Dynamics Models   Abstract

Moghadam Manesh, Mehdi with Farboud Khatami*   A System Dynamics Model to Design a More Effective Education System   Abstract Paper

Moghadam Manesh, Mehdi with Wang Zhao*   How Does Fee-for-Service Payment System Affect Healthcare Expenditures?   Abstract

Moghadam Manesh, Mehdi* with Ehsan Tavakoli Nabavi   Using System Dynamics to Scrutinize Behavioral Feedback Loops in Groundwater Management   Abstract

Moghadam Manesh, Mehdi with Farboud Khatami*   Why Achieving a Sustainable Transportation System Seems Impossible for Tehran   Abstract Paper

Moghadam Manesh, Mehdi with Khadijeh Salimi*   A System Dynamics Model to Scrutinize Underlying Reasons for Poor Prescription Adherence (Case Study: Antibiotic Consumption)   Abstract Paper

Monus, Paul* with William Ryder   Changing Minds about the Reliability of Renewables   Abstract

Moradi, Amir*   COVID-19 Pandemic, Adopted Policies, and Side Effects of Social Distancing on Global Economy and International Finance   Abstract Paper

Moradkhani, Nafe* with Frederick Benaben, Benoit Montreuil, Dima Nazzal, Matthieu Lauras, Julien Jeany and Louis Faugere   Parametrized SEIR model for performance-based decision support: A case study of COVID-19 epidemic in the state of Georgia (USA)   Abstract Supporting

Mumtaz, Nabeela* with Jim Duggan   Exploring the Impact of Vaccine Confidence on the Transmission of Infectious Disease   Abstract Paper Supporting

Nachtrieb, Robert* with Tom Fiddaman, Ron Suiter, Thomas Erickson and Scott Johnson   Know Noise: Realistic Random Processes for Simulations   Abstract Paper Supporting

Najafabadi, Mahdi* with Ali Asgary, Mohammadali Tofighi, Mohammad Shafiee and Philip Ma   A Two-Stage Hybrid Simulation Method to Model Disease Transmission through Calculating a Contacts Matrix: The Case of an ICU   Abstract Supporting  Link from authors

Neumann, Kai*   The nexus of international policies for climate protection and resource efficiency – the future needs to be shaped   Abstract Paper

Nicholson, Charles*   Assessing the Impacts Interventions on Fruit and Vegetable Consumption in Urban Kenya Using Participatory Systems Modeling   Abstract Paper Supporting

Nicolaidis Lindqvist, Andreas*   Simulations based on the Rasch model – a rigorous approach to modeling latent traits and human behavior?   Abstract

Nicolaidis Lindqvist, Andreas*   On the combined effects of socio-hydrology and climate change on water resources management – a case study   Abstract Paper

Niles, Rebecca* with Kristina Wile and Gary Hirsch   Exploring the Intersection of Incarceration and Health   Abstract

Niño Giraldo, Nathalia* with Igor Czermainski de Oliveira   Adaptation of a System Dynamics generic structure applied in resilience studies in Latin-America   Abstract

Noyes, Will*   Dynamic effects of COVID-19 on Human Behavior and Decision Making   Abstract

Noyes, Will* with Faith Chelagat Kiprono and Min Xiang   A System Dynamics Approach for Analysis of the Impacts of Bergen' Green Strategy Goal T9   Abstract Supporting

nwankwo, nkechiwetalu* with Titus Olaniyi and Abiodun Suleiman Momodu   Integrated Electricity Planning Pathway - Achieving Nationally Determined Contribution of Oil Rich Sub Saharan Africa   Abstract

Odoemena, Kelechi with Thomas Wittig*   Chicken and Egg - A Flight Simulator for Small-Scale Poultry Farm (SSPF) Management Optimization   Abstract Supporting

Oliva, Antoni*   Addressing the challenges of rural areas in Europe (PoliRural)   Abstract

Oliver, Carrie* with Sashoy Patterson   Institutionalizing knowledge in a rapidly growing organization   Abstract Supporting  Link from authors

Ono, Takuma* with Ivan Taylor   A Systems Dynamics Approach to Reaching the Sustainable Development Goals   Abstract Supporting  Link from authors

Opp, Tyler* with Allyson Beall King   Our Gem or Toxic Soup: Mitigating Toxic Metal Release Resulting From Biogeochemical Processes   Abstract

Ozik, Jonathan*   Integrating Simulation, Machine Learning and High-performance Computing with EMEWS   Abstract  Link from authors

Paine, James*   Dynamic Supply Chains with Endogenous Allocation   Abstract Supporting  Link from authors

Parra Valencia, Jorge Andrick*   The Effect of Trust in the containment of Covid-19 in Colombia   Abstract Paper

Parra, Juan Felipe* with Santiago Arango and Yris Olaya   Model for scenario analysis in the inclusion of non-conventional renewable resources in the Colombian energy matrix.   Abstract Supporting  Link from authors

Pasqualino, Roberto* with Melissa Demartini and Faezeh Baagheri   A business transition model for sustainability-oriented industrial innovation, inequality, and inflation   Abstract Paper  Link from authors

Pavlov, Oleg* with Evangelos Katsamakas   The Economic Impact of COVID-19 on Colleges: A Stress Test Approach   Abstract Paper

Perez Salazar, Gloria with Paola Garcia Vazquez*, Sandra Vazquez Guerra and Daniela Videa Martinez   It Is Not My Fault   Abstract

Perl, Ivan* with Aleksandr Penskoi and Olga Perl and Sheetal Garg   Optimization of Virtual Machines Placement in Large Datacenters   Abstract

Peters, Simone with Inge Bleijenbergh*   No food to waste: the dynamic processes that explain food waste in the Netherlands   Abstract

Peterson, Sara*   Pathways towards Community Resilience: Social Capital and Experience Mitigating the Impacts of Infrastructure Disruptions   Abstract

Picanco Rodrigues, Vinicius*   Does your strategy withstand the test of time? A dynamic theory-based view of strategy   Abstract

Piepenbrock, Garry*   Toward a Theory of the Evolution of the Global Political Economy: Competition between Liberal and Coordinated Market Economies   Abstract Paper Supporting

Pluchinotta, Irene* with Giuseppe Salvia and Nici Zimmermann   Comparing Causal Loop Diagrams: thematic analysis to elicit differences in system boundary perceptions   Abstract Paper

Pratap, Bhanu* with Krishna Mohan Thazhathu Valiyaveettil, R K Amit and Shankar Venugopal   Modeling the performance and cost dynamics of Lithium-ion Battery for Mobility   Abstract Paper Supporting

Prince, Dana* with Meagan Ray-Novak, Braveheart Gillani and Emily Peterson   Sexual and Gender Minority Youth in Foster Care Model Based On Minority Stress Theory   Abstract

Pritchard, Sarah* with Lucy Puckett and Andrew Brown   The Terrible Bargain: Gendered Trust Disparities, Intimate Sexism & Male Accountability in Ostensibly Caring Relationships   Abstract  Link from authors

Purvis, Ben*   Modelling global futures: a comparison of ‘Limits to Growth’ and the use of Integrated Assessment Models in climate science   Abstract

Qian, Ying*   Investigating the effectiveness of reopening policies before vaccination during a pandemic   Abstract

Qorbani, Davood*   Sector coupling in the transition to renewable energies: Where do households stand?   Abstract

Qorbani, Davood* with Emil Dimanchev and Magnus Korpås   Implications of delays in fleet turnover policy implementations   Abstract

Qureshi, Rameez* with David Ford and Chuck Wolf   Dynamic Resourcing Strategies for Community Disaster Recovery   Abstract Supporting  Link from authors

Rahmandad, Hazhir with Tse Yang Lim*   Risk-driven responses to COVID-19 eliminate the tradeoff between lives and livelihoods   Abstract Supporting  Link from authors

Rahmandad, Hazhir* with Tse Yang Lim and John Sterman   Behavioral dynamics of COVID-19: estimating under-reporting, multiple waves, and adherence fatigue across 92 nations   Abstract Supporting  Link from authors

Rajah, Jefferson*   Where Has the Passion Gone? The Dynamics of Non-Profit Workers’ Passion Burnout and Intention to Leave   Abstract Paper Supporting

Randers, Jorgen*   The Randers Macro Model of a modern capitalist economy with an active state. Main causal structure and base run.   Abstract

Rashidian, Mahla* with Billy Schoenberg   Effectiveness of SD/ILE (System Dynamics base Interactive Learning Environment) as an interdisciplinary educational tool   Abstract Supporting

Raworth, Kate *   Doughnut Economics   Abstract

Reck, Raquel*   Organizational Learning from Production Control Data: unraveling tacit knowledge   Abstract

Redivo, Fernando*   Modeling household level food security with system dynamics: from crop decisions to food availability   Abstract  Link from authors

Regine Mingnon Negro, Pia* with Bernd Kaltenhäuser, Heidrun Belzner and Klaus Bogenberger   System Analysis and Evaluation of Ride-Hailing from Different Business Perspectives   Abstract

Rieder, Erica*   The Challenge of Managing Wild Horses in the United States    Abstract

Rios, Juan* with Shayne Gary   Using Analytical Equations to Represent Nonlinear Relationships   Abstract Paper

Roche, Abigail* with Peter Hovmand, David Lounsbury, Paola Saroufim, Timothy Ciesielski, Owusua Yamoah, William Bush and Darcy Freedman   Standardizing Data for Evidence-Based Food Systems   Abstract

Rockx, Michiel* with Floortje d'Hont   Effects of drought on the inland shipping sector: a system dynamics study of river transport on the Dutch Rhine   Abstract Supporting

Roggio, April*   Revisiting the 1976 Vermont dairy model, a historical retrospective: what can we learn?   Abstract Supporting

Roggio, April*   Regional food systems infrastructure: what are the beneficial tipping points?   Abstract

Roman, Sabin*   Peak oil and the minimum EROI for society   Abstract

Romanenko, Eduard*   Low Carbon Futures with Carbon Capture and Storage: Interactions between Technology-Push Policies and Market Mechanisms   Abstract Paper Supporting

Rooney-Varga, Juliette* with Margaret Hensel, Carolyn McCarthy, Karen McNeal, Nicole Norfles, Kenneth Rath, Audrey Schnell and John Sterman   Building consensus for ambitious climate action: The World Climate simulation shifts climate change beliefs and values   Abstract Paper  Link from authors

Roy, Michael* with Georgia Mavrommati   Sea Level Rise and a Species Range Expansion Drive New England Salt Marsh Human and Natural System Feedbacks   Abstract Supporting

Russell, Adam*   Using simulations as test beds for social science research methods through DARPA’s Ground Truth Program   Abstract

Ryzhenkov, Alexander*   A Transformation of the Growth Cycle into the Industrial Cycle in a Four-Dimensional Goodwinian Model with Leontiev Technology   Abstract Paper Supporting

Sabounchi, Nasim* with Mahdi Najafabadi, David Lounsbury and Terry Huang   Structural and Behavioral Validation of a Simulation Model to Inform Community Strategies that Reduce Opioid Overdose Fatality   Abstract

Saeed, Khalid*   Representing feedback in a computable stock/flow model   Abstract Paper

Salimi, Khadijeh*   The Impact of Violating Behavior on Emergence of a New Norm   Abstract Supporting

Sampaio, Adilson with Paulo Figueiredo, Elisabeth Loiola, Luciano M C Doria and Renelson Sampaio*   A Small and Highly Stylized Model of Corruption in the Brazilian Public Sector   Abstract Paper Supporting

Sandoval, Mark*   The bank breakeven point, as a dynamic liquidity neutral that, considers the business model and external impacts such as covid-   Abstract Supporting

SARAF, NANDITA* with Yogendra Shastri   Development of Decision making tool for Sustainable Technologies transition in Indian Transport sector   Abstract Paper

Schoenberg, Billy* with Jeremy Swartz   Building More Robust System Dynamics Models Through Validation   Abstract Paper

Schoenberg, Billy* with John Hayward and Bob Eberlein   Improving Loops that Matter   Abstract Paper Supporting

Schünemann, Christoph* with Anastasiia Sidorova, Christina Gkini and Birgit Kopainsky   Using system dynamics modelling to analyse the interplay of policies and societal motivation for promoting energetic renovation   Abstract Paper

Severson, Mike*   Evaluating the economics and carbon footprint of recycling flexible plastic packaging   Abstract

Shamsuddoha, Mohammad*   Integrating Circular Economy and Reverse Logistics for Sustainable Dairy Operation   Abstract

Shamsuddoha, Mohammad*   A simulation study of a large farm validating sustainable practices   Abstract

Shari, Babajide* with Olusegun Stanley Tomomewo, Hafiz Bello and Michael Mann   The dynamics of feed-in tariff as a financial policy tool for sustainable Solar Photovoltaic generation in west Africa, Nigeria   Abstract Supporting

Sharma, Sudesh* with Suzanne Manning   Waste minimisation program theory for Aotearoa New Zealand: system insights from a realist review   Abstract

Sharma, Sudesh with Suzanne Manning*   Combining systemic analysis with realist review: Collaborative sense-making of waste minimisation program theory in Aotearoa   Abstract

Sheikhnureldin, Abdulrahim* with Joshua Stadlan, Jenine Patterson and Chris Glazner   Resilient Communities: Achieving and Sustaining Equitable Communities Through Systems Modeling   Abstract

Shen, Wuzhi* with Tone Wisnes   Implementation of carbon reduced cement manufacturing - A concrete example   Abstract Supporting



Šimkus, Vytenis* with David Wheat   Effectiveness of Interest rate policy in Stimulating Household Consumption   Abstract Supporting  Link from authors

Singh, Sarojkant*   Complexity Handling with System Dynamics and effect of human factors on value creation- Case study of a diversified company   Abstract

Smets, Laurent* with Catherine Decouttere and Nico Vandaele   The Impact of Vaccine R&D Decisions on Neglected Tropical Disease Prevention in Kenya   Abstract

Smith, Niamh* with sebastien Chastin   DISCOVER: A systems-based approach for co-creation (work in progress)   Abstract

Smith, Raymond* with Kristen Hassmiller Lich and Elizabeth La   Leveraging SD to study and strengthen acute crisis mental health service systems as systems   Abstract

Soerup, Christian with Daniel Sepulveda Estay*   A system dynamics analysis about the relationship between ventilation and the spread of COVID-19 in indoor spaces   Abstract Paper Supporting

Sooknanan Pillay, Nalini*   COVID-19 Impacts on Energy Availability in an Electricity Utility   Abstract Supporting

Sooknanan Pillay, Nalini with Andries Botha*   Electricity Generating Plant Capacity Allocation Based on Alternative Priority Settings   Abstract

Staempfli, Adrian* with Alexander Scheidegger   Psychosocial Risks in Labor – How Occupational Workloads, Life Situations, and Coping Strategies Interact   Abstract

Stanislao Atzori, Alberto* with Büsra Atamer Balkan and Antonio Gallo   HERDAIRY MODEL: MAPPING DYNAMICS OF DAIRY FARMS TO SUPPORT HERD MANAGEMENT   Abstract

Streiffer, Stephen*   The Role of Modeling in the National Virtual Biotechnology Laboratory (NVBL)   Abstract

Stringfellow, Erin* with Tse Yang Lim, Celia Stafford, Catherine DiGennaro, Jack Homer and Wayne Wakeland, Mohammad Jalali   Reducing Opioid Use Disorder and Overdose in the United States: Policy Analysis   Abstract Supporting

Suleyman Oz, Besir*   The Issue of Space Debris: Preventing Tragedy in Low Earth Orbit   Abstract Supporting

Sánchez-Zeziaga, Ane*   Building Bridges between Science and Practitioners in SHRM: a System Dynamic approach   Abstract

Tan, Ryan* with Navarun Varma, Robert Wasson and Shukla Archarjee   System dynamics across three scales of Brahmaputra River Basin- Exploring a Himalayan social-hydrological system   Abstract Supporting

Tang, Christine* with Saeed Langarudi and Raafat Zaini   On Reference Modes: Lessons from Quantifying Intangibles from Survey Data   Abstract Supporting

Taylor, Ivan with Stan Isbrandt, Eliot Rich* and Mia Vogel   A Model to Assist Leaders Increase Diversity in their Organizations   Abstract Paper Supporting  Link from authors

Taylor, Ivan* with Muhammad Aman Ullah and Mark Sandoval   Institutional Change to Control Corruption: Moving from Econometrics to System Dynamics   Abstract Paper Supporting  Link from authors

Taylor, Ivan with Francisco Araujo*   Using System Dynamics to Examine Alternative Futures for the Syrian Refugee Crisis   Abstract Paper Supporting  Link from authors

Tilebein, Meike* with Jan Wunderlich and Ralf Tenberg   Using Archetypes to Teach Systems Thinking in an Engineering Master’s Course   Abstract Paper

Tiongco, Monique Ann* with Charlotte Kendra Gotangco and Maria Assunta Cuyegkeng   Exploring the interdependencies of entrepreneurial ecosystems using feedback-guided analysis for social enterprise resilience   Abstract  Link from authors

Toba, Ange Lionel*   Software Interface Between Systems Dynamics and Data Science   Abstract

Toh, Chin Howe* with Bellam Sreenivasulu   Modelling the Water-Energy-Food Nexus: A System Dynamics Approach   Abstract Supporting

Toh, Emma Min Shuen* with Wei-Yan Aloysius Chia and John Ansah   Mapping the Dynamic Complexity of Social Isolation among Older Adults in Singapore   Abstract Paper

Torres, Juan Pablo*   System Dynamics Review and publications 1985–2021   Abstract

Uno, Kensuke* with Yoshiaki Oida, Isaac Okada, Yutaka Takahashi and Kazuo Hiekata   Proposal of a Method to Verify a Stock Flow Diagram Using Stakeholder Value Network   Abstract

Vaishnav, Chintan with Shalander Kumar* and ABHISHEK DAS   Nutritional Dilemma: Why Don’t We Produce As Much Sorghum As We Desire to Consume? What Can We Do About That?   Abstract Supporting

Valencia-Hernandez, Veronica with Santiago Arango*   Electric motorcycles, keys to electric mobility in Colombia   Abstract Paper Supporting

van Keeken, Marieke* with Martin Breda Grimeland   Overfishing the Chopperbut; A hypothetical case for policy implementation modelling   Abstract Supporting

Veress, Jozsef*   Self-organizing as Source of the Civil Society’s Transformational Dynamism in context of emerging Anthropocene   Abstract  Link from authors

Villasenor, Roberto*   The many faces of water management: The case of Mexico City Valley   Abstract

Volan, Tainara with Caroline Rodrigues Vaz, Mauricio Uriona Maldonado* and Peter Erskine Wells   Automotive battery packs at the crossroads: modelling the impact of second life choices   Abstract

Volken, Sandra* with Patrick Bottazzi and Birgit Kopainsky   Explaining the complex drivers of land abandonment of horticultural family farms in Senegal   Abstract Paper

Vora, Shuchi with Om Damani* and Sushmita Mandal   Causal Loop Diagrams for Facilitating Transdisciplinary Research in social-ecological systems   Abstract

Voyer, John*   Housing Finance: A Vestige of Systemic Racism?   Abstract Paper Supporting

Warren, Kim*   Modelling demand for mental-health services and capacity to treat that demand   Abstract Paper

Werner, Kelsey* with Ellis Ballard, Pratiti Priyadarshini, Byron J. Powell, Gautam Yadama and Peter Hovmand   Group Model Building Scripts for Selecting and Tailoring Implementation Strategies   Abstract

Wheat, David* with Alex Kononets, Diana Hutsul, Viktoriia Nazarenko, Maryna Paletska, Oleksii Petrovskyi, Viktoriia Surovets and Daria Yermolova   Dynamic Planning Model for Donetsk and Luhansk   Abstract  Link from authors

Wile, Kristina*   A Synthesized Analysis of the Effects of Institutional Bias in the US   Abstract

Wiman, Henri*   Scenarios of bio-based plastics growth and impact   Abstract

Xiang, Min*   Population Ageing in China   Abstract

Xu, Ran with Hazhir Rahmandad and Navid Ghaffarzadegan and Mohammad Jalali*   Estimation of Weather Effect on SARS-CoV-2 Transmission: Methodological Considerations   Abstract Supporting

Yamaguchi, Kaoru* with Yokei Yamaguchi   ASD Macroeconomic Model of Japan on the Flow of Funds and National Accounts - Work-in-Progress Report on the Small Version -   Abstract

Yamashita, Takayuki*   Tourism Industry during a Pandemic   Abstract Paper

Yang Lim, Tse* with Erin Stringfellow, Celia Stafford, Catherine DiGennaro, Jack Homer, Wayne Wakeland and Lukas Glos, Reza Kazemi-Tabriz, Mohammad Jalali   Reducing Opioid Use Disorder and Overdose in the United States: Model Development and Estimation   Abstract Supporting

Yilmaz, Nilay with Ulkem Yararbas*, Hasret Nuhoglu and Emre Göktepe   A System Thinking Assessment Scale for Storybooks (STASS)   Abstract Supporting  Link from authors

You, Soojin*   Analysis of decision-making factors for youth migration to rural areas using big data   Abstract

Zaini, Raafat* with Kenneth Cooper   Simulating the immune system response to Covid 19: Why cytokine storms develop, and how to prevent this fatal condition   Abstract

Zeijlemaker, Sander*   The application of Farmers, Bandits and Soldier Model in the age of Digital Transformation   Abstract

Zeijlemaker, Sander*   The lifecycle of zero-day vulnerabilities; knowledge driven escalation between attacker and defender   Abstract Paper

Zeijlemaker, Sander* with Michael von Kutzschenbach   Supply and Service Chain Dynamics in a Digital Age: Going beyond the traditional usage of honeypot data   Abstract

Zimmermann, Nici* with Irene Pluchinotta and Giuseppe Salvia   Communication dynamics in an online group model building workshop   Abstract

Zolfaghari, Mahshid* with Nanna Lien and Biljana Meshkovska   Applying a system dynamics lens to understand the mechanisms of the European School Fruit and Vegetable Scheme    Abstract Paper


Bean, Michael*   Publish Your Interactive Simulations Online with Forio Epicenter   Abstract

Benson, Tracy* with Sheri Marlin and Jeff Heil   Virtual Methods for Developing Systems Thinkers across Generations, Work Groups and Geographies   Abstract

Chichakly, Karim* with Bob Eberlein, Billy Schoenberg and Sarah Davie   Getting Started with Stella   Abstract

Davie, Sarah* with Bob Eberlein, Billy Schoenberg and Karim Chichakly   Making your Interfaces do Great Things with Stella Architect   Abstract

Eberlein, Bob* with Billy Schoenberg, Sarah Davie and Karim Chichakly   Different approaches to COVID Modeling with Stella   Abstract

Fiddaman, Tom* with Anthony Kennedy   Calibration in Vensim   Abstract  Link from authors

Fiddaman, Tom* with Larry Yeager   Advanced Ventity - Actions, Relationships & Data   Abstract  Link from authors

Fiddaman, Tom* with Anthony Kennedy   Introduction to Vensim and the New Interface   Abstract  Link from authors

Fiddaman, Tom* with Larry Yeager   Getting Started with Ventity   Abstract  Link from authors

Fisher, Diana*   Teaching Students to Create Original Models in a Ten-Week Course   Abstract  Link from authors

FRACASSI, EDUARDO with Florian Kapmeier*, Carolyn McCarthy, Juliette Rooney-Varga and Nici Zimmermann   Climate Action Simulation and En-ROADS Training   Abstract

Kuijer, Michel with Arjen Ros*, Egbert Roos and Michel Kuijer   From Problem Oriented to System Oriented Modelling   Abstract

Malczynski, Leonard*   Starting from scratch: Better model construction   Abstract

Malczynski, Leonard* with Jake Jacobson   Building applications or flight simulators in Powersim Studio   Abstract Supporting

Malczynski, Leonard* with Jake Jacobson   Feedback rich model construction with Powersim Studio   Abstract

Malczynski, Leonard* with Jake Jacobson   Optimization, sensitivity, and user defined functions in Powersim Studio   Abstract Supporting

Martinez-Moyano, Ignacio*   SDM-Doc: The System Dynamics Model Documentation and Assessment Tool   Abstract  Link from authors

Moxnes, Erling* with Ali Saysel, Pal Davidsen, Birgit Kopainsky, Nuno Videira, Paulo Goncalves, Andra Blumberga and Etiënne Rouwette   System Dynamics MOOCs for sustainability transformation   Abstract

Schoenberg, Billy* with Bob Eberlein, Karim Chichakly and Sarah Davie   Using Loops that Matter to Learn About and Teach System Dynamics   Abstract

Sterman, John with Michael Bean*   Learn to Use and Facilitate the Online Version of the MIT Beer Game   Abstract

Werner, Kelsey* with Ellis Ballard and Birgit Kopainsky   Approaches to Designing Community-Based Modeling Projects   Abstract

Wheat, David* with Marianna Oliskevych and Alina Novik   Get Started with Macro Modeling   Abstract Supporting

System Dynamics Society
Conference Record updated: November 15, 2021.