Conference Presentations
The 2026 International System Dynamics Conference

August 3-7 2025

Tentative list of submissions and workshops to be presented at the conference. Organized by thread and for each thread listed alphabetically by the last name of the first author, chair or presenter. The presenting author is denoted by a *.

This tentative listing will be adjusted as authors confirm conference attendance.

Business and Strategy
Business and Strategy: Features applications of System Dynamics in businesses and organizations including strategy development, profitability, marketing, competitive dynamics, product launches, project dynamics, and accounting.

Liu, Georgia (Ning-Yuan) with Hesam Mahmoudi, Maria Tomai*, Kostas Triantis and Peter Madsen   Oscillations in Organizational Attention: Resource Allocation Dynamics Under Multiple Objectives   Paper

., Ambar* with Navarun Varma and Erica Udas   Borrowed Time: A New Archetype of Silent Fragility and an Interactive Policy Tool for Climate Adaptation  

Allen, Samuel* with Warren Farr, Peter Mendel and Chris Nelson and Andrada Tomoaia-Cotisel   Organizational Learning in Learning Health Systems: Intervention and Theory Development  

Baran, Małgorzata*   Simulation WM model of workforce management for the service organization  

Barnabè, Federico* with Neri Roncucci   Enhancing resilience and sustainability in multi-activity farming systems: a System Dynamics-based case study  

Botha, Andries*   CEO and Board Trust: Independent Validation of Strategy in the Face of Complex System Behaviour  

Botha, Andries*   Executive Buy-In: Turning Corporate System Dynamics Consulting Into Action  

Bünzli, Pia* with Florian Zahorka, Christoph Strauss and Alexander Scheidegger   Understanding the Dynamic Challenges of Introducing Pre-Clinical Specialists in Emergency Medical Services: A System Dynamics Approach  

Coman, Vasile*   Extended Model-Based Systems Engineering and Modern Control Theory Applied to the Design of Enterprise Dynamics  

Cunico, Giovanni* with Shayne Gary and Kerry Humphreys   Why Doesn't Information Always Impact Decisions? Navigating Goal Ambiguity, Worldviews, and Information in Strategic Decisions  

GhanbarTehrani, Nasim* with Hamid Ghaemi   Succession in Family Business   Paper

Ghani, Usman*   Upskilling CEOs for Systemic Leadership: A Practitioner Perspective  

Henao Tobon, Catalina* with Jorge Andrick Parra Valencia, Andres Rey Piedrahita and Yuliana Botero   Navigating the Trust Delay: A System Dynamics Approach to Scalability in Residential Service SMEs  

Hong, Linya* with Lingxi Liu and Shuo Wang   A Systems Lens on AI‑Driven Job Redesign and Early‑Career Adaptation   Paper

Hong, Matilde L.Y. with Zhixuan Zhang*   Dynamic Feedback Structures in Algorithmic Curation: How Youth Interpret and Respond to Crisis Content on Weibo   Paper

Lamprinakis, Lampros*   From VUCA to Vision: An Embedded Systems Leadership Model for Adaptive Organizations  

Lopez, Jose* with David Keith   Modeling Hype  

Mehmood, Arif*   Bridging the Strategy Gap: Upskilling Executive Leadership for System Dynamics Application in Strategic Decision-Making   Paper

Mehmood, Arif*   Integrating System Dynamics Principles into Large Language Model-Assisted CEO Decision Support: A Framework for Strategic Transition Management   Paper

Modarres Vahid, Melika* with Elvan Gokalp and Selim Cakir   Modelling Interdependencies Between Fast and Luxury Fashion: Implications for Sustainability  

Mounsif, Mehdi*   When Task Structure Is Ignored: Centralization Spirals and Delegation Treadmills in Generative AI Adoption  

Nachtrieb, Robert* with Steven Smith   Will AstroForge Collapse the PGM Market?   Paper

Ninagawa, Noriyasu*   Quantifying Future Scenarios using System Dynamics - Polyolefin Market in 2035   Paper

Peterson, David* with Matthias Otto Mueller   A Technique for Estimating the Progress of System Dynamics   Paper

Priyadarshan, Ankur*   Global Trade Framework for Colombian Medicinal Plants   Paper

Rodat, John*   Are We in the System Dynamics Community Really Going to be Able to Reach CEOs and Other Leaders?   Paper

Sousa, Jorge*   Relationship dynamics in hybrid software development projects – part one  

Sousa, Jorge*   Relationship dynamics in hybrid software development projects part two  

Souza Santos, Rafael* with Shayene Freita da Silva, Thiago Sousa Xavier, Joao Gustavo Rocha dos Santos and Ricardo Matos Chaim   System Dynamics Modeling Applied to Combating Match-Fixing and Money Laundering in the Brazilian Sports Betting Market   Paper

Spano, Miriam* with Nici Zimmermann   Conceptualising Systems Thinking Capability in Organisations: A Dynamic Capability Perspective  

Tamamuro, Toshio* with Yutaka Takahashi   Modeling and Analyzing R&D Strategy of Takeda Pharmaceutical Company   Paper

Tan, Burcu* with Edward Anderson and Geoffrey Parker   Generative AI and Software Quality Dynamics   Paper

Vahidi, Amin* with Mostafa Karami, Mobina Saqi, Hossein Khodabakhshi and Mahsa Sobh   Market Analysis Using System Dynamics: Focusing on the Iranian Marble Industry   Paper

Vencheva, Bilyana*   Modeling risk propagation in dike projects using System Dynamics: a practitioner’s perspective  

Xiao, Tingwen with Hanyu Deng*   How Late Entrant Survive in A Market with A Dominant Firm: A Case Study of JD Takeaway in Chengdu  

Yadav, Neetu*   Corporate Pathway to Net-Zero: A System Dynamics Study of India’s top companies’ Decarbonisation Strategies   Paper

Zimmermann, Nici* with Laura Black and Miriam Spano   A framework of system traditions for use in organization and management research  

Diversity and Ethics
Diversity and Ethics: Features applications of System Dynamics to topics such as gender, race, ethnicity, class, age, and ability, as well as work that examines structural bias and discrimination and explores ethical considerations in social systems and modeling practices.

Engel, Katharina* with Andrew Brown   A Community-Engaged Systems Approach to Safer Primary Healthcare Spaces for Rural LGBTQA+ Youth  

Headen, Irene with Christine Tang, Fernando Redivo and Inge Bleijenbergh*   Diversity related work in the international system dynamics conference (2022-2025): trends and contributions  

Mino, Cindy*   The Problem with the Problem: Asking Better Questions About the Gender Leadership Gap  

Senra, Paula* with Janaina Mascarenhas and Camila Castro   Social Inclusion Variables of Waste Pickers that Influence Reverse Logistics   Paper

Van Dreel, Shauntal* with Saria Bechara, Grace DeHorn and Saras Chung   A Causal Loop Diagram for LGBTQIA+ Inclusive Evidence-Informed Practice Adoption by Teachers  

Economics
Economics: Features papers improving understanding of economic dynamics including macroeconomics, microeconomics, trade, business regulation, economic development, economic policy, insurance, and risk management.

Eroğlu, Ozan* with Mustafa Kerem Yavuz   Education Mismatch, NEETs, and Macroeconomic Performance   Paper

Hryhoriev, Hennadii*   Why does Ukraine’s sovereign debt keep rising? Path dependent dynamics under external official financing  

Loughman, Joshua*   Forecasting Regional Innovation Ecosystem Dynamics  

Luisi, Gerardo*   Identifying the founding elements of a sustainable entrepreneurial ecosystem, an analysis on global warming problem.  

Malczynski, Leonard* with Martin Garcia   Aprendiendo del pasado: the CHECO model  

Nour, Sami*   Fragmentation and Turnover Hold Back Labor Productivity in the Single-family Residential Construction Industry   Paper

Persia, Luca*   Financial Contagion as a Self-Exciting Point Process   Paper

Piorunek, David* with Michael Roos   Ecological Economics Curriculum around Feedbacks between Economic Growth, Climate Change Damage and North-South Divide  

Sahin, Sercin* with Kaan Ogut   The Effects of CBDC on Aggregate Income Through Credit Dynamics and Household Confidence  

Senturk, Feyyaz* with Paulo Goncalves   Pricing and Rebound Effects in Product Sharing Systems  

Environment and Resources
Environment and Resources: Emphasizes dynamics of natural resource management and policy for the environment including food, water, energy and climate change, pollution, environmental laws and regulation, and ecology.

Agbodjan, Marc Marin* with Bonoukpoe Mawuko Sokame   Integrating Push-Pull and Black Soldier Fly Systems for Smallholder Farming system  

Agrawal, Anshul with Nitin Sharma, Shweta Lokhande, Mohammad Arif, Anand Gupta, Pradeep Kumar Mishra, Nikhil Bugalia, Pooja Prasad and Om Damani*   Decision trade-offs of sewage treatment intervention for small river rejuvenation  

Arango-Arango, Santiago* with Veronica Valencia-Hernandez and Amaya de Miguel Mediavilla   System dynamics modeling of energy storage systems diffusion in grid-connected photovoltaic 2 systems in Colombia   Paper

Ariyawansha, Thilanka*   Reframing Tea Cultivation through Systems Thinking: A System Analysis of Conventional Tea Systems and Module-based Vertical Tea Systems in Sri Lanka  

Bal, Elif* with Ali Saysel and İrem Daloğlu Çetinkaya   Assessing the trade-offs between agriculture and ecosystems services in conjunctive irrigation: A case study in the Konya Closed Basin, Türkiye  

Bardi, Ugo*   The End of Population Growth: The System Dynamics view  

Bi, Jiangong* with Sujeong Kang, Jooho Lee, Kihwan Song and Junga Lee   System-Based Diagnosis of Compound Disaster Mechanisms and Policy Intervention Leverage Points  

Buwa, Omkar* with Anand B. Rao and Jayendran Venkateswaran   Battery Refurbishment as a Systems Intervention in Community Solar Mini-Grid Operations  

Carnohan, Shane* with Andreas Nicolaidis Lindqvist, Willem Kruip, Jill Slinger and Ursula McKnight   Using SD methods to support the development of the NbS Services concept: Insights from the NBSPLUS project  

Castaneda Riascos, Monica* with Milton M. Herrera   Simulation model for studying the deployment of electric vehicles in the residential sector of Chile  

Chang, Ruo Ning* and Min-Ren Yan   Sustainable System Design for Science Park Development in Taiwan  

Chang, Yun-Tsui*   Mapping System Dynamics in Spatial Decision Systems: A Bibliometric and Content Analysis of SD–GIS Integration for Sustainable and Resilient Planning  

Cornacchia, Federico with Sebastian Raimondo* and Carlo Giupponi   Climate Risk in Provisioning Ecosystem Services: An Explorative Hybrid Model of Adaptive Behaviour in Clam Harvesting  

Cutler, Emma* with Travis Franck, Lucia Cheney and Juliette Rooney-Varga   Assessing Energy System Resilience amid Rising Electricity Demand and Decarbonization in a Changing Climate  

Diaz Caselles, Luz Mery* with Nelly P Garcia and Merla Kubli   Circular Construction in Bogotá: Understanding Transition Dynamics   Paper

Du Plooy, Corné* with Hakan Ergun   When the Grid loses it's Grip   Paper

Duff, Regan* with Varun Bhardwaj   When Diesel Becomes a Social Problem: A Participatory System Dynamics Generator for Community Fuel Security in Aotearoa New Zealand  

Echeverría, Paulina* with Allyson Beall King and Manuel Garcia-Perez   Policy Scenario Analysis of a Sugarcane-Based Alcohol-to-Jet Sustainable Aviation Fuel Supply Chain   Paper

Friedrich, Arthur* with Nuno Videira, Andra Blumberga, Ritvars Freimains and Pal Davidsen   Circular Economy at the Household Level: A Framework for Modelling Circular Behaviours and Supporting Interactive Learning  

Husmann, Aletta* with Hector Menendez and Jameson Brennan   Developing A System Dynamics Model for Utilization of Greenfeed Technology on Extensive Rangelands  

Jang, Peter* with Hojeong Seo and Suhyeon Oh   System Dynamics Analysis on the Rising Prices of RGGI Emissions Allowances in the U.S. Northeast Auctions   Paper

Jia, Xiaojing* with Changjiang Yu and Weizheng Xie and Ruiqing Zhang   A Biomass–Water Nexus Perspective on Sustainable Agricultural Resource Management: A System Dynamics Research Program Integrating Evolutionary Games  

Jia, Xiaojing with Ruiqi Zhang*   Land–Water Allocation, Yield Stability and Policy Trade-Offs under Climate Change: A System Dynamics Analysis   Paper

Jia, Xiaojing with Ziyan Hu*   Cost-Sharing for Blockchain-Enabled Collaborative Governance of Fruit Tree Residues Based on a System Dynamics Approach   Paper

Kapmeier, Florian* with Andrew Jones, Lori Siegel and John Sterman   Assessing the dynamic impact of nuclear fusion on climate change  

Kazantsev, Nikolai*   Revitalizing Wholesale Markets for Resilient Food Systems: A Model-Based Approach to Evaluate Strategy Interventions  

Kortstee, Fenna* with Zahra Shams Esfandabadi and Bob Walrave   Which Rebound Mechanisms Matter Most? A Multi-level System Dynamics Analysis of Food-sharing Platforms  

Kortstee, Fenna* with Zahra Shams Esfandabadi and Bob Walrave   Endogenous Drivers of Cascading Rebound: Mapping Feedback Loops in Digitally-enabled Sharing Platforms   Paper

Kousemaker, Timothy* with Gerald Jonker   Mapping Robust Pathways For The (Bio-)PET Transition: Integrating System Dynamics, LCA, and Deep Uncertainty  

Kruip, Willem* with Jill Slinger, Lieke Hüsken and Floortje d’Hont   A conceptual systems model of an Anthropogenic delta   Paper

Kuptel, Alexander*   Saving Costs and Shaving Demand: Batteries and Rooftop Solar as Complements to Grid Investment in Massachusetts  

Liegl, Theresa* with Merla Kubli   Tackling the Elephant in the Room of Energy Models: Simulating Behavior Change and Feedback Dynamics   Paper

Liegl, Theresa* with Simon Schramm   Coupling Techno-Economic Optimization and Socio-Technical System Dynamics: A Work in Progress on Modeling Decentralized Energy Transitions  

Lozada Campo, Nathalia*   Barriers to the Diffusion of PV Energy Generation as Strategy for Electrification in Colombia's Non-Interconnected Zones  

Lu, Tianchu* with Shailesh Shrestha, Albert Boaitey, Tarek Soliman, Nicola Noble, Steven Jacobs and Kerry Whiteside   UK livestock farmers’ incentives and barriers for change in the transition to Net Zero  

Mamashli, Zakie* with Michael Aba and Paulo Goncalves   Feedback Dynamics of the Energy Transition: A System Dynamics Analysis of Renewable Energy Adoption  

Mathur, Pradnya* with Mihir Mathur   Sustainability Challenges of Shrimp Farming on Coastal Lands: Archetypal Interplays of Disasters, Ecosystems and Livelihoods  

Metelitsa, Vladimir* with Maria Manez   A System Dynamics Model of Augmented-Reality-Based Climate Service Co-Production  

Nachtrieb, Robert* with Steven Smith   AI Hastens Limits to Exponential Growth  

Nicolaidis Lindqvist, Andreas* and Jan Adamowski   A simple and scalable module for semi-distributed hydrological simulation  

Oh, Soyoung with Saidou Sy, Travis Franck*, Kate Hua-Ke Chi, Kelly Sims Gallagher and Agus Sari   Changing the Fuel of Growth: An Assessment of Indonesia's Economics When Switching from Coal to Clean Development  

Palucci, Matteo* with Jalomi Maayan Tardif and Vasco Medici   Exploring policy mixes for the decarbonization of the Swiss residential sector: a hybrid System Dynamics approach   Paper

Paranoan, Arjuna Jonathan* with Saeed Langarudi, Takuma Ono, Caryl Benjamin and Odnan Ref Sanchez   Exploring the Effects of Offshore Wind Farm Spatial Exclusion on Fishing Vessel Behavior: An Agent-Based Model Using AIS Data from the Norwegian North  

Park, JooHyuk* with Daesik Kim, Hyewon Kim, Seongmin Jeon and Jihyeon Lee   A CityGML-Based 3D Policy Simulation Environment for Curating and Validating Digital Land Information Resources  

Parsa, Ali* with Justin Sheffield   Coupling Fast Biophysical and Slow Socio-Economic Dynamics to Model Resilience in the UK Poultry System  

Perez, Raul* with Paulina Echeverría, Claudia Valderrama, Allyson Beall King and Manuel Garcia-Perez   Modeling Sustainable Aviation Fuel Supply Chain Feasibility Using System Dynamics: Insights from Lipid-Based Pathway   Paper

Poderyte, Ieva* with Thomas Elliot   System Dynamics Modelling of National Building Stock Decarbonisation Pathways under Climate Neutrality Targets  

Pyanov, Nikita*   Modeling of Urban Emissions: The Case of Almaty  

Rabinowitz, Zachary*   Structural Integration of Carbon Dioxide Removal: A System Dynamics Approach to Biochar in Global Coffee Value Chains  

Rieder, Erica* with Tom Fiddaman, Stephanie R. Penk, Richard E.W. Berl, C. LeAnn White and Daniel P. Walsh   Lessons from Supporting US State Wildlife Agencies in Managing Chronic Wasting Disease  

Robitaille, William* with Jan Adamowski and Andreas Nicolaidis Lindqvist   Persistence of Pesticide Use in Quebec Field Crops: A Participatory Modeling Approach Using Causal Loop Diagrams to understand leverage policies point  

Sagnard, Jade* with Natalia Vechiu and Jérémy Legardeur   Modeling Circular Economy Barriers to Textile Waste Valorization using Causal Loop Diagram  

Schoenberg, Billy* with Jefferson K. Rajah, Chris Wells, David Collste, Beniamino Callegari, Benjamin Blanz, Andreas Nicolaidis Lindqvist, Alex Koberle and Birgit Kopainsky   From accelerating growth to biophysical brakes: The processes that shape the future of the global human & Earth System   Paper

Selvig-Larsen, Millie* with Marie Halland and Elena Virciglio   Unpacking the Dynamics of the Stagnant Adoption of Meat Alternatives in Norway   Paper

Sharma, Prachi with Mihir Mathur and Pradnya Mathur*   Working with the Complexities of an Ecosystem Transition Zone: A Systems Thinking Approach  

Sheehan, John* with Jasmine Dillon   Cows and climate: questioning the greenhouse gas accounting of livestock methane impacts  

Shongwe, Fritz*   The Energy Transition and Rural-Urban Migration Within South Africa  

Siemer, Anna R.* with Stefan Groesser   Forecasting Photovoltaic Decommissioning: Integrating Survival Analysis and System Dynamics for Long-Term PV Waste Projections   Paper

Siemer, Anna R.* with Stefan Groesser   Photovoltaic waste collection: A neglected bottleneck on the way to scaling up recycling  

Silva, Maria Angelica with Eduardo Franco, Luiza Cunha, Vinicius Picanço Rodrigues* and Adriana Leiras   Systemic Perspectives on Climate Change and Humanitarian Operations: Integrating Policy and Sustainability Agendas  

Simons, Andrew with Aemiro Melkamu Daniel, Andreas Nicolaidis Lindqvist*, Sofie Gustafsson and Shane Carnohan   Integration of system dynamics and discrete choice modelling – A case study based on district heating in Sweden  

Susnik, Janez*   Assessing WEFE nexus policies under uncertainty in the Inkomati-Usuthu Water Management Area, South Africa, and the role of machine learning  

Swamy, Deepthi with Etiënne Rouwette and Sibel Eker*   Global food and energy scenarios driven by lifestyle changes  

Tan, Ryan Yi Wei* and Sibel Eker   FeliXSim: An Interactive Simulation Environment for Global Systems Modeling in Climate and Sustainability Contexts  

Tang, Chen*   When Abundance Turns to Scarcity: Systemic Vulnerability and Water Governance in the Glacier–Fed Aksu–Tarim Basin, NW China  

Tang, Christine* with Ilya Zaslavsky, Alexander Fernald, Ana Cristina Garcia Vasquez, Alfredo Granados Olivas, Raul Paat, Inga Retike, Vytautas Samalavičius, Oleksii Shevchenko, GRANDE-U Team   Springing Towards Understanding the Dynamics of Transboundary Groundwater Data Sharing and Its Effect on Management  

Turliuk, Jennifer with John Sterman*   The Net Climate Impact of Artificial Intelligence (AI):  Balancing Current Costs with Future Climate Benefits   

Uriona Maldonado, Mauricio* with Caroline Rodrigues Vaz   Using the FRIDA Framework to Evaluate Endogenous Human-Climate Responses to Climate Intervention Scenarios   Paper

Valderrama, Claudia, Raul Perez, Allyson Beall King* and Manuel Garcia-Perez   The Dynamics Behind Sustainable Biofuels: Lessons from Latin American Supply-Chain Models   Paper

Valderrama, Claudia* with Manuel Garcia-Perez and Allyson Beall King   Landfill-to-Biorefinery Transitions in Municipal Waste Systems: A System Dynamics Approach   Paper

Vargas Mesa, Dayhanna Stephania with Juan Carlos Osorio Gómez* and Juan Jose Bravo Bastidas   Evaluating Crop Planning Decisions in Family Farming Systems under Resource Constraints: A Dynamic Modeling Approach   Paper

Välimaa, Verneri* with Merla Kubli   Positive Tipping Point Dynamics and the Role of Entrepreneurial Activity  

Zhou, Ke* with Irene Pluchinotta and Nici Zimmermann   Housing Efficiency, Fuel Poverty, and NHS Burden: Modelling health-equitable decarbonization pathways in England  

Health
Health: Applies System Dynamics to issues related to health and health care including health policy, health services research, population health, and physiology.

A Vieira, Carine* with Ivan Silva, Sisay Debele, Nikita Strelkovskii, Sharif Ismail, romain clercq-roques, Fiammetta Bozzani, Agnes Rwashana Semwanga, Everton N. Silva, Anna Foss   Building Resilience to Floods and Heat in Brazil’s Maternal and Child Health System: The Case of Palmares/Pernambuco  

Agalliu, Ilir*   Risk Factors and Predictive Modeling of Total and Aggressive Prostate Cancer in African Men  

Aiko, Beatrice* with David Thomas Myemba, Leonor Guariguata, Raphael Sangeda, Nico Vandaele and Catherine Decouttere   Do Theory-Derived Interventions Hold Up in Complex Systems? A Modeling Study of HIV Drug Resistance   Paper

Ansah, John* with Robinson Salazar   Reducing Urban Cardiovascular Disparities Through Community Health Worker–Led Risk Management: A Simulation Study of ACHIEVE-GreatER   Paper

Ansah, John* with Jansi Patel   Operationalizing RE-AIM as a Dynamic System: A System Dynamics Simulation Model of Implementation Trajectories and Sustainability   Paper

Ansah, John with Robinson Salazar*   Structural Drivers of Black Maternal Health Inequities: A Community-Engaged Systems Mapping Study in Cuyahoga County, Ohio   Paper

Atkinson, Nicki* with Jean Spinks, Lisa Nissen and Sue McAvoy   How Governance Design Shapes Primary Care Team Configuration: Insights from Stakeholder-Generated Causal Loop Diagrams  

Babaei Shalmani, Kian* with Navid Ghaffarzadegan   Optimal Vaccination Policy in the Presence of Behavioral Response  

Bachman, Rebecca* with Nasim Sabounchi and David Lounsbury   Modeling dengue and Aedes habitat: Exploring urban green infrastructure and insecticide dynamics in a work-in-progress system dynamics model  

Barnabè, Federico* with Riccardo Santoni and Maria Cleofe Giorgino   Modeling and improving integrated healthcare pathways through Systems Thinking and System Dynamics: a case study  

Brereton, Claire*   The role of Community Health Promoters in Kenya - effective policy for success   Paper

Canty, Turner* with Rebekah Heckmann, Robert Heimer, Matthew Lootens, Caitlin Ryus, Michael Pantalon and Nasim Sabounchi   Advancing Understanding of Opioid-Related Overdose Mortality in Connecticut Through Simulation  

Cerrito, Adrien* with Florian Forelli, Siri Nyfeler, Jakob Uhr, Maxime Fleury, Gil Chariatte, Anne Cuenat, Guillaume Longhi and Stefan Groesser   Running technique, running-related injuries, and running economy: a qualitative system dynamics modelling approach  

Chua, Brandon* with Nanthanut Piya-aksornsak, Natcha Warongsinghara and Siobhan Botwright   Exploring the dynamics of maternal, newborn and child health services for undocumented immigrants in Thailand along the Thai-Myanmar border  

Crielaard, Loes* with Luc Hagenaars, Jillian OMara, Mary Nicolaou, Wilma Waterlander and Karien Stronks   Using systems archetypes in public health: A review connecting system dynamics literature and public health applications   Paper

Daas, Charmi with Joel Gittelsohn, Uriyoan Colon-Ramos, Sneha Rout, Stacey Williamson and Meibin Chen*   Using System Archetypes to Inform Implementation and Sustainability of a Restaurant Intervention to Improve Healthy Food Access  

Deutsch, Arielle with Zeynep Hasgul, Leah Frerichs, Mohammad Jalali* and Erin Stringfellow   Drivers of perinatal care inequities among pregnant people in South Dakota: patient, provider, and health system interactions  

Downward, George*   The Exposome and its use in Navigating Complex Systems  

Eslamifar, Gholamreza with Saeideh Fallah-Fini*   Modeling Food Insecurity as a Dynamic System: Feedback Mechanisms, Structural Drivers, and Leverage Points for Policy  

Evans, Chad* with Donald Martin and John Ansah   Modeling the “Surgical Trap”: A Community-Based System Dynamics Approach to Chronic Pain in Former NFL Players  

Fallah-Fini, Saeideh* with Hazhir Rahmandad, John Blundell and Boyd Swinburn   The Tonic/Dynamic Energy Balance System: Results from system dynamics modelling of five conditions of weight change  

Guariguata, Leonor* with Eloise Dagneau, Jepsy Yango, Placide Mbala and Catherine Decouttere   A stakeholder-informed causal loop diagram of the dynamics in Ebola outbreak response and understanding the potential impact of rapid diagnostic testi   Paper

Guttieres, Donovan with Marthe Vandepitte, Akhil Kumar Srivastav, Carla Van Riet, Nico Vandaele and Catherine Decouttere*   Closing evidence gaps to inform pandemic preparedness and response in Europe: Case study of the DURABLE network  

Hagenaars, Luc* with Jillian OMara, Loes Crielaard, Yogi Hendlin, Wilma Waterlander and Karien Stronks   What are the Systemic Drivers of Commercial Health Harms? Identifying Systems Archetypes in the Commercial Determinants of Health   Paper

Hasgul, Zeynep with Nurilign Abebe Moges, Gizew Asres, Hannah Lee, Edemealem Adimasu, Adane Nigusie, Mezgebu Yitayal and Mohammad Jalali*   Health Financing Reform and Noncommunicable Diseases Care: A Modeling Analysis in Ethiopia  

He, Yuxiao* with Janez Susnik   Participatory System Dynamics Modelling of the Water-Energy-Food-Health Nexus in the Inkomati–Usuthu Basin, South Africa  

Heuvelman, Fleur Heuvelman* with Joline Beulens and Nicole den Braver   Mechanisms shaping inequity in physical activity-related policy systems: an expert-based conceptual systems model  

Heuven, Ruben* with Saskia Van den Berg, Jeljer Hoekstra, Sandra van Oostrom and Karin Proper   The complex problem of burnout complaints among Dutch healthcare workers - a System Dynamics study  

Immanuelle, Asha* with Chad Evans   From Insight to Infrastructure: Translating Community-Based System Dynamics into Implementation Pathways for Maternal Health Equity  

Izcue Gana, Jose*   Applying Systems Thinking to Understand the Nutrition Transition in Kenya   Paper

Jalloh, Mohamed*   The Men of African Descent Carcinoma of the Prostate (MADCaP) consortium : a dynamic commitment to address prostate cancer disparity in black men  

Karanfil, Özge*   From Evidence to Policy: System Dynamics Perspectives on the Future of Cancer Early Detection  

Kazantsev, Nikolai* with Oleksii Petrovskyi   A System Dynamics to Optimize Non-Pharmaceutical Interventions for Pandemic Response  

Kenzie, Erin* with Rachel Kudzin, Kristen Hassmiller Lich, Mellodie Seater, Michael Wohner and Alexandra Nielsen   Shaping policy and capital investment in Oregon’s acute mental health system using a hybrid discrete event / system dynamics simulation model  

Kivuti-Bitok, Lucy*   Evaluating the Added Value of Adolescent Cervical Cancer Education within HPV Vaccination and Screening Programs in Kenya.  

Kumar, Ashish with Constance Xue Rui Neo, Kailasam Manimegalai, Audrey Tze Ting Khoo, Mohammad Jalali, Geoffrey Gui Kah Tack, Hiang Khoon Tan , Yi Feng Lai and Sean Shao Wei Lam*   Achieving the Real-World Application of Long-Range Health System Simulation: Insight from Two Case Studies  

Lam, Sean Shao Wei* with Chen Jizu, Joshua Jiang Yao Lai, Chia Ming Teo, Jingyi Tang, Qien Zhang, Hanimi Kallam Reddy and Ashish Kumar   Understanding Operating Theatre Inefficiencies Through System Dynamics Modelling for Surgical Planning in Singapore’s Public Healthcare System  

Lee, Moo Hyuk* with Jungwoo Kim, Ji-Su Lee, Taesik Lee and Young Kyung Do   Designing investment strategies for a regionally self-sufficient healthcare system in South Korea: an agent-based modeling and simulation approach   Paper

Leerapan, Borwornsom* with Phanuwich Kaewkamjornchai, Natthawut Iangtanarat, Pard Teekasap, Salin Sriudomporn and Kwanpracha Chiangchaisakulthai   Beyond Single-Disease Policies: A System Dynamics Model of Value-Based Payment for Cardiovascular–Kidney–Metabolic Health in Thailand  

Luijben, Guus* with Willem L. Auping and Patrick Steinmann   Modelling system dynamics for informing foresight studies  

Luini, Cecilia with Giovanni Cunico, Luca Gasparinetti and Paulo Goncalves*   Endogenizing Governance in Pandemic Preparedness: EU Threat Assessment and Response  

Mahmoudi, Hesam* with Fatima Sadjadpour, Saman Mohsenirad, Alexandra L. Potter, G. Scott Gazelle and Chi-Fu J, Yang   From Recruitment to Reinforcement: Dynamics of Participation in Lung Cancer Screening  

Malczynski, Leonard with Amelia Lim*, Jamaica Briones, Marya Getchell, Jing Lou, Jia Hui Chai, David Bruce Matchar and Alec Morton   System Dynamics Modelling of Genetic Testing Policies for Familial Hypercholesterolaemia in Singapore  

Mazariego, Jose* with Kira Argenio, David Lounsbury, Turner Canty and Nasim Sabounchi   A System Dynamics Model of HPV Vaccinations Among Adolescent Boys in New York State  

Messerli, Natalie*   Participatory Systems Thinking to Inform Implementation Pathways for PrEP: Early Insights from a Co-Design Process in Switzerland  

Moreta, Alexander* with Nasim Sabounchi and David Lounsbury   Virtual Group Model Building Activities aimed at Understanding Facilitators and Barriers to Men’s Healthcare Service Engagement & Retention  

Nishi, Nobuo* with Takehiro Sugiyama, Sayuri Goryoda, Yutaka Takahashi, Katsuyuki Miura and Nayu Ikeda   Impact of salt reduction on medical expenditure for hypertension in Japan: national and subnational simulation models   Paper

OMara, Jillian* with Loes Crielaard, Luc Hagenaars, Karien Stronks and Wilma Waterlander   Using systems archetypes to understand system behaviour and identify leverage points for change in local obesity prevention in the Netherlands   Paper

Ouko, Rehema*, Peter M Macharia, Josefien van Olmen, Lenka Beňová, Aline Semaan   Tracking events to inform a system dynamics model of maternal and newborn healthcare services in urban settings: Insights from Lubumbashi City, DRC.  

Paridar, Pouria* with Erin Frame, Yilin Huang and Alexander Verbraeck   A System Dynamics Framework for Transport-Based Early Warning: Modelling Travel-Capable Infectious Population   Paper

Parra Valencia, Jorge Andrick* and Vinaytosh Mishra   Digital Health Design for Leverage: Transitioning to Proactive Health Ecosystems through Systems Thinking.   Paper

Purcell, Austin*   How do Human Behaviors impact the rate at which a disease becomes Resistant to an Antibiotic?   Paper

Rahman, Marcia* with Larissa Calancie and Christina Economos   Beyond the Intervention: Mapping the Feedback Dynamics That Shape Dietary Behavior Following a Produce Prescription Program in Rural Mississippi   Paper

Rajah, Jefferson K.* with Christopher Hutchison, William Chernicoff, Paulo Goncalves and Birgit Kopainsky   Expanded digital prosthetic services: Health policy insights from a system dynamics simulation model  

Sabounchi, Nasim*   Using System Dynamics Modeling to Compare County-Level Responses to the Opioid Crisis in the New York HEALing Communities Study  

Schulhofer, Lena* with Ellis Ballard, Lucy Regales, Grace Tyau, Mia Kouveliotes, Megan Neal, Junu Rana Magar Junu Rana Magar and Morgan Shields   Understanding and Mitigating Impacts of Involuntary Psychiatric Hospitalization in the Context of Recent U.S. Policy Reforms  

Simms, Ivory* with Peter Hovmand and Avianna Thompson   Decision Making in Food Systems: Understanding The Mental Models for Site Placement and Access of Food Retailers in Low-income Markets  

Simon, Jessica* with Raymond Smith, Gregory Dalack, Nasuh Malah and Kristen Hassmiller Lich   Adapting a System Dynamics Model for a Local Youth Mental Health Crisis Continuum  

Sonthalia, Shreya* with Corinna Elsenbroich, Petra Meier and Mohammad Jalali   The Persistence of Gendered Mental Health Disparities in Scotland  

Taheri, Saeed* with Antuela Tako, Justine Davies, Katherine Chu, Lucia DAmbruoso and Laura Bojke   Improving trauma care in low- and middle-income countries: exploring interventions across the four delays framework  

Thompson, Avianna* with Peter Hovmand   Urban Dynamics Modeling Methods for Regional Health Equity   Paper

Thompson, Kyle* with Robin Brown and Brian Biroscak and Peter Hovmand   Community-Based System Dynamics to Address Lead Poisoning and Structural Determinants of Health  

Tsui, Therese* with Siobhan Botwright   Systems Dynamics for challenges to Universal healthcare in a Southeast Asian Country   Paper

Vandepitte, Marthe*, Eloise Dagneau, Nico Vandaele and Catherine Decouttere   Understanding pandemic response decision pathways: a systems perspective based on learning across four EU countries  

Wong, Hannah* with Mohammad Jalali, Jie Chen, Tamara Daly, Liane Ginsburg, Hsien Seow, Hannah Sheikhdon and Najah Flowers   Obstacles to High-Quality and Holistic Care: Dynamic Analysis of Job Turnover in Nursing Home Workers  

Xu, Ran with Navid Ghaffarzadegan*, Gaofei Zhang, Goshi Aoki and Hazhir Rahmandad   Population-Level Dynamics of COVID-19 Vaccine Uptake in the US   Paper

Yongphiphatwong, Natcha* with Chayakorn Phumchumphol, Nattaporn Muhpayak, Chinnawat Chaisuriyasak, Panisa Songsithichoke, Siobhan Botwright, Jeerath Phannajit and Worawan Chandoevwit   Exploring the Role of System Dynamics in Transition Design: A Case Study of Unplanned Dialysis Prevention in Thailand  

Zhao, Wang* with Pei Shan Loo, Patricia Arnaiz, Matthew Arentz and Daniel Cobos Muñoz   Calibrating a Hypertension Model Across 20 Cities Using Open Data: Workflow and Parameter Identifiability  

Zjalic, Doris* with Erik van Raaij and Chiara Cadeddu   The mechanism underlying depression development in urban context and the role of green infrastructure: a causal loop diagram  

Zwart, Bora* with Maura Leusder, Sandra Sülz, Özge Karanfil and Maarten IJzerman   Operational feasibility and scaling dynamics of hospital-based production of personalised RNA therapies  

Learning and Teaching
Learning and Teaching: The manner in which system skills are taught and learned including pedagogy, learning experiments, curriculum development, workshop design and interactive activities designed to be part of an educational experience.

Allen, Jennica*   Democratizing Systems Thinking for Public Health Professionals   Paper

Allen, John with Samuel Allen*   Leveraging K-12 Simulation Models and AI-based Coding to Create Fun Systems Thinking Games  

Araujo, Francisco*   Archetype-Based Organizational Change: A Teaching Experiment with Undergraduate Business Students   Paper

Araujo, Francisco*   Seeing What Was Invisible: Journaling, Stockfinder, and the Emergence of Systemic Thinking in Organizational Change Education   Paper

Ardawatia, Himanshu*   Glaring Reality Simulation Game - For Collaboration, Systems Thinking Literacy & Systemic Sense-making  

Azad, Amin*   Systems Thinking as a Catalyst for Opportunity Identification in Early Stage Engineering Venture Teams   Paper

Azad, Amin* with Hazhir Rahmandad   From Spreadsheet to Structural Critique: How Representation Shapes Evaluation of Startup Financial Projections  

Ballard, Ellis*   Reflection on strategies for teaching SD through applied, community-based course collaboration: 10 years of CBSD in Social Work and Public Health   Paper

Biroscak, Brian* with Robinson Salazar, Julie Collins, Steve Fening and Peter Hovmand   Modeling the I-Corps Program Theory: A System Dynamics Approach to Understanding Translational Scientist Development  

Ceylan Alibeyoglu, Meltem*   Systems Thinking in K-12 Education in Türkiye  

Christman, Sarah*   Integrating Systems Thinking Into PK-5TH Grade Elementary Curriculum  

Chung, Saras with Xinyuan Yu*   How do we know it’s working? Developing measures to gauge systems thinking and system dynamics skills in children and adolescents  

Goh, Jenson*   From Parts to Wholes: Transforming Engineering Education Through Tinkering-Based Systems Thinking  

Hogan, Grace* with Sarah Christman and Saras Chung   Systems Thinker Circles: how systems thinking fosters social emotional learning and positive youth development through service learning   

MacDonald, Rod* with Robert Brent   From Models to Mindsets: Building a Systems Thinking Curriculum for 21st Century Problem Solving  

O'Neill, Ellen* with David Keith, Nici Zimmermann, Hazhir Rahmandad and Saras Chung   How do we learn from system dynamics models  

Olaya, Camilo* with Laura Guzman-Abello   Teaching Project Management through System Dynamics: The Case of the Tamales Factory  

Rosidin, Nanang*   From Static Analysis to Dynamic Insight: Improving Freight Management Learning through System Dynamics Simulation  

Sreenivasulu, Bellam* with Ramanathan Subramaniam   What Does Systems Thinking Mean to Undergraduates?- Findings from a Research Study  

van den Elshout, Coen* with Tess Jongsma, Mieke Struik and Willem L. Auping   Implementing System Dynamics in the Dutch National Police  

Yan, Min-Ren* with Yi-En Ko   Mainstreaming System Dynamics Education for Sustainable Development: A Strategic Architecture of SSD School Innovation  

Zaini, Raafat* with Emily York   From Plausible Futures to Systems Modeling: Integrating Scenario Planning and System Dynamics through Co-Teaching  

Zhao, Wang* with Linfang Su   Teaching Ship Lifecycle Dynamics and the Commons Dilemma Through a Multiplayer Fishing Game Pre-Calibrated with Rule-Based Agents  

Methodology
Methodology: Welcomes contributions to System Dynamics modeling and simulation including quantitative and qualitative aspects of model development, model analysis, validation, graphical presentation formats, computational techniques, and integration of System Dynamics with other approaches such as Artificial Intelligence and Predictive Analytics.

Adler, Dan*   Evolutionary Systems Thinking: From Equilibrium Models to Open-Ended Adaptive Dynamics   Paper

Ahmadi, Ali* with Masoud Fakhimi and Carin Magnusson   Exploring the Role of Explainable AI Across the System Dynamics Modelling Process  

Alexander, Alton*   Code-First System Dynamics: An LLM-Enabled Workflow for Validatable and Structurally Recoverable Modeling   Paper

Amorocho-Daza, Henry* with Janez Susnik, Tamara Avellán and Jill Slinger   Places to intervene in a model: Using Meadows' leverage points to assess model evolution in participatory system dynamics  

Antequera, Felipe with David Lounsbury*, Diana Hernandez and Earle Chambers   Causal loop diagramming for synthesizing results in a multi-method, multi-level assessment of revitalization in two large urban catchment areas  

Aoki, Goshi* with Navid Ghaffarzadegan   AI Agents in the Policy Feedback Loop  

Biroscak, Brian* with Brian Lujan   Evidence and Innovation in SD-Based Interactive Learning Environments: A Scoping Review with SD Modeling  

Carli, Alessandro with Maret Clement, Jonas Mårtensson, Anna Pernestål* and Mattheiu Barreau   Extracting Analytical Surrogates from System Dynamics Models via SINDy and Neural ODEs: An Application to Electric Freight  

Çetiner, Burak* with Gönenç Yücel and Yaman Barlas   Performance of Large Language Models in Graduate-Level System Dynamics Exams   Paper

Chen, Meibin* with Amrita Rao, Sarah M Murray, Stefan Baral and Tak Igusa   Bridging Causal Loop Diagrams and Quantitative Simulation: A Data-Informed Framework for Estimating Latent Social Dynamics  

Cherfaoui, Djaffar* with Selmin Nurcan and Stephane Copin   System Dynamics-based Lean Startup Integrated Framework (SyD-LSIF)  

Cildoz, Marta* with David Lounsbury, Fermin Mallor, Ozgur Araz and Nasim Sabounchi   A Hybrid System Dynamics–Discrete Event Simulation Framework to Model Behavioural Demand Self-Regulation in Specialist Healthcare  

Costa Alves, Ian*   Numerical Optimization in System Dynamics Models: Calibration and Optimal-Policy Search in World3   Paper

Deval, Rishav with Jayendran Venkateswaran* and Jayendran Venkateswaran   Balancing Sustainability and Operational Resilience: A Multi-Method Digital Twin Framework for Production Systems  

Duggan, Jim*   Exploring Loop and Parameters Influence using Sensitivity Analysis with Explanatory Model Analysis   Paper

Fuortes, Agnese* with Merla Kubli, Carlos Felipe Blanco Rocha, Joris Quik and Willie Peijnenburg   Coupling System Dynamics and Life-Cycle Assessment to Assess Environmental Impacts of Residential Heating Electrification  

Gao, Lei*   Algorithmic Friction and Yin-Yang Cybernetics: Reconstructing the Foundational Logic of System Dynamics in the Age of AI  

Geurts, Madelon* with Saskia Van den Berg, Etiënne Rouwette, Rick Prins and Guus Luijben   Using tools to accelerate the development of quantitative modelling  

Ghadjari, Hossein* with Saeid Saidi, Eaman Jahani and Reihaneh Ghaffari   Framing the commons - How collective decision changes by Generative AI on a common pool resource problem   Paper

Gomez, Liliana* with Johnny Valencia-Calvo and Johnny Tamayo Arias   Toward a Structural Understanding of Technology Transfer in the Construction Sector in Colombia   Paper

Guzzo, Daniel* with Luisa Díez-Echavarría, Sergio Andrés Ospino Ricardo, Asher Kite, Karim Chichakly and Daniela Pigosso   Towards the demonstration of principles and practices for a modular approach to system dynamics model building   Paper

Heuven, Ruben* with Federica Russo, Saskia Van den Berg, Sandra van Oostrom, Guus Luijben and Karin Proper   What Counts as Evidence for Causal Loop Diagram Validation in Public Health?  

Hu, Bo* with Bo Zhang, Justin Hoffman and Michael Woywadt   ChatXmile: An LLM-Assisted Closed-Loop Workflow for the System Dynamics Process  

Indriani, Siti* with Rob Raven and Cameron Allen   Tipping Points and Multi-system Interactions in the Acceleration of Sustainability Transitions  

Izadbakhsh, Hamidreza* and Nasim GhanbarTehrani   A Hybrid Methodology to Bridge Expert Insight and AI Reasoning   Paper

Jamali, Zeinab* with Nathaniel Osgood   Parameter-Based Eigenvalue Elasticity Analysis for Stock-and-Flow Models in a Categorical Framework   Paper

Johnson, Anne* with Janice Kooken   Refining a Systems Thinking Rubric for Serious Games  

Khani, Raana* with Mohammad S. Owlia   Can natural language processing methods identify subsystems of variables in system dynamics models?  

Kuspinar, Mutlu Mustafa* with Åžeyma Emeç and Burak Erkayman   Integration of System Dynamics and Machine Learning: A Comprehensive Literature Review   Paper

Lamba, Ritika* with Peter Hovmand   Data Science Workflow For Scaling Reproducible Model Analysis  

Lamba, Ritika* with Peter Hovmand   An Open-Source Python Replication of the Loop Impact Method for System Dynamics Model Analysis  

Lane, David*   A Rose By Any Other Name? The change from ‘industrial dynamics’ to ‘system dynamics’ and its deeper significance for the field   Paper

Manickam, Indu with Asmeret Naugle*, Sara Peterson and Bobby Jeffers   Evaluation and Review of Causal Loop Diagrams​ using Large Language Models  

Mathur, Mihir* with Pradnya Mathur   Indicators for Systems Change: Integrating System Dynamics into Learning, Monitoring and Evaluation Systems  

McDougall, Scott*   O8 Interaction Grammar: Toward a Cross-Domain Framework for Interactional Structure in Complex Systems  

Metcalf, Sara* with Billy Schoenberg   BEAMS: Benchmarking and Evaluating AI for Modeling and Simulation   Paper

Moghadam Manesh, Mehdi with Leonard Malczynski*   The Kissing Fishes Diagram: A Structured Approach to Fostering Operational Thinking in Model Conceptualization   Paper

Moghadam Manesh, Mehdi with Leonard Malczynski*   Operationalizing Model Conceptualization: From Tacit Expertise to Structured Practice  

Moghadam Manesh, Mehdi* with Shayan Firouzian and Roos Bakker   From Text to Sector Maps: Automating System Dynamics Conceptualization Using Large Language Models   Paper

Naugle, Asmeret* with Indu Manickam   System Dynamics Model Types: An Organizing Framework for Considering Model Quality  

Ny, Henrik*   Normatively Framed System Dynamics (NFSD): A Progressive Architecture for Integrating Strategic Sustainability Planning with System Dynamics   Paper

Ogawa, Takashi*   Analyzing the Frequency Characteristics of Supply Chain Dynamics: An Application of Wavelet Spectral Analysis  

Panchal, Shlok with Mohammad Jalali*   From Running Models to Understanding Them: Conversational Interfaces for System Dynamics Dashboards  

Park, William* with Billy Schoenberg   Evaluating the Capabilities of AI-Enabled Tools to Build and Edit Models with Modules  

Paudel, Pravin*   Systemic effect of climate change and energy insecurity on health and wellbeing of older adults in low- and middle-income countries (LMIC)  

Prada, Adalberto with Daniel Ortiz Castillo, Luis Rabelo, Cristian Rincon-Guio, Juan Pablo Zamora Aguas, Nathalia Orozco Morales, Mayra Bornacelly Castaneda and Edgar Gutierrez*   Building Validated Causal Loops: A New Methodology Bridging Ishikawa Diagrams and Temporal Causality Analysis   Paper

Pruyt, Erik* with Tushith Islam   Saving the World with Models? System Dynamics Models on and across Global, Regional, and Country Scales  

Pruyt, Erik* with Tushith Islam   Seven Years of Trying to Help Understand and Improve Systems : Lessons Learned from Practicing System Dynamics in the Public Sector  

Putranti, Theresia Bhekti* with Beniamino Callegari, Benjamin Blanz and Billy Schoenberg   Weakening Persistent Climate-Driven Financial Default: Policy Mechanism Design Using FRIDA Integrated Assessment Model  

Rosa Coletta, Virginia* with Laura Selicato, Matthew Hutcheson and Irene Pluchinotta   Screening potential leverage points in complex systems using an analytical framework based on Causal Loop Diagrams  

Saran, Akash* with Arjun Mujumdar, Ryan Chung, Caleb Wen, Ishan Khetarpal and Mark Estep   Monte Carlo Simulation Support in LunaSim: A Browser-Based System Dynamics Modeling Platform for Sensitivity Analysis   Paper

Schoenberg, Billy* with Sara Metcalf   Open Source Tools for AI Supported System Dynamics Modeling & Analysis   Paper

Strohhecker, Jürgen* with Michael Leyer   Do LLM-based AI agents missteer accumulation processes like humans?  

Tugrul, Melis* with Mert Edali, Gönenç Yücel and Mustafa Baydogan   A Tree-Based Multi-Output Clustering Approach for Pattern-Oriented Analysis of System Dynamics Model Outputs  

Uleman, Jeroen* with Loes Crielaard and Guido Veldhuis and Rick Quax   Diagrams-to-Dynamics (D2D): Exploring Causal Loop Diagram Leverage Points under Uncertainty  

Uyar, Tugba* with Melis Tugrul, Gönenç Yücel, Yaman Barlas and Mustafa Baydogan   Exploring Black-Box Parameter Calibration Techniques in System Dynamics Models  

van der Schot, Joris*   Balancing-as-a-Service : New Methods for Managing Instability on the Grid  

van der Wolf, Lukas* with Willem L. Auping, and Patrick Steinmann   Integrating Loops That Matter into Scenario Discovery for System Dynamics Models   Paper

Veldhuis, Guido and Patrick Steinmann* and Rob van Waas   From Data to Model Structure: A Generative Algorithm to develop System Dynamics Models   Paper

Viero, Pietro with Filippo Incerti, Ali Vaezi, Mustafa Ozan Nesanir, Filippo Maria Ottaviani, Andrea Ferrarai, Massimo Rebuglio and Giovanni Zenezini*   OpenCLD: A Scalable Python Library for System Dynamics Modelling   Paper

Zhu, Quan*   Make the Translation from BPMN to SD Operable  

Operations
Operations: Includes business and other process operations including capacity management, quality control, operations management, supply chains, workflow, queuing, and workforce planning.

Bagheri, Ali with Andreas Groessler*   Beyond Deterministic Assumptions: A Stochastic System Dynamics Approach to Comparing Resilience in Linear vs. Circular Supply Chains  

Cave, Sion* with Ryan Cunningham, Josebha Santhini and Catherine Borland   Using System Dynamics in Workforce Strategy at NHS Wales Building Towards a National Workforce Digital Twin  

de Souza, Viviane* with Debora Brenner Finkler, Gabriel Laux dos Santos and mmorandi Morandi   A Systemic Analysis of the Effects of Public Investment on Innovation Ecosystems Using System Dynamics  

Diemer, Arnaud*   System dynamics for circular business models, the case of recycled PET in the tire industry   Paper

Gamage, Apoorwa with Amila Thibbotuwawa and Kankani Gamage Nethmi Apoorwa*   Behavioral Drivers of Supply Chain Instability: Exploring the Roles of Supply Line Underweighting and Trust  

Guaita, Wilfredo*   Hybrid Simulation for Scenario Planning in the Management of USACA Craft Brewery  

Gul, Nezihe Nazli* with Büsra Atamer Balkan, Rodrigo Romero Silva and Sander de Leeuw   The impact of market composition on resilience under supply-side disruptions in generic pharmaceutical supply chains  

Gupta, Bhavya* with Jayendran Venkateswaran   Modeling Dual Sourcing Resilience with Endogenous Tariff Burden Sharing in Supply Chains   Paper

Koukoumialos, Stelios* with Vassilis Gerogiannis and Alexandros Diamantidis   Simulating Software Requirements Selection using Kanban Control Mechanisms  

Li, Xinyan* with Jagjit Singh Srai   Informal Trade in the Electric Vehicle Battery Circular Supply Network  

Li, Yifu* with Shu-Jung Sunny Yang and Yangchun Xiong   The Role of Generative Artificial Intelligence in Adaptive Decision Making under Uncertainty: Evidence from Last-Mile Delivery  

Lopez, Luis with Jose Lopez*   When More Stops Hurt Performance: A System Dynamics Model of Last-Mile Delivery  

Martinez Jaramillo, Juan Esteban* with Leonard Veit and Meike Tilebein   Shifting the Burden in Fashion: A View on Fast Reordering Production Strategies Business Models   Paper

Mashayekhy, Yas* with Kostas Triantis   Understanding Punctuality Dynamics in Railway Systems: A System Dynamics Model of Belgium’s Rail Network  

Mendel, Peter with Christopher Nelson, Samuel Allen, Warren Farr, Sion Cave, Daniel Gordon, Rod MacDonald, Michael Dill and Andrada Tomoaia-Cotisel*   Exploring Unintended Consequences of Physician Supply-oriented Policies: Insights from a Model of the Physician Workforce in the U.S.  

Mishra, Sanket* with Jayendran Venkateswaran and Jayendran Venkateswaran   Analysis of Supply Chain Inventory Management Under Cash Flows Feedback  

Morrison, J. Bradley* with Brian Kenny, Mina Attaalla, Bilal Husain and Anthony Rosania   Hospital Emergency Departments: Learning from a Simple Stock and Flow Model  

Nicholson, Charles*   When and Where Does Reducing Food Loss Make Sense? A Dynamic Supply Chain Analysis   Paper

Sharma, Ankit*   Beyond 10 Minutes: Dynamic Trade-offs Between Convenience, Cost, and Density in Quick Commerce  

Sun, Xichen* with Feng Fang and Roland van de Kerkhof   Closing the Loop: The Dynamic Challenge of the Circular Economy of Plastics  

van de Kerkhof, Roland*   Supporting the design of a circular factory with system dynamics simulation  

van Keeken, Marieke* with Wout Dullaert and Pascal Wissink   Exploring the Effect of Uncertainty and Dynamics in Material Flows in the Circular WEEE Supply Chain  

Viganò, Alice* with Andreas Groessler   Modelling Production Capacity Ramp-Downs: “Reverting” the Market Growth Model  

Zhai, Xiaoting with Ying Qian*, Haiyan Deng, Wenxiu Ren and Mao Li   Modeling Production Stability in High-Tech, Multi-Variety Small Batch Manufacturing: A System Dynamics Approach  

Zheng, Li with Juan Esteban Martinez Jaramillo*, Meike Tilebein, Jana Böhle and Alexander Mirosnicenko   Exploring the Role of Digital Textile Microfactories in Firefighter Protective Clothing Replacement Systems under Uncertain Demand  

Psychology and Human Behavior
Psychology and Human Behavior: Explores the dynamics within and between social groups, including social environments or individual psychological factors, and spanning families, organizations, and societies.

Anderson, Page* with Chad Evans   Understanding Current and Future Psychologists’ Attitudes Towards Artificial Intelligence in Clinical Practice using Community Based System Dynamics  

Armenia, Stefano* with Georgios Tsaples   A Causal Loop Diagram for the problem of students’ retention in the Italian Higher Education System  

Berberena, Tabea with Ivan Dula* and Maria Wirzberger   Modeling trust dynamics in conversational AI  

Block, Joachim*   Bureaucracy and Innovation Revisited: A 60-Year Update Incorporating Organizational Culture   Paper

Chung, Saras with Jeremy Sato*   A Generalized System Dynamics Model of Teacher Burnout, Emotional Exhaustion, and Retention Challenges in Public Schools  

de Jong, Eline* with Hubert Korzilius and Etiënne Rouwette   Entering the Festival Grounds – A Computational Model of Crowd Dynamics during the Vierdaagsefeesten  

Evans, Chad*   Causal Structures of Community Resilience: Interview-Based System Dynamics Modeling with African American Centenarians  

Gubberud Rindheim, Christopher* with Christina Gkini   Management Overconfidence - a Workplace Story  

Gupta, Aakriti*   Why Firms Don’t Adapt: Financial Logic, Coping, and Climate Risk Lock-in  

Hong, Matilde L.Y. with Yuchen Zhao*   Platformized Intimacy: Dynamics of Relationship Building in Virtual Spaces Among Chinese Emerging Adults   Paper

Jaiswar, Sanjeet* with Valentijn Stienen, Nico Vandaele and Catherine Decouttere   A Qualitative Approach to Enhance Understanding of Accelerated Vaccine Market Access and Implications for Covid-19 Vaccine Acceptance  

Jongsma, Tess* with Willem L. Auping and Jan Kwakkel   Connecting the dots: crime edition  

Kebschull, Eric*   Adaptive Capacity Under Pressure: A Three-Stock System Dynamics Model in Organizations Facing Sustained Environmental Turbulence  

Kia, Arya* with Saghar Sari and Amirreza Saeidinik   From traditional Charity to the Chain of Happiness: Propagating Prosocial Behavior Through Trust-Based Participatory Systems  

Kitami, Yukiko*   Towards a Sustainable Local-led Renewable Energy System in Japan  

Moeller, Tobias R*   Mental Models in a Sea of Sensations: Extending the Iceberg Model Below Paradigms Through a System-level Representation of Behavioural Dynamics  

Ogura, Nori* with Mathaus Tabe, Abir Hossain and Jeremy Bergfeld   Structural Model Changes Associated with Reddit’s Change My View  

Özbaş, Serap* with Cynthia McPherson Frantz and John Petersen   Interdisciplinary Measures of Hard and Soft System Thinking in American and Turkish Communities  

Papesch, Matthias* with Alexander Lübbe   A System Dynamics-based Theory on Self-Sustaining Communities of Practice  

Rajah, Jefferson K.* with Billy Schoenberg, Benjamin Blanz and Birgit Kopainsky   Assessing the impacts of endogenous behavioural change on food demand in a feedback-based global integrated assessment model  

Schünemann, Christoph*   How People Respond to Policies: Integrating Behavioural and Decision-Making Theories into Systems Modelling for Sustainability Transformations   Paper

Smith, Steven*   Trading Altitude for Answers: A System Dynamics View of Pilot Decision-Making in Controlled Flight Into Terrain (CFIT)  

Trejos, Cristian (Cris)* with Paulo Goncalves   Aligning Desirable Futures and Public Policy Support Under Systemic Constraints  

Uleman, Jeroen*   Academic Publishing as a Complex System  

Wang, Sinko*   Preventing Adoption Instability for Foster Care Children: Understanding System Structure and Exploring Leverage Points  

Wang, Sinko*   Conceptualizing Adoption Instability from a System Dynamics Perspective   Paper

Public Policy
Public Policy: Covers issues including governance, social welfare, equity, justice, political science, urban dynamics, and infrastructure.

Aoki, Goshi*   Fiscal Dynamics in Japan under Demographic Pressure  

Arias, Daniela* with Daniel Ryan   Exploratory Model of Collaborative Governance Regimes  

Aryal, Mamata* with Krystyna Stave   Modeling Community Resilience to Power Outages Using Participatory System Dynamics  

Ataee, Sina* with Myriam Lopes and Helder Relvas   Behavioral Leverage Over Infrastructure: Feedback Dynamics in Urban Environmental Comfort  

Bataitis, Mārtiņš* with Saeed Langarudi and Ali Akhlaqi   Population Aging and the Role of Social Values in Fertility Dynamics   Paper

Chung, Chang-Kwon (Benjamin)*   Modeling the Resilience of Democracy in South Korea: Toward a System Dynamics Archetype Based on the Constitutional Court’s Decision   Paper

Chung, Saras* with Megumi Hine, Shauntal Van Dreel and Anderson Kimball   Preventing Teacher Burnout and Promoting Retention in Schools  

Dumet Poma, Lisset*   Applying Qualitative Systems Dynamics and Social Network Analysis to Study One Health Policy Processes and Networks in Peru   Paper

Durdu, Elvan with Büşra Kobya*   The Gender Workforce Inequality   Paper

Ellis, Wendy* with Kuan-Lung Chen   Using Systems Science to Foster Social and Economic Equity in Cincinnati   Paper

Fowler, Patrick* with Kotomi Yokokura, Katherine Marcal and Graeme Gardner   A Virtual Lab for Homelessness Policy in the UK: Using System Dynamics to Design and Test Intervention Strategies  

Goncalves, Paulo*   Enabling sustainability transitions through sequential capability roadmaps  

Hee Choi, Nam*   Analysis of Feedback Structures and Simulation Modeling on the Impacts of Korea’s Five Demographic Reversals  

Hosseinichimeh, Niyousha* with James C. Fell, Kaigang Li, Pamela Loose, Rod MacDonald and Federico Vaca   Mechanisms underlying early adoption of restrictive laws to control alcohol impaired driving  

Kanungo, Shivraj*   Feedback Dynamics of Institutional Viability in U.S. Higher Education  

Kuptel, Alexander* with John Sterman   Doubling Down on Dual-Fuels: Heat Pump and Fossil Backups’ Effects on Grid Load, Cost, and Emissions in Massachusetts   Paper

Marques Silva, Julia* with Vinicius Picanço Rodrigues   Cascading vulnerabilities and housing insecurity after disasters in Brazil  

McDonnell Maayan, Gabriel* with Wesley J. Wildman   Modeling Sex Trafficking and Commercial Sex Work Policy in Massachusetts   Paper

Monaco, Roberto*   System Dynamics for Policy Mix Assessment: A Systematic Review and Framework for Feedback-Loop-Informed Analysis  

Nguyen, Le Khanh Ngan* with Sharada Nia Davidson, Allison Catalano, Min Hui Ang, Vahid Hajiebrahimifarashah and Shafkat Muhammad Ibrahimy   Using Systems Thinking to Unlock Collaboration Across the UK's Statistical System  

Ouko, Rehema* with Negin Yahaghi, Aline Semaan, Fassou Mathias Grovogui, Nafissatou Dioubate, Rachel Cassidy, Josefien van Olmen, Lenka Beňová and Peter M Macharia   Capturing Complexities in Urban Maternal and Newborn Healthcare Systems: A Scoping Review on Application of System Dynamics Modelling  

Parra Valencia, Jorge Andrick* with Ivan Taylor, Saroj Koul and Beatriz Marin   Indicator trap in Public Management: Ontologic Recoupling for Sustainability   Paper

Piya-aksornsak, Nanthanut* with Therese Tsui and Siobhan Botwright   Cancer Anywhere Policy: Access to and Preparedness of Specialist Cancer Care in Thailand under the Universal Health Coverage  

Qudrat-Ullah, Hassan*   Understanding the Dynamics of Q-NPT Framework: The Case of UAE–South Korea  

Rahmandad, Hazhir* with Saras Chung and David Keith   Steps Towards a Generalizable Model of Urban Dynamics  

Raimondo, Sebastian*   Tourism Carrying Capacity as a Dynamic Property of Complex Socio-ecological Systems  

Rosidin, Nanang* with Sudarso Wiryono, Oktofa Sudrajad, Agung Hendarsa and Nihlahtuzzahra Nihlahtuzzahra   Toward Sustainable Hajj Fund Management in Indonesia: A System Dynamics Approach  

Salome, Stefan* with Arjen Ros   System Dynamics for Ageing Bridges   Paper

Satake, Urara* with Yutaka Takahashi and Seiko Shirasaka   Why Expanding Childcare Support Fails to Reduce Parental Burden: A Parent-Centered Analysis of Urban Japan  

Savage, Shaun*   Tax N Vote: Breaking the Two-Party Duopoly Through Direct Congressional Fiscal Feedback  

Scarpa, Simona* with Inge Bleijenbergh   Gendered Energy Poverty in The Netherlands  

Schmitt, Elias-Johannes*   Modelling Policy Feedback in Climate Politics  

Schünemann, Christoph*   A Systems Mapping Approach to Populist Climate Obstruction: Knowledge Integration and Future Applications in Deep Renovation   Paper

Singh, Sarojkant*   Identifying leverage points which impact firm value - The ESG lens on Nifty 100 firms   Paper

Struben, Jeroen*   From hybris to eudaimonia?: The problem of the AI innovation pathway and its realignment in an unequal and finite world.  

Waseem, Fatima* with Kuan-Lung Chen and Uriyoan Colon-Ramos   Understanding Low Tap Water Intake and SSB Substitution in Puerto Rico: A Work in Progress System Dynamics Model  

Yamaguchi, Yokei* with Nobuaki Minato   Commercial Space Expansion under Economic Kessler Syndrome: Evaluating Orbital Sustainability-Utilization Trade-offs under a Launch Tax-ADR Policy   Paper

Zhou, Ying*   Can the Contract for Differences system stimulate the development of renewable energy? Evidence from the SD auction model  

Security, Stability, and Resilience
Security, Stability, and Resilience: Investigates issues related to security, stability, and resilience, including defense, social and international conflict, military operations, insurgency, counterinsurgency, cybersecurity, disinformation, safety, disaster management, peace engineering, justice, (financial and economic) crime, policing, incarceration, socioeconomic inequality, and food-energy-water security.

Althoff, Helena Christina* with Konstantinos Konstantinidis   The Theoretic Foundation for Modelling Arms Race Stability in Outer Space   Paper

Clancy, Timothy*   Competing Theater Strategies of Additive Complexity in the Iran War: Joint All-Domain Operations (JADO) vs. Mosaic Warfare   Paper

Clancy, Timothy with Asmeret Naugle*   AI sovereignty: How nations' control of agentic AI might evolve and influence national power and strategic competition  

Dashti, Soheil*   Analyzing Urban Dynamics After Flood Disaster And Their Relationship With Resilience Characteristics  

Hirsch, Gary* with Hasan Roshan   Work in Process: The SIGMA System for Projecting and Preventing Genocide  

Kjær Lefevre, Stine*   From Hazard to Vulnerability: A System Dynamics Perspective on Recurrent Avian Influenza Outbreaks in Poultry Production  

Langvad, Sebastian*   Critical ontology of war, for realistic peacebuilding   Paper

Prieto-Curiel, Rafael*   Recruitment, incarceration and rehabilitation: modelling cartel dynamics.  

Rodriguez, Andres*   A System Design to Provide Trustworthiness Indicators for News on Social Networks  

Salome, Stefan* with Michel Kuijer and Willem L. Auping   System Dynamics for Naval Vessel Design   Paper

Sobhani, Amin*   Modeling Post-Disaster Housing Recovery: Funds, Delays, and Reconstruction Backlogs after Hurricane Harvey  

Voyer, John*   The U.S. Navy Submarine Fleet: Construction and Maintenance Issues   Paper

Zeijlemaker, Sander* with Francesca Venditti, Hannah Zabiepour, Kevin Zhang, Igor Van Gemert, Angelica Marotta and Michael Siegel   Cultivating Collective Intelligence in Cyber Risk Governance: An Enterprise Architectural Approach   Paper

Zeijlemaker, Sander* with Ola Alhaddad   Societal Change in the Age of AI: Inclusion as Defense Against the Augmented Insider   Paper

Stakeholder Engagement
Stakeholder Engagement: Emphasizes engaging and influencing stakeholders through participatory activities such as group model building, facilitation, facilitated modeling, games and management flight simulators with emphasis on assessing the impact of the engagement.

Allen, Samuel* with Andrada Tomoaia-Cotisel, Christopher Nelson, Warren Farr, Sion Cave, Peter Mendel and Matthew Forbes   Stakeholder Engaged System Dynamics Modeling at RAND  

Ballard, Ellis* with Heather Hanna, Gina Rico Mendez and Kelsey Werner   Experiential learning to seed collaboration with state level administrators around early childhood education in Mississippi   Paper

Brown, Andrew*   The rhythm of community engagement in public health: an example applying community based system dynamics to obesity prevention  

Calancie, Larissa*   The Dynamics of Trust: Modeling Growth, Missteps, and Engagement in Community–Academic Partnerships  

Carnohan, Shane* with Sofie Gustafsson, Andreas Nicolaidis Lindqvist and Andrew Simons   Are SD dashboards boundary objects, too?  

Chaberek-Kałużniak, Grażyna*   Expert Participatory Modelling of City System to Explain Misguided Policy Decisions   Paper

Chen, Kuan-Lung* with Uriyoan Colon-Ramos and Fatima Waseem   Community-based system dynamics for connecting food access to health equity in Washington, DC  

Connolly, Justin*   Using a CLD and analogue simulation to facilitate learning and identify research opportunities in a public research organisation  

Dumet Poma, Lisset*   The determinants of adequate provision of substance use disorders services: A systematic method to integrate co-produced causal loop diagrams  

Fallah-Fini, Saeideh* with Michael Lemke, Kyrah Brown, Tiffany Kindratt, David Lounsbury and Thanayi Lambert   5Rs-Scaffolded Variable Elicitation in Participatory Group Model Building  

Felmingham, Tiana*   Success of Community-Based Methods in System Dynamics  

Gouveia, Tami* with Ellis Ballard   Charting a path for social work to adapt to a changing policy landscape  

Haro, Felipe* with Joaquin Guzman and Verneri Välimaa   Automating Group Model Building Sessions with LLM-Based Agents Acting as Domain Experts to Generate Causal Loop Diagrams  

Hasyimi, Valid* with Utomo Putro, Santi Novani and Agung Hendriadi   Modelling Stakeholders Collaboration in the Context of Food Security in Indonesia   Paper

Hoorani, Nabeel Hafeez* with Mirjam Goudsmit and Hans van Kranenburg   Charting the Transition: Drivers and Barriers to Green Technology Adoption in a Capital-Intensive Industry   Paper

Kleemann, Max*   Using Systems Thinking Games for Group Model Building   Paper

Knight, Rachel with Jason Christou, Zahra Ali, Genevieve Pepin and Stephanie Bennetts*   Systems thinking in health service design: Co-designing an inclusive early intervention & integrated eating disorder service model for Western Health  

Lemke, Michael* with Kyrah Brown, Saeideh Fallah-Fini, David Lounsbury, Tiffany Kindratt, Deneen Robinson and Thanayi Lambert   Insights from Two Concurrent System Dynamics Group Model Building Projects: Documenting Five Lessons Learned With Audiovisual Evidence   Paper

Mammone, Carina*   How can self-determined youth engagement and wellbeing be prioritised in government decision-making?  

Moore, Emily* with Andrea Chan, Khadija Rana, Jevaughn Campbell, Sherry-Ann Ram, Shiri Yeung and Yifan Liu   Collaborative Mapping for Sustainability: Using Group Model Building to Identify Sustainability Factors in Early-Stage Technology Development   Paper

Nour, Sami* with Raquel Froese Buzogany and Rebecca Niles   What is my Jay Forrester Number? Exploring Networks in System Dynamics   Paper

Pagani, Anna* with Masoud Ahmadinia, Jaime Bainbridge and Billy Schoenberg   Regeneration of social housing estates: making mental models explicit using a novel CLD explorer  

Rouwette, Etiënne* with Friedrich Trautwein, Marieke De Wijse - Van Heeswijk, Tobias Alf and Alberto Franco   The impact of modelling versus clustering on information elaboration  

Singh, Sarojkant*   Role of mindfulness for building an external mind for group consensus- A quasi-experimental approach   Paper

White, Ann Marie*   How violence begets violence: Seeking systemic solutions to the persistent transmission of community violence where you live  

Yan, Min-Ren*   Sustainable Systems Citizen Education in Learning Societies and Its Social Impacts  

Zimmermann, Nici* with Ke Zhou, Irene Pluchinotta and Michael Davies   Collaboration with stakeholders in transdisciplinary research: The provision of evidence in climate and health equity research  

Transport and Mobility
Transport and Mobility: Covers all aspects of transportation systems and mobility, including transport and urban planning policies; new services, technologies or business models; decarbonization and sustainable mobility; transport and health; and freight and logistics.

Aba, Michael* with Paulo Goncalves   Feedback Dynamics of Passenger Car Electrification in Switzerland: A System Dynamics Approach to Socio-Technical Drivers and Policy Pathways   Paper

Aba, Michael* with Ildo Sauer, Paulo Goncalves, Vinicius Picanço Rodrigues, Andy Wong and Nilton Bispo   Accelerating Electric Vehicle Adoption in Nigeria  

Akpan, Joseph* with Seiran Heshami   A Causal Loop Mapping Approach for Multi-dimensional Equity Modelling of Electric Vehicle Charging Station   

Alrawahi, Zamzam*   System Dynamics-DEMATEL Combined Approach to Study the Impact of Integrated Travel Demand Management Policies on Traffic Congestion and Social Equity  

Chang, Ching* with Chao-Ching Chang   The Fragmentation of National Highway Passenger Routes and Misallocation of Capacity A Casual Loop Analysis of Public Inter-Urban Bus Routes   Paper

Darmawan, Vertic Eridani Budi* with Paul Pfaffenbichler and Yusak Octavius Susilo   From Market Tug-of-War to Grid Supply Trap: Electric Motorcycles Adoption and Distribution Grid Readiness in Indonesia  

Gold, Olivia* with Paul Pfaffenbichler and Astrid Guehnemann   Modelling Sustainable and Equitable Mobility Transitions in Austria  

Grace, William*   Electric vehicles and the energy transition - an Australian case study   Paper

Jesus, Liandra* with Gisele Chaves and Paulo Goncalves   Supply Chain Geography and Maritime Decarbonization: A Systems Analysis  

Jittrapirom, Peraphan*   Integrating V2G Car Sharing Hubs into Decentralized Energy Systems – Insights from the Winkelsteeg District, Nijmegen  

Kalchenko, Olga*   System Dynamics Model of Electric Vehicles Battery Recycling for Europe’s Circular Economy  

Khaou, Hugo Philippe* with Bellam Sreenivasulu   Modelling Singapore’s Green Plan Policies on Electric Vehicle Adoption and Transport Emissions   Paper

Le Dréau, Axel* with Ouassim Manout, Jaafar Berrada and Louafi Bouzouina   National transport decarbonization policies: A systematic literature review of system dynamics models  

Lu, Danni* with Charlle Sy, Yeonkyeong Park, Tim Fraser, Ying Qian, Laijun Zhao and Haiyan Deng   System Dynamics Modeling of NYC Congestion Pricing: The Long Run Performance of Toll Schedules 2025-2031   Paper

Lyubenova, Anita with Anna Pernestål*   Upscaling sustainable logistic solutions in dense urban areas  

Menga, Ersilja with Mauricio Uriona Maldonado* and Sergej Diel   Decarbonizing German Heavy-Duty Transport: A Scenario-Based Study of Hydrogen Truck Fleet Evolution   Paper

Nguyen, Phuong Anh* with Sergey Naumov   Capturing Behavioural Diversity in Transport Decarbonisation by Integrating Persona-based Data in Car Ownership and Fleet Turnover Model of England  

Otero Becerril, Mariana* with Saeid Saidi   Public Transportation Transitions Toward Zero-Emission Technologies: A Systems Thinking Approach   Paper

Raoofi, Zeinab* with Anna Pernestål   Exploring the dynamic interactions between heavy electric truck adoption and electricity supply and pricing  

Rathogwa, Mashudu*   The Just Energy Transition of the paratransit industry: A socio-economic study of South Africa  

Rathogwa, Mashudu* with Refiloe Mokoena, Obey Manganyi and Sabelo Nhambe   Integrated system dynamics modelling of climate resilience in transport infrastructure networks  

Schmid, Jonathan*   Incorporating heterogeneity of stakeholder perspectives in System Dynamics with Q-methodology: the case of zero-emission truck adoption in port region  

Sharma, Ankit*   Towards an Integrated Policy Vision for India’s Industrial Transition  

Shehara, Ishani* with Namrata Ghosh and Shamsunnahar Yasmin   Feedback Dynamics of Transport Disadvantage and Sustainable Modal Shift: A Systems Thinking Approach Using the Mobility Equity Transition Framework   

Sooknanan Pillay, Nalini*   From Chalkboards to Chargers - Vehicle Electrification in South African Schools   Paper

Williams, Thomas* with Saeid Saidi and Jason Hawkins   Fear of Crime on Transit Journeys: Understanding using System Archetypes  

Workshops

Alexander, Alton* with Verneri Välimaa and Samuel Allen   Code-First System Dynamics: Building Validatable Models with AI and Python  

Alexander, Alton* with Verneri Välimaa, Samuel Allen and John Rodat   Code-First System Dynamics: Teaching Model Construction Through AI and Python  

Alexander, Alton*   Advanced Agentic System Dynamics: Orchestrating Causal Reasoning with MCP and Frontier Models  

Ardawatia, Himanshu*   Glaring Reality Simulation Game Workshop  

Ataee, Sina* with Myriam Lopes and Helder Relvas   Urban Pulse: Environmental Comfort Challenges Game  

Bainbridge, Jaime with Anna Pagani*   Before, during, after: When and how to build causal loop diagrams in interviews?  

Blanc, Marie-Laure*   How to Shift Your Next Complex Presentation from What Is My Content? to What do I Want to Make Possible in My Audience Life?  

Botha, Andries* with Rudolph Oosthuizen   System Dynamics A Whole World Perspective Or A Whole World Of Perspectives  

Castolo Rodriguez, Ana Karina*   An Integrative Framework for Agentic AI Implementation  

Chichakly, Karim* with Billy Schoenberg and Hilary Allen   Complementing System Dynamics Instruction with AI  

Colvin, Meagan*   Rewiring Leadership for Resilience: Mental Simulation and Neuroplasticity  

Colvin, Meagan*   Building Resilient Leadership through Mental Simulation and Neuroplasticity  

Duggan, Jim*   Exploring Loop and Parameters Influence using Sensitivity Analysis with Explanatory Model Analysis  

Eberlein, Bob*   Getting Started with Stella  

Eberlein, Bob* with Billy Schoenberg   Understanding Projection Uncertainty with Stella  

Eker, Sibel*   Low-carbon behavior changes: Exploring food system scenarios with FeliXSim  

Felmingham, Tiana* with Stephanie Bennetts and Andrew Brown   Systems Thinking in Action: A Leadership Workshop for Practitioners  

Fiddaman, Tom* with Tony Kennedy and Adem Delibas   Introduction to Vensim  

Fiddaman, Tom* with Larry Yeager   Introduction to Ventity - from Classic SD to DES, ABM and Networks  

Fiddaman, Tom* with Adem Delibas and Larry Yeager   Using AI Agents with Vensim and Ventity  

Fiddaman, Tom* with Tony Kennedy, Adem Delibas and Larry Yeager   Unified Web Deployment of Vensim and Ventity Models  

Fisher, Diana*   Building System Dynamics Models From the News With AI Assist  

Goh, Jenson*   Make systems thinking habits stick with playful LEGO(R) Six Bricks activities  

Guzman-Abello, Laura* with Juan Nicolas Guarin, Sofia Castell, Valentina Chacon and Silvia Lopez   The Unusual Suspects: A Gamified approach to Bathtub Dynamics  

Malczynski, Leonard* with Jake Jacobson   Model Construction with Powersim Studio  

Malczynski, Leonard*   Starting from scratch: Better model construction  

Niles, Rebecca* with Meagan Colvin   Play the Beer Game  

Perlak, Jakub*   Lost in Complexity? Navigating Wicked Challenges through Systemic Design  

Pucarevic, Nikola*   Tackle Rapid Assessment Capturing Systems (TRACS): AI-Supported Gateway to Client Engagement  

Ren, Wenxiu with Ying Qian*, Xiaoyan Huang, Rong Chen, Xiaoting Zhai and Jiaoling Huang   Modeling the Evolution of Public Opinion Risks Based on the Integration of Causal Inference and System Dynamics  

Schoenberg, Billy* with Karim Chichakly, Hilary Allen and Bob Eberlein   Feedback Narratives with Loops That Matter: Using AI to Strengthen Understanding  

Wheat, David* with Alina Novik, Olena Primierova and Marianna Oliskevych   Using MacroLab to Get Started with Macro Modeling  

White, J. Chris*   Beer Game on Steroids: Using BGOS to Model and Simulate More Complex Supply Chains  

System Dynamics Society
Conference Proceedings updated: September 9, 2026.