Formalizing the Role of Agent-Based Modeling in Causal Inference and Epidemiology

Cited by (191)

Items 101–191 of 191

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7. Making evidence go further: Advancing synergy between agent-based modeling and randomized control trials
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8. Exploring socio-economic dimensions in HIV research: a comprehensive bibliometric analysis (1992–2024)
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15. Forecasting and Predicting Stochastic Agent-Based Model Data with Biologically-Informed Neural Networks
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16. Understanding Delayed Diabetes Diagnosis: An Agent-Based Model of Health-Seeking Behavior
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17. Investigating the Role of Childhood Adiposity in the Development of Adult Type 2 Diabetes in a 64-year Follow-up Cohort
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18. Occupational Segregation And Hypertension Inequity: The Implication Of The Inverse Hazard Law Among Healthcare Workers
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22. Behavioral Dynamics of AI Trust and Health Care Delays Among Adults: Integrated Cross-Sectional Survey and Agent-Based Modeling Study
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23. The Role of Professional Journals and Societies in the Future of a Field: A Reflection on the Partnership Between theAmerican Journal of Epidemiologyand the Society for Epidemiologic Research
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26. Optimization of Infectious Disease Prevention and Control Policies Using Artificial Life
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28. Spillover Benefit of Pre-Exposure Prophylaxis for HIV Prevention: Evaluating the Importance of Effect Modification using an Agent-Based Model
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29. The Usefulness of Web-Based Communication Data for Social Network Health Interventions: Agent-Based Modeling Study
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30. Evolutionary Invasion Analysis of Modern Epidemics Highlights the Context-Dependence of Virulence Evolution
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31. Causalidade e Fonoaudiologia: abordagem epidemiológica
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32. Geographical agent-based modeling and satellite image processing with application to facilitate the exploration of minerals in Behshahr, Iran
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33. Effects of pathogen dependency in a multi-pathogen infectious disease system including population level heterogeneity – a simulation study
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34. Antecedents of generative thinking in analytical sociology: the contribution of Tom Fararo
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35. Marshall and Galea Respond to "Data Theory in Epidemiology"
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36. Virtual organizational design laboratory: Agent-based modeling of the co-evolution of social service delivery networks with population dynamics
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37. Evaluating Policies to Decrease the Risk of Introducing SARS-CoV-2 Infections to Nursing Home Facilities
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38. Pathogen Emergence As Complex Biological Invasion: Lessons From Dynamical Systems Modeling
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39. An individual-based dynamic model to assess interventions to mitigate opioid overdose risk
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40. Networks and identity drive the spatial diffusion of linguistic innovation in urban and rural areas
    Aparna Ananthasubramaniam, David Jurgens, Daniel M. Romero · 2024 · npj Complexity
41. Modeling the Dynamic Outcomes of Infection Prevention Behaviors in an ICU Environment
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42. On the Production of Useful Knowledge
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43. Summarizing Simulation Results Using Causally-Relevant States
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44. Traffic data analysis and route planning
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45. Invited Commentary: Continuing to Loosen the Constraints on Epidemiology in an Age of Change—A Comment on McMichael's “Prisoners of the Proximate”
    Sandro Galea · 2017 · American Journal of Epidemiology
46. A generic multi-level stochastic modelling framework in computational epidemiology
    Sébastien Picault, Yu-Lin Huang, Vianney Sicard, Thierry Hoch, Elisabeta Vergu, François Beaudeau, Pauline Ezanno · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
47. A Simulation Based Dynamic Evaluation Framework for System-wide Algorithmic Fairness
    Efrén Cruz Cortés, Debashis Ghosh · 2019 · arXiv (Cornell University)
48. A Stochastic Graph-based Model for the Simulation of SARS-CoV-2 Transmission
    Christos Chondros, Stavros D. Nikolopoulos, Iosif Polenakis · 2021 · arXiv (Cornell University)
49. Evaluating complex interventions in international development
    Edoardo Masset, Som Shrestha, Matt Juden · 2021
50. How to Keep it Adequate: A Validation Protocol for Agent-Based Simulation
    Christian Troost, Andrew Reid Bell, Hedwig van Delden, Robert Huber, Tatiana Filatova, Quang Bao Le, Melvin Lippe, Leila Niamir, Gary J. Polhill, Zhanli Sun et al. · 2022 · SSRN Electronic Journal
51. Incorporating social determinants of health into agent-based models of HIV transmission: methodological challenges and future directions
    Anna Hotton, Pedro Nascimento de Lima, Arindam Fadikar, Nicholson T. Collier, Aditya Subhash Khanna, Darnell Motley, Eric R. Tatara, Sara P. Rimer, Ellen A. Almirol, Harold A. Pollack et al. · 2025 · Frontiers in Epidemiology
52. Etio-Prognostic Explanation
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53. Agent-Based Models as Credible Counterfactuals for Economic History
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54. Complementary causal approaches to support biodiversity change attribution
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55. Simulation of Demand for Orphan Drugs in Iran with the Approach of Agent-based Modeling (2018-2019)
    Narges Ghasemian, Hossein Raghfar, Faramarz Ekhteraei, Pioneers of Industry Process · 2021 · Journal of Research in Economic Modeling
56. The Clinical Impact and Cost Effectiveness of Intervention Policies Against the SARS-CoV-2 Pandemic: A Mathematical Modelling Analysis
    Bin Yan Wu, Yuetian Yu, Xing Lin Feng · 2021 · Fundamental Research
57. THE PROMISE OF AGENT‐BASED MODELING FOR EQUITY‐CENTERED RESEARCH
    John R. Hotchkiss, Divya Vohra, So O’Neil · 2023 · Journal of Policy Analysis and Management
58. A Bayesian Spatio-temporal Model to Optimize Allocation of Buprenorphine in North Carolina
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59. The New Frontiers of Social Simulation in the Data Science Era: An Introduction to the Proceedings
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60. Data-rich modeling helps answer increasingly complex questions on variant and disease interactions
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61. Behavior Modeling and Analytics for Urban Computing: A Synthetic Information-based Approach
    Nidhi Parikh · 2017 · VTechWorks (Virginia Tech)
62. Scaling up epidemiological models with rule-based modelling
    William Waites, Matteo Cavaliere, David Manheim, Jasmina Panovska‐Griffiths, Vincent Danos A · 2020 · HAL
63. Agent-based modeling for SARS-CoV-2 epidemic prediction and intervention assessment. A methodological appraisal
    Mariusz Maziarz, Martin Zach · 2020
64. Overview of Current Concepts and Process for Agent‐Based Modeling
    Ross A. Hammond · 2021
65. Compartmental Model for Epidemics with Contact Tracing and Isolation under Arbitrary Degree Distribution
    Elan Ocheretner, Amir Leshem · 2024 · medRxiv
66. An Agent-Based Model for Intervention Planning Among Communities During Epidemic Outbreaks
    Loganathan Ponnambalam, A. G. Rekha, Yashasvi Laxminarayan · 2016 · Communications in computer and information science
67. Physical Sciences for Nonphysical Problems
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68. Designing Population Health Research Grounded in Complex Systems Science
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69. References
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70. “Stopping before you start”: Reducing and preventing initiation of tobacco use in the ACT
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71. Agent-based modelling – a new method for investigating environmental problems
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72. Agent-based modeling
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73. References
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74. Explanation and Causal Models for Social Epidemiology
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75. Network Modeling of the Spread of Disease
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76. The role of European Union enlargement in mortality convergence across Europe
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77. Agent-Based Models and Methodological Individualism: Are They Fundamentally Linked?
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78. Agent models for disease propagation
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79. Analysis of Vaccination Scenarios on Local Covid-19 Epidemiology Using Agent-Based Simulation
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80. The role of epidemiologists in addressing the public health consequences of the United States criminal legal system
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81. Bridging System Dynamics and Causal Epidemiology: An Opportunity for Both Fields
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82. Stemming the Tide of the US Overdose Crisis: How Can We Leverage the Power of Data Science and Artificial Intelligence?
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83. Interaction effects on health between perceived neighbourhood social cohesion and demographic changes: a longitudinal study
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84. The role of vaccination roll-out in the monitoring of Covid-19 pandemic spread: A country-level quantitative study
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85. Additional file 1 of Optimising the integration of technology-enabled solutions to enhance primary mental health care: a service mapping study
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