Theory building via agent-based modeling in public administration research: Vindications and limitations

T Choi, S Park - International Journal of Public Sector Management, 2021 - emerald.com
… involving mostly simulating human behaviors or prototypes of human society based on
biased real-world data, which are often found in artificial intelligence-driven decision making. …

[PDF][PDF] Theory Testing Using Complex Systems Modeling in Public Administration and Policy Studies: Challenges and Opportunities for a Meta-‐Theoretical Research …

C Koliba, A Zia - Proceedings of the 2011 Public Management …, 2011 - researchgate.net
… Koopenjan and Klijn discussion of how decision making unfolds within complex
governance networks is particularly … of systems theory may … and network architecture (agent-‐based

Hybridizing agent-based with system dynamics models: principles for theory development in public policy and management research

LC Gajary - … in Public Administration, Management and Policy, 2020 - elgaronline.com
policy decision making in land use affects carbon and nitrogen flows. An AB submodel was
used to represent decision-makingJournal of Policy Analysis and Management, 37(4), 867–…

Agent-based modeling as organizational and public policy simulators

R Lempert - Proceedings of the national academy of sciences, 2002 - pnas.org
Agent-based models are increasingly recognized as powerful tools … policy analysts
increasingly employ methods of multiscenario simulation, the use of agent-based models for policy

Agent-based modeling as a tool for public management research

F Homberg, D Secchi, DB Herath - … administration, management …, 2020 - elgaronline.com
… and policy making, argues that “agent-based models excel at … of social science approaches
grounded in Systems Theory (… of public management, ie Journal of Public Administration

[HTML][HTML] An agent-based model of public participation in sustainability management

R Aguirre, T Nyerges - Journal of Artificial Societies and Social Simulation, 2014 - jasss.org
… State Academy of Sciences, we integrated GIS with an agent-based model to simulate how
… and the agent-based model of public participation in a geodesign decision making process. …

Complex systems approach to scientific publication and peer-review system: development of an agent-based model calibrated with empirical journal data

M Kovanis, R Porcher, P Ravaud, L Trinquart - Scientometrics, 2016 - Springer
… feasible at a systemic level. We developed an agent-based model by adopting a unified
view of peer review and publication systems and calibrating it with empirical journal data in the …

How new concepts become universal scientific approaches: insights from citation network analysis of agent-based complex systems science

CE Vincenot - … the Royal Society B: Biological Sciences, 2018 - royalsocietypublishing.org
… transfer of methodological advances and the emergence of general systems theories. A
surprisingly small number of key publications sparked the ongoing fusion between ABM and IBM …

Simulating systems-of-systems with agent-based modeling: A systematic literature review

R de Amorim Silva, RTV Braga - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
… In S13 [11], the authors investigated how a network performs changes over time in air
transportation through patterns in the behavior of agents and its implications for decision makers. …

Using agent-based modelling to simulate social-ecological systems across scales

M Lippe, M Bithell, N Gotts, D Natalini… - GeoInformatica, 2019 - Springer
… [16] showed that the majority of human-decision making models focused on … governance
systems With a few exceptions [eg 54, 55], governments are simulated by agent-based models