Empirically Based, Agent-based models
Bibliographic Data
| ID | 4768664 |
|---|---|
| Authors | Marco A Janssen (0000-0002-1240-9052, Arizona State University), Elinor Ostrom, Элинор Остром (Arizona State University) |
| Year | 2006 |
| Volume | 11 |
| Issue | 2 |
| Publication date | 2006-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Conservation Ecology (JOURNAL) |
| Journal identifiers | ISSN: 1195-5449 • E-ISSN: 1708-3087 |
| Publisher | Resilience Alliance (PUBLISHER • CA) |
| DOI | 10.5751/es-01861-110237 |
| OpenAlex | W2552259814 |
| Language | EN |
| Citations received | 125 |
| References cited | 30 |
There is an increasing drive to combine agent-based models with empirical methods. An overview is provided of the various empirical methods that are used for different kinds of questions. Four categories of empirical approaches are identified in which agent-based models have been empirically tested: case studies, stylized facts, role-playing games, and laboratory experiments. We discuss how these different types of empirical studies can be combined. The various ways empirical techniques are used illustrate the main challenges of contemporary social sciences: (1) how to develop models that are generalizable and still applicable in specific cases, and (2) how to scale up the processes of interactions of a few agents to interactions among many agents
Environmental resource management · Computer Science · Culture, Economy, and Development Studies · Environmental Science · Evolutionary Game Theory and Cooperation · Experimental Behavioral Economics Studies
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Integrating social science into empirical models of coupled human and natural systems
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Policy Research Using Agent-Based Modeling to Assess Future Impacts of Urban Expansion into Farmlands and Forests
The potential of models and modeling for social-ecological systems research
Toward Integrated Analysis of Human Impacts on Forest Biodiversity
A multiscale gaming approach to understand farmer's decision making in the boom of maize cultivation in Laos
Using fuzzy cognitive mapping as a participatory approach to analyze change, preferred states, and perceived resilience of social-ecological systems
The Flow of Peasant Lives
Growing Social Structure
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Agent-Based Modelling of Viticulture Development in Emerging Markets
"Modelling Contextualized Reasoning in Complex Societies with "Endorsements
Why Bother with What Others Tell You? An Experimental Data-Driven Agent-Based Model
Using Qualitative Evidence to Enhance an Agent-Based Modelling System for Studying Land Use Change
Participatory Agent-Based Simulation for Renewable Resource Management
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Interactive Simulations with a Stylized Scale Model to Codesign with Villagers an Agent-Based Model of Bushmeat Hunting in the Periphery of Korup National Park (Cameroon)
A Large-Scale Agent-Based Model of Taxpayer Reporting Compliance
Which Perspective of Institutional Change Best Fits Empirical Data? An Agent-Based Model Comparison of Rational Choice and Cultural Diffusion in Invasive Plant Management
Enhancing Agent-Based Models with Discrete Choice Experiments
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Revisiting and modelling the woodland farming system of the early Neolithic Linear Pottery Culture (LBK), 5600–4900 b.c
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Why do individuals behave differently in commons dilemmas? The case of alpine farmers using common property pastures in Grindelwald, Switzerland
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Advancing urban sustainability theory and action
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A systematic mapping review of hydrological hazard management in agent-based systems
Declining News Media Viewership and the Survival of Political Disagreement
L’institutionnalisme méthodologique d’Elinor Ostrom
Unveiling Agents’ Confidence in Opinion Dynamics Models via Graph Neural Networks
Using word embeddings to generate data-driven human agent decision-making from natural language
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Accessing the Role of Trust Profiles for the Economic Growth of Societies
Complexities of drought adaptive behaviour
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Social innovation
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The muting and unmuting of caste across inter-linked action arenas
Managing the commons
How to derive spatial agents
Methods for Long-Term Environmental Policy Challenges
From Kiss to Tass Modeling
Multi‐layered social resilience
Risk frames and multiple ways of knowing
Agents of institutional change
Studying the commons, governing common-pool resource outcomes
How institutions shape trust during collective action
An agent-based model of wood markets
Combining approaches
Agent-based modelling as a method for prediction in complex social systems
The development of trust in residential environmental education programs
Impacts of multiple stressors on mountain communities
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Representing human behaviour and decisional processes in land system models as an integral component of the earth system
The role of institutional entrepreneurs and informal land transactions in Mexico City’s urban expansion
The robustness mechanism of the rural social-ecological system in response to the impact of urbanization——Evidence from irrigation commons in China
The emergence of attractors under multi-level institutional designs
Exploring the New Frontier
Qualitative data sharing and synthesis for sustainability science
Where to go goose hunting? Using pattern-oriented modeling to better understand human decision processes
Exurbia from the bottom-up
Bridging divides in sustainability science
What roles can democracy labs play in co-creating democratic innovations for sustainability
What can life cycle assessment modeling gain from agent-based modeling
Trust and partner selection in social networks
Evaluating the Mobilization Effect of Online Political Network Structures
Diversity and Challenges of the Urban Commons
A review of agent‐based modeling of climate‐energy policy
Reframing Climate-Induced Socio-Environmental Conflicts
A Systems Approach to Perception and Action
Profit fluctuations signal eroding resilience of natural resources
A Stakeholder-oriented Framework to Consider the Plurality of Land Policy Integration in Sahel
Micromotives and macrobehavior
A Neural Basis for Social Cooperation
Preferences, Property Rights, and Anonymity in Bargaining Games
Path dependence and the validation of agent‐based spatial models of land use
Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change
Zipf Distribution of U.S. Firm Sizes
Raising the Stakes in the Ultimatum Game
How to identify trust and reciprocity
Emergence of Scaling in Random Networks
The construction of social reality
The Question of the commons
An evolutionary theory of economic change
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Governing the Commons
Rules, Games, and Common-Pool Resources
On the Construction of a Social Reality
Multi-agent systems and role games
Understanding Institutional Diversity
Common Property Institutions and Sustainable Governance of Resources
Local Environmental Control and Institutional Crowding-Out
How Universal is Behavior? A Four Country Comparison of Spite and Cooperation in Voluntary Contribution Mechanisms
Dynamic models of segregation
Thickening Thin Concepts and Theories
Modeling the Size of Wars
Effects of Heterogeneity in Residential Preferences on an Agent-Based Model of Urban Sprawl
Multiactor Modeling of Settling Decisions and Behavior in the San Mariano Watershed, the Philippines
Participatory Simulation of Land-Use Changes in the Northern Mountains of Vietnam
Learning, Signaling, and Social Preferences in Public-Good Games
| Unique citing works | 125 |
|---|---|
| Citations per year | 6,25 |
| Citation span | 2006 - 2027 (22) |
| Citation velocity | recent |
| Highly cited | Yes |
| Citation types | Neutral: 87 |