Pattern-Oriented Modeling of Commons Dilemma Experiments

Janssen, Marco A.; Radtke, Nicholas P.; Lee, Allen

doi:10.1177/1059712309342488

Cited by 21 publications

(13 citation statements)

References 12 publications

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“…Patternoriented modeling (Grimm et al, 2005;Janssen et al, 2009) has been suggested in the socialecological modeling community as an approach to develop more rigorous and comprehensive models. Janssen et al (2009) Pattern-oriented modeling starts from multiple empirically observed patterns, at different scales and hierarchical levels, which are supposed to indicate essential underlying processes and structures of the system.…”

Section: Understanding Transitions: Relevant Experiences In Other Resmentioning

confidence: 99%

Lessons for model use in transition research: A survey and comparison with other research areas

Halbe

Reusser

Holtz

et al. 2015

Environmental Innovation and Societal Transitions

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The use of models to study the dynamics of transitions is challenging because of several aspects of transitions, notably complexity, multi-domain and multi-level interactions. These challenges are shared by other research areas that extensively make use of mod-els. In this article we survey experiences and methodological approaches developed in the research areas of social-ecological modeling, integrated assessment, and environmental modeling, and derive lessons to be learnt for model use in transition studies. In order to account for specific challenges associated with different kinds of model applications we classify models according to their uses: for understanding transitions, for providing case-specific policy advice, and for facilitating stakeholder processes. The assessment reveals promising research directions for transition modeling, such as model-to-model analysis, pattern-oriented modeling, advanced sensitivity analysis, development of a shared conceptual framework, and use of modeling protocols.

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Section: Understanding Transitions: Relevant Experiences In Other Resmentioning

confidence: 99%

Lessons for model use in transition research: A survey and comparison with other research areas

Halbe

Reusser

Holtz

et al. 2015

Environmental Innovation and Societal Transitions

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show abstract

“…With these laboratory experiments, microsituational variables could be manipulated and rule-crafting could be observed, especially when communications could be recorded because participants were using text-based chat rooms . Using high-resolution experimental data, agent-based models could be tested in a rigorous way (Janssen et al, 2009).…”

Section: Case Study: Dynamics Of Rulesmentioning

confidence: 99%

Dossier « Le champ descommonsen question : perspectives croisées » - A multimethod approach to study the governance of social-ecological systems

2011

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In this paper, we discuss the lessons learned from a project that combined different types of methods to study the interaction of ecological dynamics, experience of resource users, and institutional arrangements. We combined theoretical computational models, laboratory experiments with undergraduate students in the USA, field experiments and role games with villagers in rural Thailand and Colombia. The expectation at the start of the project was that specific experience with resource management would affect the way participants play the game and the rules they would develop. We found that contextual variables, such as trust in other community members and the feeling of being an accepted member of the community, and also the ecological context had significant explanatory power, more than experience. Another conclusion from using these different methods is the fact that the quality of resource management lies more on the possibility of communication rather than on the types of rules crafted or selected. Mots-clés : Colombie ; Thaïlande ; jeux de rôles ; pêcheries ; foresterie ; irrigation ; expériences économiques de terrain ; expériences économiques de laboratoires Résumé-Une démarche multiméthode pour l'étude de la gouvernance de systèmes socioécologiques. Cet article présente les résultats généraux d'un projet de recherche international visant à tester une combinaison de différentes méthodes pour étudier les interactions entre dynamiques écologiques, expérience des usagers des ressources et organisation des institutions. Nous avons combiné des modèles de simulation informatique, des expérimentations en laboratoire avec des étudiants aux Étas-Unis, des expérimentations de terrain et des jeux de rôles au sein de communautés rurales en Colombie et en Thaïlande. L'hypothèse à l'origine du projet était que l'expérience de ceux qui ont participé à ces expérimentations affecterait leurs résultats. Nous avons trouvé que des variables contextuelles, telles la confiance dans les autres membres de la communauté ou le sentiment d'appartenance à la communauté ainsi que le contexte écologique, ont un pouvoir explicatif plus important que l'expérience des participants. La seconde conclusion que l'on tire du croisement de ces méthodes est le fait que la qualité de la gestion des ressources dépend plus de la possibilité de communication entre les usagers que du type de règles qu'ils choisissent ou qu'ils créent.

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“…Pattern-Oriented Modeling (POM) is an approach proposed by researchers in ecology to describe the real-world complex systems and design agent-based models accordingly (Janssen et al, 2009). With the ultimate goal to overcome the challenges of covering the complexity and eliciting the uncertainty of the system (Grimm et al, 2005), POM approach is used to explore the internal mechanism of the system (Heckbert et al, 2010).We believe that these methodologies can be applied to tourism and provide a scientific strategy for agent-based simulation in tourism planning.…”

Section: Introductionmentioning

confidence: 99%

A Framework for Agent-Based Simulation in Tourism Planning

Chao

Furuta

Kanno

2011

Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments

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Abstract. Recently, the interest of using agent-based model combined with GIS to perform simulations that seek solutions to problems in the study of tourism services and planning is expanding. However, few scientific studies or systematic methodologies in tourism research have been conducted to support the design and development of such simulations. This research intends to develop a general framework for agent-based simulations in tourism and present its possibility in practical tourism planning process. By developing an agent-based simulation combined with GIS under the protocol, planning supports to tourism bureaus and policy makers to help them assess different tourism policy scenarios and improve tourism services.

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Pattern-Oriented Modeling of Commons Dilemma Experiments

Cited by 21 publications

References 12 publications

Lessons for model use in transition research: A survey and comparison with other research areas

Lessons for model use in transition research: A survey and comparison with other research areas

Dossier « Le champ descommonsen question : perspectives croisées » - A multimethod approach to study the governance of social-ecological systems

A Framework for Agent-Based Simulation in Tourism Planning

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