Describing economic agent-based models—Dahlem ABM documentation guidelines
Open accessAbstract
At the 100th Dahlem conference “New Approaches in Economics after the Financial Crisis” a working group devised guidelines for the documentation of computational economic agent-based models, based upon – but differing from – the ODD protocol Grimm et al. (2006, 2010). This paper sketches the motivation for coming up with a new set of guidelines tailored to economic multi-agent modelling, and presents these. While analytical economic models can often be precisely and concisely stated by a few equations together with an economic interpretation of their elements, a computational agentbased model, as a conceptual piece of work, may not always be a very tangible entity. For example, it is represented by but usually not identical to the (many) equations constituting the computer code. It is therefore not always easy to describe the model in a way that provides the reader with a thorough understanding of the model. The present guidelines are an attempt at standardizing such descriptions to support understanding and communication, as well as the comparability of economic multi-agent models.
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Agent-based modeling can generate possible scenarios and study the effects of economic policies.
“It can generate possible scenarios and study the effects of economic policies [35]”
From Agent-Based Model Applied for the Study of Overtourism in an Urban Context (2025) · cites this paper as [35]
Cites
A multi-agent model of several economic regions
Wolf, S., Fürst, S., Mandel, A., Lass, W., Lincke, D., Pablo-Martí, F., & Jaeger, C. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.12.012 · Cited by 71 · see citing works
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Agent-Based Model Applied for the Study of Overtourism in an Urban Context
Moreno, J., Parada, J., & Peña-Miranda, D. D. (2025) · Sustainability · doi:10.3390/su17073248 · Cited by 6 · see citing works
- Authors
- Wolf, S., Bouchaud, J.-P., Cecconi, F., Cincotti, S., Dawid, H., Gintis, H., van der Hoog, S., Jaegera, C. C., Kovalevsky, D. V., Mandel, A., & Paroussos, L.
- Affiliations
- St. Petersburg Department of Steklov Institute of Mathematics (RU)
- St Petersburg University (RU)
- ORCID
- Venue
- Complexity Economics
- Publisher
- Baltzer Science Publishers
- Published
- 2013-01-01
- Volume
- 2
- Issue
- 1
- Pages
- 63-74
- ISSN
- 2210-4275 (ISSN-L)
- 2210-4283
- OpenAlex
- W1996641373
- Cited by
- 26
- References
- 1
- Citations by year
- 2025: 1 · 2023: 4 · 2022: 3 · 2020: 1 · 2019: 1 · 2018: 3 · 2017: 1 · 2016: 4 · 2015: 2 · 2014: 2 · 2013: 2 · 2012: 2
- FWCI
- 3.69
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- Complexity Economics (publishedVersion, cc-by)
- CINECA IRIS Institutial Research Information System (University of Genoa) (submittedVersion)
- PUB – Publications at Bielefeld University (Bielefeld University) (submittedVersion, other-oa)
- Publikationen an der Universität Bielefeld (Universität Bielefeld) (submittedVersion, other-oa)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Multi-Agent Systems and Negotiation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Complex Systems and Time Series Analysis
- Social Sciences › Decision Sciences › Management Science and Operations Research › Simulation Techniques and Applications
- Keywords
- agent-based modeling, model documentation, documentation guidelines, ODD protocol, computational economics, model standardization, model communication, model comparability
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