Exploring the application of qualitative and quantitative generic model structures in investigating dynamic complex phenomena: the case of rebound effects

Daniel Guzzo*, Igor Czermainski de Oliveira, Daniela C. A. Pigosso

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Abstract

The issues of repeatability, agility and reliability are critical predicates in model-based investigations through System Dynamics (SD). Generic model structures such as archetypes, canonical situational models, and molecules have been extensively used as a means to reach domain-specific insight (Eberlein and Hines 1996; Hines 1996; Kim and Anderson 2011; Lane and Smart 1996; Paich 1985; Senge et al. 1994; Wolstenholme 2004). Although the concept and application of generic model structures is fundamental to SD research and practice, there are still important gaps that prevents the community moving forward. First, it is unclear how the different types of generic structures complement each other in model building. Second, the potential uses of those structures into supporting more or less participatory modelling approaches have been insufficiently investigated and the potential synergies in using qualitative and quantitative generic model structures have been little investigated. Finally, apart from the molecules, the collections of generic model structures are still ad-hoc and unsystematic, with mostly personal libraries that hinder model reuse at large. In this study, three model-based investigation exercises are presented to explore different applications of qualitative and quantitative generic model structures in investigating a specific type of dynamic complex phenomenon – rebound effects (RE) in sustainability-oriented innovation. RE are systemic responses that offset the initial intentions of sustainability-oriented actions, hindering the achievement of the full potential of sustainable solutions (Guzzo et al. 2024; Hertwich 2005). RE are a fertile ground for examination through the SD lenses.
Original languageEnglish
Title of host publicationProceedings of the 2024 International System Dynamics Conference
EditorsSusan Howick, Mohammad Jalali, Hazhir Rahmandad
Number of pages2
PublisherSystem Dynamics Society
Publication date2024
ISBN (Electronic)978-1-935056-33-1
Publication statusPublished - 2024
Event2024 International System Dynamics Conference - Bergen, Norway
Duration: 4 Aug 20248 Aug 2024

Conference

Conference2024 International System Dynamics Conference
Country/TerritoryNorway
CityBergen
Period04/08/202408/08/2024

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