Publications

Publications

Page: 01 02 03 04 05 06 07 08 09 10 11 12
2024 / Daniel Torren-Peraire, Ivan Savin and Jeroen van den Bergh

An Agent-Based Model of Cultural Change for a Low-Carbon Transition

Journal of Artificial Societies ans Social Simulation, 27(1) 13
Summary
Meeting climate goals requires radical changes in the consumption behaviour of individuals. This necessitates an understanding of how the diffusion of low-carbon behaviour will occur. The speed and interdependency of these changes in behavioural choices may be modulated by individuals’ culture. We develop an agent-based model to study how behavioural decarbonisation interacts with longer-term cultural change, composed of individuals with multiple behaviours that evolve due to imperfect social learning in a social network. Using the definition of culture as socially transmitted information, we represent individuals’ environmental identity as an aggregation of attitudes towards multiple relevant behaviours. The strength of interaction between individuals is determined by the similarity in their environmental identity, leading to inter-behavioural dependency and spillovers in green attitudes. Our results show that the initial distribution of agent attitudes towards behaviours and asymmetries in social learning, such as confirmation bias, are the main drivers of model dynamics, helping to generate awareness of what roadblocks may appear to deep decarbonisation. To assess the impact of culture beyond a purely diffusive regime, we introduce green influencers as a minority of individuals who broadcast a green attitude. The greatest emissions reduction is achieved with the inclusion of culture, relative to a behavioural independence case, and with low confirmation bias. However, green influencers fail to achieve deep behavioural decarbonisation through solely voluntary action. We identify areas for further research regarding how culture, through inter-behavioural dependence, may be leveraged for climate policy.
EPOC Working Paper No. 17 / Work Package 01
2024 / Susanne Ditlevsen, Predrag Pilipovic, Adeline Samson

Strang Splitting for Parametric Inference in Second-order Stochastic Differential Equations

2022 / Pieschner S., Hasenauer J., Fuchs C.

Identifiability analysis for models of the translation kinetics after mRNA transfection

Journal of Mathematical Biology, Vol. 84, Art.-Nr. 56
2023 / Peter Ditlevsen, Susanne Ditlevsen

Warning of a forthcoming collapse of the Atlantic meridional overturning circulation

Nature Communications, 14 Art. No.: 4254
EPOC Working Paper No. 16 / Work Package 02
2024 / Pablo Nunez Yebra, Jeroen van den Bergh, Ivan Savin, Jozsef Zsiros

Conditions and pathways for a climate club to reach a more ambitious global treaty

2023 / Contento L., Castelletti N., Raimúndez E., Le Gleut R., Schälte Y., Stapor P., Hinske LC., Hoelscher M., Wieser A., Radon K., Fuchs C.

Integrative modelling of reported case numbers and seroprevalence reveals time-dependent test efficiency and infection rates

Epidemics, Vol. 43, Art.-Nr. 100681
2023 / Catarina Midões, Denis de Crombrugghe

Assumption-light and computationally cheap inference on inequality measures by sample splitting: the Student t approach

The Journal of Economic Inequality
EPOC Working Paper No. 15 / Work Package 02
2024 / Riccardo Di Leo, Catarina Midões

Good COP/Bad COP: Global Political Initiatives and Climate Change Attitudes in Europe

2023 / Sebastian Poledna, Michael Gregor Miess, Cars Hommes, Katrin Rabitsch

Economic forecasting with an agent-based model

European Economic Review, Vol. 151, Art.-Nr. 104306
EPOC Working Paper No. 14 / Work Package 02
2024 / Catarina Midões, Jeroen van den Bergh, Ivan Savin

A meta-analysis of synergy between carbon pricing and renewable-energy policies

This website uses cookies
This website uses various cookies for optimal functionality.
In order to be able to take full advantage of the offer, you must first agree to its use.
You can choose which type of cookies you want to allow.