Simulating household energy behavior diffusion using spatial microsimulation and econometric models
Analyzing household energy behaviors from a spatial perspective is crucial for both policymakers and network operators. However, conducting spatial analysis at a fine scale presents significant challenges, primarily due to data scarcity. This article demonstrates the potential of integrating spatial microsimulation and spatial econometric models to address this issue. Specifically, we construct a static spatial microsimulation model to create a synthetic population for the entire Netherlands, simulating neighborhood-level spatial distributions of household energy behaviors. The results indicate significant neighborhood-level spatial heterogeneity in the adoption of energy behaviors. Subsequently, this simulated output is used as input for spatial econometric models to analyze the neighborhood-level spatial determinants of household energy behavior adoption. We identify the roles of both spatial endogenous effects and neighborhood-specific characteristics in contributing to the observed spatial variations in household energy behaviors. • Using spatial microsimulation to model neighborhood-level household energy behaviors. • Using spatial microsimulation output as input for spatial econometrics. • Neighborhood-specific characteristics influence household energy behaviors. • Spatial endogenous effects are identified.
Authors
- Loes Bouman (ORCID: https://orcid.org/0000-0002-2954-5499)
- Dimitris Ballas (ORCID: https://orcid.org/0000-0003-4955-850X)
- Xiaolong Liu (ORCID: https://orcid.org/0000-0001-6492-2723)
- Zhang Jian-hua (ORCID: https://orcid.org/0000-0003-1950-4543)
Institutions
- University of Groningen (NL)
- Fryske Akademy (NL)
- University of Applied Sciences Leiden (NL)
Publication Details
- Journal
- Computers Environment and Urban Systems
- Published
- 2025-02-08
- DOI
- https://doi.org/10.1016/j.compenvurbsys.2025.102256
- Citations
- 2
- Primary Topic
- demographic modeling and climate adaptation
- Type
- article
- Field-Weighted Citation Impact
- 4.21