Simulating household energy behavior diffusion using spatial microsimulation and econometric models
Publication type: Journal Article
Publication date: 2025-04-01
scimago Q1
wos Q1
SJR: 2.523
CiteScore: 16.6
Impact factor: 8.3
ISSN: 01989715, 18737587
Abstract
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.
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Total citations:
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Citations from 2024:
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GOST
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Zhang J. et al. Simulating household energy behavior diffusion using spatial microsimulation and econometric models // Computers, Environment and Urban Systems. 2025. Vol. 117. p. 102256.
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Zhang J., Bouman L., Ballas D., Liu X. Simulating household energy behavior diffusion using spatial microsimulation and econometric models // Computers, Environment and Urban Systems. 2025. Vol. 117. p. 102256.
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TY - JOUR
DO - 10.1016/j.compenvurbsys.2025.102256
UR - https://linkinghub.elsevier.com/retrieve/pii/S0198971525000092
TI - Simulating household energy behavior diffusion using spatial microsimulation and econometric models
T2 - Computers, Environment and Urban Systems
AU - Zhang, Jianhua
AU - Bouman, Loes
AU - Ballas, Dimitris
AU - Liu, Xiaolong
PY - 2025
DA - 2025/04/01
PB - Elsevier
SP - 102256
VL - 117
SN - 0198-9715
SN - 1873-7587
ER -
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@article{2025_Zhang,
author = {Jianhua Zhang and Loes Bouman and Dimitris Ballas and Xiaolong Liu},
title = {Simulating household energy behavior diffusion using spatial microsimulation and econometric models},
journal = {Computers, Environment and Urban Systems},
year = {2025},
volume = {117},
publisher = {Elsevier},
month = {apr},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0198971525000092},
pages = {102256},
doi = {10.1016/j.compenvurbsys.2025.102256}
}