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Updated: Jan 17, 2026

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Published on: May 18, 2021
Guidelines for inclusive and equitable energy and transport modeling
Marissa Bergman1, Julia Tomei1, Stephanie Hirmer2
1Institute for Sustainable Resources, University College London, London WC1H 0NN, UK.
Integrating gender equality and social inclusion (GESI) into energy and transport models is crucial. This study provides guidelines to ensure these models promote equitable and sustainable development outcomes for all communities.
Area of Science:
- Sustainable Development
- Energy Systems Modeling
- Transport Systems Modeling
Background:
- Energy and transport models significantly influence policy and financial decisions.
- Current models often overlook gender equality and social inclusion (GESI), perpetuating inequities.
- Marginalized communities' needs are frequently excluded in traditional modeling approaches.
Purpose of the Study:
- To present guidelines for integrating GESI into large-scale energy and transport systems modeling.
- To address challenges in incorporating GESI, such as data limitations and model architecture.
- To promote equitable and context-sensitive development outcomes through inclusive modeling.
Main Methods:
- Collaborative development process.
- Scoping literature review.
- Expert consultation with modelers and social scientists.
Main Results:
- Guidelines for integrating GESI across the entire modeling life cycle.
- Strategies to overcome challenges like data disaggregation and quantifying social factors.
- Demonstration of how inclusive modeling leads to more equitable results.
Conclusions:
- Inclusive modeling practices are essential for achieving sustainable development.
- The developed guidelines are applicable beyond energy and transport to other infrastructure domains.
- Integrating GESI into modeling fosters more equitable and context-sensitive outcomes.
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