From consultation to inclusive engagement: Advancing participatory modeling for net-zero sustainable development

Traditional modeling approaches for net-zero, sustainable development often prioritize technical and expert-driven inputs, producing outputs that overlook critical institutional and behavioral considerations. Although there has been growing interest in participatory approaches and transdisciplinary research in modeling, most processes currently stop at consultation, missing opportunities for deeper stakeholder integration. This paper introduces a structured framework for embedding inclusivity in