TY - GEN N2 - Earthquake events can cause affected households to relocate. Post-earthquake relocation disrupts displaced households? social ties as well as their access to affordable services. Simulation models that capture post-earthquake relocation decision-making can be useful tools for supporting the development of related disaster risk reduction policies that aim at mitigating disaster-induced relocation. Yet, existing versions of these models focus particularly on housing-related factors (e.g., housing repair costs), which are not the sole driver of post-earthquake relocation. In this paper, we integrate data-driven approaches and local perspectives into an existing simulation-based framework to holistically capture various context-specific factors perceived as being important to household relocation decision-making. The enhanced framework is used to quantitatively assess the effectiveness of various disaster risk reduction policies - both ?soft? (e.g., post-earthquake livelihood assistance funds) and ?hard? (e.g., upgrading existing infrastructure facilities to higher building codes) - in reducing post-earthquake household relocation, with an explicit focus on low-income households. We demonstrate it using a possible future (50-year) projection of ?Tomorrowville?, a synthetic expanding urban extent that imitates a Global South setting. Our analyses suggest that livelihood assistance funds are more successful and pro-poor when it comes to mitigating positive post-earthquake relocation decision-making than hard policies focused on strengthening buildings (at least in the context of the examined case study). ID - discovery10181510 PB - Trinity College Dublin UR - https://icasp14.com/presenter/proceedings/ CY - Dublin,Ireland A1 - Wang, Chenbo A1 - Cremen, Gemma A1 - Galasso, Carmine T3 - ICASP 14 Conference TI - Leveraging Data-driven Approaches to Explore the Effect of Various Disaster Policies on Post-earthquake Household Relocation Decision-making AV - public SP - 1 Y1 - 2023/07/13/ EP - 8 N1 - This version is the version of record. For information on re-use, please refer to the publisher?s terms and conditions. ER -