A stated preference survey for designing the physical elements of communities

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Authors: Sara Wagner, Jacob Klimczak, David Kossowsky, Sara Diamond, Matthew Roorda
Cited by: 1
References: 9

Abstract

Developing designs for the physical elements of communities involves both complexity and trade-offs. The human computer interface and generative design (GD) potentially address this challenge and present an opportunity for improved efficiency as compared to designing based solely on a human planner. The purpose of this paper is to design and test a repeated Stated Preference (SP) survey, as part of a broader GD decision-support process, that obtains feedback on land use distribution and road network design from stakeholders. The results from the SP survey are quantified into binary logit model parameter estimates that are used as inputs for subsequent rounds of the GD process. This iterative process allows for the improvement of community designs with each round of consultation until a desired design outcome is reached. This use of SP survey methodology within a GD process to produce community designs that reflect the goals of the stakeholders, is novel. This paper provides a demonstration and preliminary application of the method.

Fields of Study & Subjects

Urban Design and Spatial Analysis Urban Transport and Accessibility Spatial Cognition and Navigation

Publication details

Journal / source
Transportation research procedia
Publisher
Elsevier BV
Volume
97
Pages
622–631
Publication date
1 January 2026
Language
EN