Uses, opportunities and risks of artificial intelligence in participatory urban planning

dc.contributor.authorRaymond, Christopher M.
dc.contributor.authorNummi, Pilvi
dc.contributor.authorvon Wirth, Timo
dc.contributor.authorPoom, Age
dc.contributor.authorAhdekivi, Anna
dc.contributor.authorBarthel, Stephan
dc.contributor.authorDelmelle, Eric
dc.contributor.authorDunkel, Eveliina
dc.contributor.authorFagerholm, Nora
dc.contributor.authorGrêt-Regamey, Adrienne
dc.contributor.authorHallikainen, Felix
dc.contributor.authorHeinilä, Aleksi
dc.contributor.authorKäyhkö, Janina
dc.contributor.authorKotavaara, Ossi
dc.contributor.authorKyttä, Marketta
dc.contributor.authorMagyar, Marton
dc.contributor.authorPesola, Arto J.
dc.contributor.authorMcPhearson, Timon
dc.contributor.authorMustafa, Ahmed
dc.contributor.authorNurminen, Valtteri
dc.contributor.authorRamezani, Samira
dc.contributor.authorReed, Patrick
dc.contributor.authorRinne, Tiina
dc.contributor.authorSchipperijn, Jasper
dc.contributor.authorSoininen, Niko
dc.contributor.authorToivonen, Tuuli
dc.contributor.authorVenuti, Francesco
dc.contributor.organizationfi=maantiede|en=Geography |
dc.contributor.organizationfi=oikeustiede|en=Laws|
dc.contributor.organization-code1.2.246.10.2458963.20.17647764921
dc.contributor.organization-code1.2.246.10.2458963.20.53046050752
dc.converis.publication-id504554719
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/504554719
dc.date.accessioned2026-01-21T14:58:58Z
dc.date.available2026-01-21T14:58:58Z
dc.description.abstract<p> Participatory urban planning is undergoing significant changes because of the rapid development of artificial intelligence (AI) tools. This study explores and compares the differences in the relational agency of Analytical, Generative and Humanised AI as perceived by urban planners. We consider relational agency with respect to the intended and unintended uses and perceived opportunities and risks of these technologies in participatory urban planning. A Delphi survey was conducted with 34 urban planners across municipalities in Finland with > 20,000 inhabitants, followed up by a focus group and survey to build convergence on respondents’ views (<em>n</em> = 13). Respondents commonly used Analytical AI to summarise plan information and to report on environmental variables, and saw its potential to analyse and report on citizen feedback on draft plans, including survey responses. Generative AI is currently used to undertake more creative tasks than Analytical AI, including generating images and simulations, with the potential to use it to draft plan content and summarise expert reports on plan drafts. Risks centre around data protection problems, the outsourcing of decision-making to computer tools, and the potential to create misinformation or incorrect content. Humanised AI is rarely used in urban planning in Finland, but respondents saw potential to use it to respond to community feedback on urban plans and to communicate plans more effectively to the wider public through a cautious approach that addresses the potential for emotion and opinion influencing. We discuss the implications of these findings for participatory urban planning across Europe and elsewhere. <br></p>
dc.identifier.eissn3004-8311
dc.identifier.olddbid213947
dc.identifier.oldhandle10024/196965
dc.identifier.urihttps://www.utupub.fi/handle/11111/56150
dc.identifier.urlhttps://doi.org/10.1007/s44327-025-00137-4
dc.identifier.urnURN:NBN:fi-fe202601216312
dc.language.isoen
dc.okm.affiliatedauthorFagerholm, Nora
dc.okm.affiliatedauthorHallikainen, Felix
dc.okm.affiliatedauthorHeinilä, Aleksi
dc.okm.discipline1172 Environmental sciencesen_GB
dc.okm.discipline513 Lawen_GB
dc.okm.discipline519 Social and economic geographyen_GB
dc.okm.discipline520 Other social sciencesen_GB
dc.okm.discipline1172 Ympäristötiedefi_FI
dc.okm.discipline513 Oikeustiedefi_FI
dc.okm.discipline519 Yhteiskuntamaantiede, talousmaantiedefi_FI
dc.okm.discipline520 Muut yhteiskuntatieteetfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Science and Business Media LLC
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.articlenumber93
dc.relation.doi10.1007/s44327-025-00137-4
dc.relation.ispartofjournalDiscover Cities
dc.relation.volume2
dc.source.identifierhttps://www.utupub.fi/handle/10024/196965
dc.titleUses, opportunities and risks of artificial intelligence in participatory urban planning
dc.year.issued2025

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