{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T06:48:58Z","timestamp":1782715738240,"version":"3.54.5"},"reference-count":27,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T00:00:00Z","timestamp":1780358400000},"content-version":"vor","delay-in-days":1,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/501100000275","name":"Leverhulme Trust","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000275","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Risk Analysis"],"published-print":{"date-parts":[[2026,6]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>We study the introduction of wildfire risk maps, known as bushfire prone area maps, in Western Australia in 2015. Using property market transaction data and high\u2010resolution GIS data, we apply a regression discontinuity design to examine the price differential for properties across the hazard discontinuity introduced by these maps. Results show that properties within bushfire prone areas are sold at a 4.2% lower price than those outside. Our analysis further suggests this discount is driven by an information shock, rather than pre\u2010determined risk perception or stricter building regulations for risk\u2010exposed properties.<\/jats:p>","DOI":"10.1111\/risa.70276","type":"journal-article","created":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T08:52:01Z","timestamp":1780390321000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Discontinuity Analysis of the 2015 Introduction of Bushfire Prone Area Maps"],"prefix":"10.1111","volume":"46","author":[{"given":"Maria Teresa","family":"Gonzalez Valencia","sequence":"first","affiliation":[{"name":"Birmingham Institute for Sustainability and Climate Action University of Birmingham  Birmingham UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David J.","family":"Maddison","sequence":"additional","affiliation":[{"name":"Department of Economics University of Birmingham  Birmingham UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5610-5934","authenticated-orcid":false,"given":"Allan","family":"Beltr\u00e1n","sequence":"additional","affiliation":[{"name":"Department of Economics University of Birmingham  Birmingham UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,6,2]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cities.2023.104255"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/ajs4.21"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0217590816400026"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eap.2019.04.013"},{"key":"e_1_2_9_6_1","unstructured":"Building and Energy.2025. \u201cBuilding in Bushfire\u2010Prone Areas.\u201dGovernment of Western Australia. Last updated June 18.https:\/\/www.wa.gov.au\/organisation\/building\u2010and\u2010energy\/building\u2010bushfire\u2010prone\u2010areas."},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1017\/9781108684606"},{"key":"e_1_2_9_8_1","volume-title":"Bushfire Map Shows Most of Western Australia Prone to Fires","author":"De Ceglie A.","year":"2015"},{"key":"e_1_2_9_9_1","unstructured":"Department for Fire and Emergency Services.2021. \u201cInterim Mapping Standards for Bush Fire Prone Areas 2021.\u201dhttps:\/\/cdn.prod.website\u2010files.com\/61de5d84c5a92d75c52a9ca6\/61efa5e055bc4e2bbe3b2a73_OBRM\u2010Mapping\u2010Standard\u2010for\u2010Bush\u2010Fire\u2010Prone\u2010Areas.pdf."},{"key":"e_1_2_9_10_1","unstructured":"Department for Fire and Emergency Services.2023. \u201cMap of Bush Fire Prone Areas Frequently Asked Questions 2023.\u201dhttps:\/\/dfes.wa.gov.au\/documents\/Map\u2010of\u2010Bush\u2010Fire\u2010Prone\u2010Areas\u2010FAQ\u20102023.pdf."},{"key":"e_1_2_9_11_1","unstructured":"Department of Energy Mines Industry Regulation and Safety.2016. \u201cDisclosure Requirements\u2014Bushfire Prone Areas: Real Estate Bulletin Issue 129 (December 2016).\u201dhttps:\/\/www.consumerprotection.wa.gov.au\/publications\/disclosure\u2010requirements\u2010bushfire\u2010prone\u2010areas\u2010real\u2010estate\u2010bulletin\u2010issue\u2010129\u2010december."},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.3368\/le.83.2.217"},{"key":"e_1_2_9_13_1","unstructured":"Garnache C.2023. \u201cDoes the Salience of Climate\u2010Related Risk Affect Asset Prices?\u201d SSRN 3398404."},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfe.2018.09.002"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2022.115940"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1257\/jel.48.2.281"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.envres.2014.10.015"},{"key":"e_1_2_9_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfe.2004.08.001"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.3368\/le.100.1.102122-0087R"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeem.2018.07.005"},{"key":"e_1_2_9_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeem.2023.102787"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11698-024-00297-0"},{"key":"e_1_2_9_23_1","doi-asserted-by":"publisher","DOI":"10.1029\/2017WR022195"},{"key":"e_1_2_9_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.forpol.2013.08.010"},{"key":"e_1_2_9_25_1","doi-asserted-by":"publisher","DOI":"10.1289\/ehp.1409277"},{"key":"e_1_2_9_26_1","doi-asserted-by":"publisher","DOI":"10.3390\/bs11090126"},{"key":"e_1_2_9_27_1","volume-title":"Research Design for Program Evaluation: The Regression discontinuity Approach","author":"Trochim W.","year":"1984"},{"key":"e_1_2_9_28_1","unstructured":"Western Australian Planning Commission.2024. \u201cState Planning Policy 3.7 Bushfire.\u201d Published September 24.https:\/\/www.planning.wa.gov.au\/state\u2010planning\u2010policy\u20103.7\u2010bushfire."}],"container-title":["Risk Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/risa.70276","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/risa.70276","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/risa.70276","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T06:39:14Z","timestamp":1782715154000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/risa.70276"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":27,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2026,6]]}},"alternative-id":["10.1111\/risa.70276"],"URL":"https:\/\/doi.org\/10.1111\/risa.70276","archive":["Portico"],"relation":{},"ISSN":["0272-4332","1539-6924"],"issn-type":[{"value":"0272-4332","type":"print"},{"value":"1539-6924","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"2025-03-12","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-05-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-06-02","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70276"}}