{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T00:56:32Z","timestamp":1760576192949,"version":"build-2065373602"},"reference-count":41,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T00:00:00Z","timestamp":1760486400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:p>The relationship between housing conditions and risk perception is overlooked commonly in disaster studies. Correspondingly, this research study helps in filling this research gap by answering the two main following research questions, 1) Does individuals\u2019 perception of hurricane risk vary based on their housing conditions?, and 2) Does this risk perception, in turn, influence their intention to take a hurricane protective action? For data collection, a quantitative approach was utilized, involving an online questionnaire that was filled by 816 subjects from five cities in Florida: Miami, Tallahassee, Jacksonville, Gainesville, and Ocala. In order to answer the first research question, many housing physical characteristics were statistically tested through variance analyses based on the survey responses collected; however, the only statistically significant variance found in risk perception among the survey subjects was based on two housing conditions; 1) Required Dwelling Repairs, &amp; 2) If the Dwelling is on Ground-Floor or not. The variance had a medium strength for Threat Possibility, but was very weak for Threat Severity. Similarly, to answer the second research question, correlation and regression analysis were conducted to test the relationship between Threat Possibility and Threat Severity and the intention of preparing a supply emergency kit, an evacuation plan, and a communication plan. Risk perception had a weak correlation to the intentions of hurricane protective behaviors. Across all regression models, neither threat possibility nor threat severity showed statistically significant associations (p\u2009&gt;\u20090.01) with preparedness intentions. By identifying specific housing conditions that influence risk perception, this research study has the potential to inform targeted interventions and educational campaigns to improve disaster preparedness among vulnerable populations. This can lead to better resource allocation and more effective community outreach programs. Moreover, the findings can guide policymakers and urban planners in designing and implementing building codes and housing regulations that enhance safety and resilience against hurricanes. This can result in improved living conditions and reduced vulnerability for residents in hurricane-prone areas.<\/jats:p>","DOI":"10.1371\/journal.pone.0310665","type":"journal-article","created":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:21:28Z","timestamp":1760548888000},"page":"e0310665","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring the relationship between housing conditions and risk perception in a disaster context"],"prefix":"10.1371","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0589-0503","authenticated-orcid":true,"given":"Amer Hamad Issa","family":"Abukhalaf","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2025,10,15]]},"reference":[{"issue":"2","key":"pone.0310665.ref001","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1175\/WCAS-D-17-0012.1","article-title":"Hurricane preparedness among university residential housing assistants and staff","volume":"10","author":"RV Rohli","year":"2018","journal-title":"Wea Climate Soc"},{"issue":"4","key":"pone.0310665.ref002","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1080\/07448481.2018.1431897","article-title":"Natural disaster preparedness in college students: Implications for institutions of higher learning","volume":"66","author":"MA Tkachuck","year":"2018","journal-title":"J Am Coll Health"},{"issue":"2","key":"pone.0310665.ref003","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1080\/00221546.2020.1803035","article-title":"College choice, interrupted: understanding the choice processes of hurricane-affected puerto rican students in Florida","volume":"92","author":"A Rodriguez","year":"2020","journal-title":"The Journal of Higher Education"},{"key":"pone.0310665.ref004","unstructured":"Weber MC. Natural disasters, incidents of mass violence, and preparedness on a college campus: a study of university faculty and staff. 2017. https:\/\/egrove.olemiss.edu\/etd\/803"},{"key":"pone.0310665.ref005","volume-title":"At risk: natural hazards, people\u2019s vulnerability and disasters","author":"B Wisner","year":"2004"},{"key":"pone.0310665.ref006","doi-asserted-by":"crossref","first-page":"1082","DOI":"10.1016\/j.ijdrr.2018.03.032","article-title":"University employees\u2019 preparedness for natural hazards and incidents of mass violence: an application of the extended parallel process model","volume":"31","author":"MC Weber","year":"2018","journal-title":"Int J Disaster Risk Reduction"},{"key":"pone.0310665.ref007","doi-asserted-by":"crossref","DOI":"10.20935\/AL3621","article-title":"COVID-19\u2019s negative mental health impact goes well beyond standard at-risk populations: action needs to be taken to combat long-term nationwide emotional disruption","author":"AHI Abukhalaf","year":"2021","journal-title":"Academia Letters"},{"key":"pone.0310665.ref008","doi-asserted-by":"crossref","DOI":"10.20935\/AL3572","article-title":"The risk behind communicating to people in their second language during the hurricane season","author":"AHI Abukhalaf","year":"2021","journal-title":"Academia Letters"},{"issue":"6","key":"pone.0310665.ref009","doi-asserted-by":"crossref","first-page":"1484","DOI":"10.2112\/JCOASTRES-D-17-00222.1","article-title":"Increasing risk perception and understanding of hurricane storm tides using an interactive, web-based visualization approach","volume":"34","author":"BL Lindner","year":"2018","journal-title":"J Coastal Res"},{"issue":"1","key":"pone.0310665.ref010","doi-asserted-by":"crossref","first-page":"130","DOI":"10.2112\/JCOASTRES-D-17-00223.1","article-title":"Assessing Improvement in the Public\u2019s Understanding of hurricane storm tides through interactive visualization models","volume":"35","author":"F Alsheimer","year":"2019","journal-title":"J Coastal Res"},{"issue":"3","key":"pone.0310665.ref011","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1080\/10410236.2013.842527","article-title":"Vested interest, disaster preparedness, and strategic campaign message design","volume":"30","author":"BJ Adame","year":"2015","journal-title":"Health Commun"},{"key":"pone.0310665.ref012","doi-asserted-by":"crossref","first-page":"102812","DOI":"10.1016\/j.ijdrr.2022.102812","article-title":"Assessing international students\u2019 vulnerability to hurricanes: University of Florida case study","volume":"71","author":"AHI Abukhalaf","year":"2022","journal-title":"Int J Disaster Risk Reduction"},{"issue":"9","key":"pone.0310665.ref013","doi-asserted-by":"crossref","first-page":"3464","DOI":"10.1080\/07448481.2023.2168547","article-title":"Evaluating the mental health of international students in the U.S. during the COVID-19 outbreak: the case of University of Florida","volume":"72","author":"AHI Abukhalaf","year":"2024","journal-title":"J Am Coll Health"},{"issue":"3","key":"pone.0310665.ref014","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1007\/s10708-016-9700-8","article-title":"A qualitative study of mobile home resident perspectives on tornadoes and tornado protective actions in South Carolina, USA","volume":"82","author":"KD Ash","year":"2016","journal-title":"GeoJournal"},{"issue":"2","key":"pone.0310665.ref015","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1177\/028072701703500206","article-title":"\u201cIt\u2019s not where i\u2019d be running like an idiot for a small one:\u201d Hurricane perceptions and evacuation decision making among Florida mobile home residents","volume":"35","author":"M Kusenbach","year":"2017","journal-title":"Int J Mass Emergencies Disasters"},{"key":"pone.0310665.ref016","doi-asserted-by":"crossref","first-page":"101210","DOI":"10.1016\/j.ijdrr.2019.101210","article-title":"Mobile home resident evacuation vulnerability and emergency medical service access during tornado events in the Southeast United States","volume":"38","author":"SM Strader","year":"2019","journal-title":"Int J Disaster Risk Reduction"},{"issue":"1","key":"pone.0310665.ref017","doi-asserted-by":"crossref","DOI":"10.1061\/(ASCE)NH.1527-6996.0000436","article-title":"Unpacking Tornado disasters: illustrating Southeastern US Tornado mobile and manufactured housing problem using March 3, 2019 Beauregard-Smith Station, Alabama, Tornado Event","volume":"22","author":"SM Strader","year":"2021","journal-title":"Nat Hazards Rev"},{"issue":"1","key":"pone.0310665.ref018","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1175\/WAF-D-19-0090.1","article-title":"Staying safe in a Tornado: a qualitative inquiry into public knowledge, access, and response to Tornado warnings","volume":"35","author":"JE Walters","year":"2020","journal-title":"Weather Forecasting"},{"issue":"3","key":"pone.0310665.ref019","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1175\/WCAS-D-19-0088.1","article-title":"Structural forces: perception and vulnerability factors for Tornado sheltering within mobile and manufactured housing in Alabama and Mississippi","volume":"12","author":"KD Ash","year":"2020","journal-title":"Weather Climate Soc"},{"key":"pone.0310665.ref020","volume-title":"Understanding research methods: an overview of the Essentials","author":"ML Patten","year":"2018"},{"key":"pone.0310665.ref021","volume-title":"Research design and methods: a process approach","author":"KS Bordens","year":"2022"},{"key":"pone.0310665.ref022","author":"AHI Abukhalaf","year":"2023"},{"issue":"1","key":"pone.0310665.ref023","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1080\/00223980.1975.9915803","article-title":"A protection motivation theory of fear appeals and attitude change1","volume":"91","author":"RW Rogers","year":"1975","journal-title":"J Psychol"},{"issue":"2","key":"pone.0310665.ref024","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1080\/03637759409376328","article-title":"Fear control and danger control: a test of the extended parallel process model (EPPM)","volume":"61","author":"K Witte","year":"1994","journal-title":"Communication Monographs"},{"issue":"10","key":"pone.0310665.ref025","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0003246","article-title":"Protection motivation theory in predicting intention to engage in protective behaviors against schistosomiasis among middle school students in rural China","volume":"8","author":"H Xiao","year":"2014","journal-title":"PLoS Negl Trop Dis"},{"issue":"2","key":"pone.0310665.ref026","article-title":"At risk: natural hazards, people\u2019s vulnerability, and disasters","volume":"2","author":"JF St. Cyr","year":"2005","journal-title":"J Homeland Sec Emerg Manag"},{"issue":"6","key":"pone.0310665.ref027","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1016\/j.profnurs.2011.09.001","article-title":"When a natural disaster occurs: lessons learned in meeting students\u2019 needs","volume":"27","author":"PG Watson","year":"2011","journal-title":"J Prof Nurs"},{"key":"pone.0310665.ref028","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.tourman.2019.03.012","article-title":"Risk reduction and adventure tourism safety: an extension of the risk perception attitude framework (RPAF)","volume":"74","author":"J Wang","year":"2019","journal-title":"Tourism Manag"},{"key":"pone.0310665.ref029","doi-asserted-by":"crossref","DOI":"10.20935\/AL4903","article-title":"The growing mental health crisis among America\u2019s children, adolescents, and young adults","author":"AHI Abukhalaf","year":"2022","journal-title":"Academia 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Case study: Bucharest Municipality\/Romania","volume":"44","author":"I Arma\u015f","year":"2007","journal-title":"Nat Hazards"},{"issue":"2","key":"pone.0310665.ref032","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1016\/j.jenvp.2007.10.006","article-title":"Disaster preparedness and perception of flood risk: a study in an alpine valley in Italy","volume":"28","author":"R Miceli","year":"2008","journal-title":"J Environ Psychol"},{"issue":"10","key":"pone.0310665.ref033","doi-asserted-by":"crossref","first-page":"1658","DOI":"10.1111\/j.1539-6924.2011.01616.x","article-title":"Emotions, trust, and perceived risk: affective and cognitive routes to flood preparedness behavior","volume":"31","author":"T Terpstra","year":"2011","journal-title":"Risk Anal"},{"issue":"4","key":"pone.0310665.ref034","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1177\/0013916581134001","article-title":"Response to earthquake hazard","volume":"13","author":"EL Jackson","year":"1981","journal-title":"Environ Behav"},{"issue":"1","key":"pone.0310665.ref035","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1111\/0272-4332.00002","article-title":"Correlates of household seismic hazard adjustment adoption","volume":"20","author":"MK Lindell","year":"2000","journal-title":"Risk Anal"},{"issue":"8","key":"pone.0310665.ref036","doi-asserted-by":"crossref","first-page":"1663","DOI":"10.5194\/nhess-10-1663-2010","article-title":"The social psychology of seismic hazard adjustment: re-evaluating the international literature","volume":"10","author":"C Solberg","year":"2010","journal-title":"Nat Hazards Earth Syst Sci"},{"key":"pone.0310665.ref037","doi-asserted-by":"crossref","first-page":"103973","DOI":"10.1016\/j.ijdrr.2023.103973","article-title":"COVID-19 outbreak impact on the wellbeing of migrants in U.S. college towns: The case of Gainesville, Florida","volume":"96","author":"AHI Abukhalaf","year":"2023","journal-title":"Int J Disaster Risk Reduction"},{"key":"pone.0310665.ref038","doi-asserted-by":"crossref","first-page":"76","DOI":"10.3311\/CCC2020-058","article-title":"A socioeconomic-based analysis of disaster preparedness, awareness and education.","author":"P Ronik Ketankumar","year":"2020","journal-title":"Proceedings of the Creative Construction e-Conference 2020"},{"issue":"2","key":"pone.0310665.ref039","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1207\/s15324796abm2702_7","article-title":"Risk perceptions and their relation to risk behavior","volume":"27","author":"NT Brewer","year":"2004","journal-title":"Ann Behav Med"},{"issue":"1","key":"pone.0310665.ref040","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1111\/j.1741-1130.2012.00331.x","article-title":"An assessment of policies guiding school emergency disaster management for students with disabilities in Australia","volume":"9","author":"HJ Boon","year":"2012","journal-title":"Policy Practice Intel Disabi"},{"issue":"4","key":"pone.0310665.ref041","article-title":"Toward a comprehensive behavioral model of hurricane preparedness: the protective behavior model","volume":"5","author":"AHI Abukhalaf","year":"2023","journal-title":"Qeios"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0310665","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:21:35Z","timestamp":1760548895000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0310665"}},"subtitle":[],"editor":[{"given":"Deepak","family":"Amaripadath","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2025,10,15]]},"references-count":41,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2025,10,15]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0310665","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,15]]}}}