{"id":"https://openalex.org/W7225415658","doi":"https://doi.org/10.3389/fpubh.2026.1946887","title":"The financial burden of climate disasters on household's health expenditure: evidence from Australia","display_name":"The financial burden of climate disasters on household's health expenditure: evidence from Australia","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225415658","doi":"https://doi.org/10.3389/fpubh.2026.1946887"},"language":"en","primary_location":{"id":"doi:10.3389/fpubh.2026.1946887","doi":"https://doi.org/10.3389/fpubh.2026.1946887","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1946887","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1946887/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1946887/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059257962","display_name":"Alejandro Betancourt-Odio","orcid":"https://orcid.org/0000-0001-7317-3920","observed_orcids":["https://orcid.org/0000-0001-7317-3920"]},"institutions":[{"id":"https://openalex.org/I96580804","display_name":"Universidad Pontificia Comillas","ror":"https://ror.org/017mdc710","country_code":"ES","type":"education","lineage":["https://openalex.org/I96580804"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Betancourt-Odio","raw_affiliation_strings":["Department of Quantitative Methods, Universidad Pontificia Comillas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Quantitative Methods, Universidad Pontificia Comillas","institution_ids":["https://openalex.org/I96580804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082782102","display_name":"Marlene Fonseca","orcid":"https://orcid.org/0009-0005-9326-7955","observed_orcids":["https://orcid.org/0009-0005-9326-7955","https://orcid.org/0009-0002-1401-7156"]},"institutions":[{"id":"https://openalex.org/I3020445194","display_name":"Universidad Nebrija","ror":"https://ror.org/03tzyrt94","country_code":"ES","type":"education","lineage":["https://openalex.org/I3020445194"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marlene Fonseca","raw_affiliation_strings":["Department of Business Administration, Universidad Nebrija"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Administration, Universidad Nebrija","institution_ids":["https://openalex.org/I3020445194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088681441","display_name":"Santiago Budr\u00eda","orcid":"https://orcid.org/0000-0001-5537-4059","observed_orcids":["https://orcid.org/0000-0001-5537-4059"]},"institutions":[{"id":"https://openalex.org/I3020445194","display_name":"Universidad Nebrija","ror":"https://ror.org/03tzyrt94","country_code":"ES","type":"education","lineage":["https://openalex.org/I3020445194"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Santiago Budr\u00eda","raw_affiliation_strings":["Department of Business Administration, Universidad Nebrija, CEEAplA & IZA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Administration, Universidad Nebrija, CEEAplA & IZA","institution_ids":["https://openalex.org/I3020445194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088681441"],"corresponding_institution_ids":["https://openalex.org/I3020445194"],"apc_list":{"value":3150,"currency":"CHF","value_usd":3801},"apc_paid":{"value":3150,"currency":"CHF","value_usd":3801},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11244","display_name":"Climate Change and Health Impacts","score":0.586899995803833,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11244","display_name":"Climate Change and Health Impacts","score":0.586899995803833,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11531","display_name":"Healthcare Systems and Reforms","score":0.09799999743700027,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.07400000095367432,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-related-disasters","display_name":"climate-related disasters","score":0.8880000114440918},{"id":"https://openalex.org/keywords/meteorological-disasters","display_name":"meteorological disasters","score":0.9269999861717224},{"id":"https://openalex.org/keywords/household-health-expenditure","display_name":"household health expenditure","score":0.7789999842643738},{"id":"https://openalex.org/keywords/private-health-insurance","display_name":"private health insurance","score":0.8479999899864197},{"id":"https://openalex.org/keywords/health-insurance-coverage","display_name":"health insurance coverage","score":0.640999972820282},{"id":"https://openalex.org/keywords/mental-disorders","display_name":"mental illness","score":0.7319999933242798},{"id":"https://openalex.org/keywords/physical-health-conditions","display_name":"physical health conditions","score":0.9700000286102295},{"id":"https://openalex.org/keywords/economic-costs-of-climate-change","display_name":"economic costs of climate change","score":0.7120000123977661},{"id":"https://openalex.org/keywords/household-welfare","display_name":"household welfare","score":0.6039999723434448},{"id":"https://openalex.org/keywords/australia","display_name":"Australia","score":0.6420000195503235}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.6353999972343445},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.5579000115394592},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5026000142097473},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.48829999566078186},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.4627000093460083},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.44699999690055847},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4388999938964844},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.42289999127388},{"id":"https://openalex.org/C187155963","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Occupational safety and health","level":2,"score":0.38580000400543213},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3700000047683716},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.36649999022483826},{"id":"https://openalex.org/C526869908","wikidata":"https://www.wikidata.org/wiki/Q3298118","display_name":"Suicide prevention","level":3,"score":0.3499999940395355},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.34389999508857727},{"id":"https://openalex.org/C2778300220","wikidata":"https://www.wikidata.org/wiki/Q114380","display_name":"Financial crisis","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C78491826","wikidata":"https://www.wikidata.org/wiki/Q3045352","display_name":"Social determinants of health","level":3,"score":0.3393999934196472},{"id":"https://openalex.org/C2780892066","wikidata":"https://www.wikidata.org/wiki/Q1591167","display_name":"Household income","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3294000029563904},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.31779998540878296},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.3138999938964844},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.29679998755455017},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C2250968","wikidata":"https://www.wikidata.org/wiki/Q1512929","display_name":"Health equity","level":3,"score":0.28220000863075256},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C76073288","wikidata":"https://www.wikidata.org/wiki/Q1337875","display_name":"Financial risk","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C47768531","wikidata":"https://www.wikidata.org/wiki/Q1127188","display_name":"Development economics","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C46578552","wikidata":"https://www.wikidata.org/wiki/Q2725393","display_name":"Global health","level":3,"score":0.2630000114440918},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25949999690055847},{"id":"https://openalex.org/C188897","wikidata":"https://www.wikidata.org/wiki/Q5333508","display_name":"Economic impact analysis","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fpubh.2026.1946887","doi":"https://doi.org/10.3389/fpubh.2026.1946887","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1946887","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1946887/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cd9b78f435c94887acd785d9e0d6172d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/cd9b78f435c94887acd785d9e0d6172d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Public Health, Vol 14 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpubh.2026.1946887","doi":"https://doi.org/10.3389/fpubh.2026.1946887","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1946887","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1946887/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"},{"display_name":"No poverty","score":0.666700005531311,"id":"https://metadata.un.org/sdg/1"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225415658.pdf","grobid_xml":"https://content.openalex.org/works/W7225415658.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1590189811","https://openalex.org/W2016596697","https://openalex.org/W2028717323","https://openalex.org/W2042095541","https://openalex.org/W2057995039","https://openalex.org/W2073284072","https://openalex.org/W2102949466","https://openalex.org/W2156002136","https://openalex.org/W2317637635","https://openalex.org/W2336805194","https://openalex.org/W2396451279","https://openalex.org/W2675092284","https://openalex.org/W2780565328","https://openalex.org/W2913667426","https://openalex.org/W2937811998","https://openalex.org/W2955985812","https://openalex.org/W3012279676","https://openalex.org/W3091897061","https://openalex.org/W3121963046","https://openalex.org/W3122617185","https://openalex.org/W3122879312","https://openalex.org/W3134767299","https://openalex.org/W3158148565","https://openalex.org/W4297877767","https://openalex.org/W4310128811","https://openalex.org/W4311201807","https://openalex.org/W4320406106","https://openalex.org/W4394850188","https://openalex.org/W4396811010","https://openalex.org/W4398141023","https://openalex.org/W4401705259","https://openalex.org/W4406667856","https://openalex.org/W4413415760","https://openalex.org/W4416982011"],"related_works":["https://openalex.org/W7204106990","https://openalex.org/W4405652544","https://openalex.org/W4412453429","https://openalex.org/W7008892448","https://openalex.org/W4381332623","https://openalex.org/W3040718326","https://openalex.org/W2540750250","https://openalex.org/W4413470080","https://openalex.org/W4362535641","https://openalex.org/W7126055263"],"abstract_inverted_index":{"Introduction":[0],"Climate":[1],"change":[2],"is":[3,23,91,101],"increasing":[4],"the":[5,35,55,121,136,169,177],"frequency":[6],"and":[7,43,58,75,83,127,146],"intensity":[8],"of":[9,81,111,123,139,159,172,180],"natural":[10],"disasters.":[11],"While":[12],"a":[13,78],"growing":[14],"literature":[15],"documents":[16],"their":[17,26],"effects":[18],"on":[19],"psychological":[20],"well-being,":[21],"less":[22],"known":[24],"about":[25],"implications":[27],"for":[28,71,77],"household":[29,151],"medical":[30],"expenditure.":[31,46,98,156],"This":[32,99],"study":[33],"examines":[34],"relationship":[36],"between":[37],"direct":[38],"exposure":[39,119],"to":[40,88],"weather-related":[41,89],"disasters":[42,90,141],"out-of-pocket":[44,96],"pharmaceutical":[45,97,155],"Methods":[47],"We":[48],"use":[49],"nationally":[50],"representative":[51],"longitudinal":[52],"data":[53],"from":[54],"Household,":[56],"Income":[57],"Labour":[59],"Dynamics":[60],"in":[61,175],"Australia":[62],"(HILDA)":[63],"Survey":[64],"covering":[65],"2009-2021.":[66],"Individual":[67],"fixed-effects":[68],"models":[69],"account":[70],"time-invariant":[72],"unobserved":[73],"heterogeneity":[74],"control":[76],"rich":[79],"set":[80],"socioeconomic":[82],"demographic":[84],"characteristics.":[85],"Results":[86],"Exposure":[87],"associated":[92],"with":[93],"significantly":[94],"higher":[95,154],"association":[100],"concentrated":[102],"among":[103,162],"individuals":[104,163],"without":[105,164],"private":[106,165],"health":[107,129,166],"insurance.":[108],"An":[109],"analysis":[110],"potential":[112,170],"transmission":[113],"mechanisms":[114],"further":[115],"shows":[116],"that":[117,135],"disaster":[118],"increases":[120],"likelihood":[122],"reporting":[124],"several":[125],"physical":[126,144],"mental":[128],"conditions.":[130],"Discussion":[131],"The":[132,157],"findings":[133],"suggest":[134],"economic":[137],"costs":[138],"climate-related":[140,181],"extend":[142],"beyond":[143],"damage":[145],"public":[147],"reconstruction":[148],"spending,":[149],"affecting":[150],"welfare":[152],"through":[153],"concentration":[158],"this":[160],"burden":[161],"insurance":[167,173],"highlights":[168],"role":[171],"coverage":[174],"shaping":[176],"financial":[178],"consequences":[179],"shocks.":[182]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-07T00:00:00"}
