{"id":"https://openalex.org/W7225793945","doi":"https://doi.org/10.21203/rs.3.rs-11273253/v1","title":"Global inequalities in recent health system capacity and projected growth in landscape fire smoke mortality","display_name":"Global inequalities in recent health system capacity and projected growth in landscape fire smoke mortality","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225793945","doi":"https://doi.org/10.21203/rs.3.rs-11273253/v1"},"language":"en","primary_location":{"id":"doi:10.21203/rs.3.rs-11273253/v1","doi":"https://doi.org/10.21203/rs.3.rs-11273253/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11273253/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21203/rs.3.rs-11273253/v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161485632","display_name":"Yanrui Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yanrui Li","raw_affiliation_strings":["\u00b9University of Toronto Schools"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00b9University of Toronto Schools","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5161485632"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.7675999999046326,"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/T10190","display_name":"Air Quality and Health Impacts","score":0.7675999999046326,"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/T11244","display_name":"Climate Change and Health Impacts","score":0.06870000064373016,"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/T14186","display_name":"Healthcare Systems and Practices","score":0.020899999886751175,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5860000252723694},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5472000241279602},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5259000062942505},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.447299987077713},{"id":"https://openalex.org/C2777006462","wikidata":"https://www.wikidata.org/wiki/Q3738275","display_name":"Adaptive capacity","level":3,"score":0.38420000672340393},{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.36640000343322754},{"id":"https://openalex.org/C179755657","wikidata":"https://www.wikidata.org/wiki/Q58702","display_name":"Mortality rate","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C2779735493","wikidata":"https://www.wikidata.org/wiki/Q38994","display_name":"Human Development Index","level":3,"score":0.3377000093460083},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2874999940395355},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.2874000072479248},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C2983335520","wikidata":"https://www.wikidata.org/wiki/Q47537570","display_name":"Growth model","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C2778680390","wikidata":"https://www.wikidata.org/wiki/Q2369019","display_name":"Population projection","level":4,"score":0.27059999108314514},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21203/rs.3.rs-11273253/v1","doi":"https://doi.org/10.21203/rs.3.rs-11273253/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11273253/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-11273253/v1","doi":"https://doi.org/10.21203/rs.3.rs-11273253/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11273253/v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1966023765","https://openalex.org/W1987247518","https://openalex.org/W2000441256","https://openalex.org/W2005743411","https://openalex.org/W2009288217","https://openalex.org/W2052357007","https://openalex.org/W2067961476","https://openalex.org/W2089312949","https://openalex.org/W2134291350","https://openalex.org/W2141970008","https://openalex.org/W2158925601","https://openalex.org/W2340812225","https://openalex.org/W2573821892","https://openalex.org/W2753367820","https://openalex.org/W2777948235","https://openalex.org/W2853075952","https://openalex.org/W2890701797","https://openalex.org/W2891125414","https://openalex.org/W2908555768","https://openalex.org/W2979586175","https://openalex.org/W3012279676","https://openalex.org/W3015573661","https://openalex.org/W3092358196","https://openalex.org/W3110437710","https://openalex.org/W3118915980","https://openalex.org/W3120411288","https://openalex.org/W3208553248","https://openalex.org/W4223653531","https://openalex.org/W4293198822","https://openalex.org/W4396946025","https://openalex.org/W4412882992","https://openalex.org/W4414312485","https://openalex.org/W6930367694","https://openalex.org/W6967058918","https://openalex.org/W7196933247"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Landscape-fire":[2],"smoke":[3,70],"mortality":[4,26,67,87],"is":[5,22,28,193],"projected":[6,25,85,179],"to":[7,61],"rise":[8],"under":[9],"scenarios":[10],"holding":[11],"vulnerability":[12],"and":[13,45,74,110,113,169,178,201,211],"adaptation":[14],"fixed.":[15],"We":[16,31,57],"examined":[17],"whether":[18],"recent":[19],"health-system":[20,34,176],"capacity":[21,35,155,177,199],"lowest":[23,154],"where":[24,152],"growth":[27,88,181],"greatest.":[29],"Methods":[30],"constructed":[32],"a":[33],"index":[36,104,138],"for":[37],"191":[38],"countries":[39,60],"from":[40,209],"five":[41],"World":[42],"Bank":[43],"indicators":[44],"compared":[46],"it":[47],"with":[48,123,158,185],"the":[49,115,119,124,153,159,202],"WHO":[50,116,125],"universal":[51],"health":[52],"coverage":[53,55],"service":[54],"index.":[56,120],"mapped":[58],"165":[59],"17":[62],"populated":[63],"projection":[64],"regions.":[65],"Published":[66],"ratios":[68],"incorporate":[69],"exposure,":[71],"demographic":[72,170,212],"change":[73],"baseline":[75],"mortality;":[76],"inference":[77],"was":[78],"region-level.":[79],"Results":[80],"Lower-capacity":[81],"regions":[82],"faced":[83],"greater":[84],"proportional":[86],"(Spearman":[89],"\u03c1":[90,128],"=":[91,94,129],"\u22120.85,":[92],"n":[93],"17;":[95],"permutation":[96],"p":[97],"<":[98],"0.001).":[99],"The":[100,191],"association":[101,203],"persisted":[102],"across":[103],"construction,":[105],"regional":[106],"weighting,":[107],"projection-uncertainty":[108],"checks":[109],"country":[111],"resolution,":[112],"when":[114],"benchmark":[117,126],"replaced":[118],"Capacity":[121,131],"correlated":[122],"at":[127],"0.85.":[130],"deficits":[132],"concentrated":[133,187],"among":[134,188],"poorer":[135,189],"populations":[136],"(concentration":[137],"\u2212":[139],"0.30).":[140],"Some":[141],"0.88":[142],"billion":[143],"people,":[144],"one":[145],"in":[146],"nine":[147],"of":[148],"those":[149],"analysed,":[150],"lived":[151],"tertile":[156],"coincided":[157],"highest":[160],"projected-growth":[161],"tertile.":[162],"Adjusted":[163],"estimates":[164],"depended":[165],"on":[166],"how":[167],"development":[168,210],"structure":[171],"were":[172,182],"represented.":[173],"Conclusions":[174],"Recent":[175],"smoke-mortality":[180],"inversely":[183],"co-located,":[184],"misalignment":[186],"populations.":[190],"analysis":[192],"descriptive:":[194],"fixed-adaptation":[195],"projections":[196],"cannot":[197],"estimate":[198],"effects,":[200],"could":[204],"not":[205],"be":[206],"cleanly":[207],"separated":[208],"structure.":[213],"Trial":[214],"registration":[215],"Not":[216],"applicable.":[217]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}