{"id":"https://openalex.org/W4389072506","doi":"https://doi.org/10.1109/csit61576.2023.10324143","title":"Predicting EMS Response Time using Geographic Zones\u2019 Socio-Economic Indicators","display_name":"Predicting EMS Response Time using Geographic Zones\u2019 Socio-Economic Indicators","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389072506","doi":"https://doi.org/10.1109/csit61576.2023.10324143"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10324143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015296178","display_name":"Alice Nneka Ottah","orcid":"https://orcid.org/0000-0003-4189-3768"},"institutions":[{"id":"https://openalex.org/I113508548","display_name":"Albany State University","ror":"https://ror.org/01vme4277","country_code":"US","type":"education","lineage":["https://openalex.org/I113508548"]},{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alice Nneka Ottah","raw_affiliation_strings":["University at Albany, State University of New York Albany,Emergency Preparedness, Homeland Security, and Cybersecurity,New York,United States"],"affiliations":[{"raw_affiliation_string":"University at Albany, State University of New York Albany,Emergency Preparedness, Homeland Security, and Cybersecurity,New York,United States","institution_ids":["https://openalex.org/I113508548","https://openalex.org/I392282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079402034","display_name":"Kevin Matthe Caramancion","orcid":"https://orcid.org/0000-0003-1332-3426"},"institutions":[{"id":"https://openalex.org/I1921588","display_name":"University of Wisconsin\u2013Stout","ror":"https://ror.org/01gb8pc70","country_code":"US","type":"education","lineage":["https://openalex.org/I1921588"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Matthe Caramancion","raw_affiliation_strings":["University of Wisconsin&#x2013;Stout Menomonie,Wisconsin,United States"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin&#x2013;Stout Menomonie,Wisconsin,United States","institution_ids":["https://openalex.org/I1921588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015296178"],"corresponding_institution_ids":["https://openalex.org/I113508548","https://openalex.org/I392282"],"apc_list":null,"apc_paid":null,"fwci":0.3527,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65536635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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":0.9412999749183655,"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/unavailability","display_name":"Unavailability","score":0.7179596424102783},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.6394711136817932},{"id":"https://openalex.org/keywords/emergency-medical-services","display_name":"Emergency medical services","score":0.6324552893638611},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.5593201518058777},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5118469595909119},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4344156086444855},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.4138180911540985},{"id":"https://openalex.org/keywords/location","display_name":"Location","score":0.4100208580493927},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36363211274147034},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36125606298446655},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.28253495693206787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2677730321884155},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14275553822517395},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11949780583381653}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.7179596424102783},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.6394711136817932},{"id":"https://openalex.org/C545288138","wikidata":"https://www.wikidata.org/wiki/Q860447","display_name":"Emergency medical services","level":2,"score":0.6324552893638611},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.5593201518058777},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5118469595909119},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4344156086444855},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.4138180911540985},{"id":"https://openalex.org/C61980418","wikidata":"https://www.wikidata.org/wiki/Q2221906","display_name":"Location","level":2,"score":0.4100208580493927},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36363211274147034},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36125606298446655},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28253495693206787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2677730321884155},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14275553822517395},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11949780583381653},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit61576.2023.10324143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W146231048","https://openalex.org/W1480837693","https://openalex.org/W1736209534","https://openalex.org/W1880943395","https://openalex.org/W1964579924","https://openalex.org/W1998206953","https://openalex.org/W2006141523","https://openalex.org/W2034346463","https://openalex.org/W2041967777","https://openalex.org/W2055533274","https://openalex.org/W2079333187","https://openalex.org/W2083941500","https://openalex.org/W2089733774","https://openalex.org/W2104657629","https://openalex.org/W2116387943","https://openalex.org/W2132236048","https://openalex.org/W2139269547","https://openalex.org/W2141439829","https://openalex.org/W2151868939","https://openalex.org/W2160479666","https://openalex.org/W2163544278","https://openalex.org/W2190067552","https://openalex.org/W2216829977","https://openalex.org/W2292871267","https://openalex.org/W2604702902","https://openalex.org/W2750075270","https://openalex.org/W2790655631","https://openalex.org/W2796387477","https://openalex.org/W2902386948","https://openalex.org/W2907684398","https://openalex.org/W2927674455","https://openalex.org/W2945472208","https://openalex.org/W2954473906","https://openalex.org/W3004178907","https://openalex.org/W3121720779","https://openalex.org/W3141799345","https://openalex.org/W4244101785","https://openalex.org/W4254798063","https://openalex.org/W4375824984","https://openalex.org/W6639396604","https://openalex.org/W6683592663"],"related_works":["https://openalex.org/W4237235066","https://openalex.org/W2026539069","https://openalex.org/W207884067","https://openalex.org/W3127016596","https://openalex.org/W2365973415","https://openalex.org/W3146085540","https://openalex.org/W2795769063","https://openalex.org/W2746843666","https://openalex.org/W3148145468","https://openalex.org/W2142651425"],"abstract_inverted_index":{"Emergency":[0],"Medical":[1],"Services":[2],"(EMS),":[3],"also":[4],"known":[5],"as":[6,117,187],"prehospital":[7,54],"care,":[8],"is":[9,46,58,173],"a":[10,22,38,73,126],"time-sensitive":[11],"and":[12,132,155,167,181],"integral":[13],"public":[14],"service":[15],"[1].":[16],"In":[17,82],"this":[18],"paper,":[19],"we":[20],"present":[21],"usually":[23],"overlooked,":[24],"but":[25],"nonetheless":[26],"crucial,":[27],"set":[28],"of":[29,53,64,72,79,110,120,170],"factors":[30,111,145,157],"that":[31,85,158,176],"predicts":[32],"the":[33,51,59,62,70,77,88,118,133,136,139,153,193,198],"EMS":[34,43,101,113,160],"response":[35,44,74,114,161],"time":[36,45,60,102,162],"for":[37,106],"community\u2014its":[39],"geographic":[40],"socio-economic":[41],"conditions.":[42],"an":[47,65,80,174],"essential":[48],"factor":[49],"in":[50],"success":[52],"care":[55,91],"[2]":[56],"which":[57],"from":[61,135],"notification":[63],"occurrence":[66],"(by":[67],"dispatch)":[68],"to":[69,90,125,138,192],"arrival":[71],"unit":[75],"at":[76,122],"scene":[78,137],"emergency.":[81],"life-threatening":[83],"incidents":[84],"require":[86],"getting":[87],"patient":[89],"where":[92],"medical":[93],"professionals":[94],"can":[95,190],"perform":[96],"vital":[97,105],"procedures,":[98],"shorter":[99],"out-of-hospital":[100],"intervals":[103],"are":[104],"survival.":[107],"A":[108],"variety":[109],"influence":[112],"time,":[115],"such":[116],"unavailability":[119],"ambulances":[121],"centers":[123],"closest":[124],"call,":[127],"triage":[128],"process,":[129],"call":[130],"location,":[131],"distance":[134],"nearest":[140],"hospital":[141],"[3].":[142],"Although":[143],"other":[144],"have":[146],"been":[147],"investigated":[148],"more":[149],"frequently,":[150],"research":[151],"on":[152],"environmental":[154],"socio-demographic":[156,184],"affect":[159],"remains":[163],"limited.":[164],"The":[165],"effective":[166],"timely":[168],"provision":[169],"emergency":[171],"services":[172],"issue":[175],"all":[177],"countries":[178],"struggle":[179],"with,":[180],"variations":[182],"across":[183],"differences":[185],"(such":[186],"poverty":[188],"level)":[189],"contribute":[191],"continued":[194],"social":[195],"inequities":[196],"within":[197],"United":[199],"States.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
