{"id":"https://openalex.org/W4297830699","doi":"https://doi.org/10.1177/00375497221120018","title":"A simulation approach for COVID-19 pandemic assessment based on vaccine logistics, SARS-CoV-2 variants, and spread rate","display_name":"A simulation approach for COVID-19 pandemic assessment based on vaccine logistics, SARS-CoV-2 variants, and spread rate","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4297830699","doi":"https://doi.org/10.1177/00375497221120018","pmid":"https://pubmed.ncbi.nlm.nih.gov/36751401"},"language":"en","primary_location":{"id":"doi:10.1177/00375497221120018","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497221120018","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9895289/pdf/10.1177_00375497221120018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069964615","display_name":"Burak Erkayman","orcid":"https://orcid.org/0000-0002-9551-2679"},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Burak Erkayman","raw_affiliation_strings":["Industrial Engineering, Ataturk University, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9551-2679","affiliations":[{"raw_affiliation_string":"Industrial Engineering, Ataturk University, Turkey","institution_ids":["https://openalex.org/I64134780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088941983","display_name":"Ferhat Ak","orcid":null},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ferhat Ak","raw_affiliation_strings":["Industrial Engineering, Ataturk University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering, Ataturk University, Turkey","institution_ids":["https://openalex.org/I64134780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058964605","display_name":"Sadrettin \u00c7odur","orcid":"https://orcid.org/0000-0002-8161-4199"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sadrettin \u00c7odur","raw_affiliation_strings":["Arakli Ali Cevat Ozyurt Vocational School, Karadeniz Technical University, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8161-4199","affiliations":[{"raw_affiliation_string":"Arakli Ali Cevat Ozyurt Vocational School, Karadeniz Technical University, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069964615"],"corresponding_institution_ids":["https://openalex.org/I64134780"],"apc_list":null,"apc_paid":null,"fwci":0.8253,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68235216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"99","issue":"2","first_page":"127","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10833","display_name":"Vaccine Coverage and Hesitancy","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.880537748336792},{"id":"https://openalex.org/keywords/herd-immunity","display_name":"Herd immunity","score":0.8803170919418335},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6627843379974365},{"id":"https://openalex.org/keywords/vaccination","display_name":"Vaccination","score":0.6357426643371582},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5232892632484436},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5088891983032227},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.4757530391216278},{"id":"https://openalex.org/keywords/vaccine-efficacy","display_name":"Vaccine efficacy","score":0.4632799029350281},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4229051470756531},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.34006258845329285},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33951127529144287},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2247236967086792},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.17688515782356262}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.880537748336792},{"id":"https://openalex.org/C106192422","wikidata":"https://www.wikidata.org/wiki/Q736798","display_name":"Herd immunity","level":3,"score":0.8803170919418335},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6627843379974365},{"id":"https://openalex.org/C22070199","wikidata":"https://www.wikidata.org/wiki/Q192995","display_name":"Vaccination","level":2,"score":0.6357426643371582},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5232892632484436},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5088891983032227},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.4757530391216278},{"id":"https://openalex.org/C2780441014","wikidata":"https://www.wikidata.org/wiki/Q7907952","display_name":"Vaccine efficacy","level":3,"score":0.4632799029350281},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4229051470756531},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.34006258845329285},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33951127529144287},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2247236967086792},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.17688515782356262},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/00375497221120018","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497221120018","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmid:36751401","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36751401","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Simulation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9895289","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9895289","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9895289/pdf/10.1177_00375497221120018.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simulation","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9895289","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9895289","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9895289/pdf/10.1177_00375497221120018.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simulation","raw_type":"Text"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297830699.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1810964460","https://openalex.org/W1998441499","https://openalex.org/W2004676082","https://openalex.org/W2107816796","https://openalex.org/W2136808217","https://openalex.org/W2145860152","https://openalex.org/W2591813817","https://openalex.org/W3015759376","https://openalex.org/W3032429404","https://openalex.org/W3034006959","https://openalex.org/W3036356470","https://openalex.org/W3036404271","https://openalex.org/W3041333867","https://openalex.org/W3045775502","https://openalex.org/W3048530187","https://openalex.org/W3083202196","https://openalex.org/W3088403292","https://openalex.org/W3091955191","https://openalex.org/W3124160145","https://openalex.org/W3127520761","https://openalex.org/W3161883805","https://openalex.org/W3171881927","https://openalex.org/W3172770388","https://openalex.org/W3179941408","https://openalex.org/W3188076884","https://openalex.org/W3194181629","https://openalex.org/W4205926699","https://openalex.org/W4210492122","https://openalex.org/W4214612429","https://openalex.org/W4214913039","https://openalex.org/W4229334753","https://openalex.org/W4247938681"],"related_works":["https://openalex.org/W4210792408","https://openalex.org/W4229364288","https://openalex.org/W3179445896","https://openalex.org/W4224943820","https://openalex.org/W2012394546","https://openalex.org/W4309293955","https://openalex.org/W3157580658","https://openalex.org/W2028449304","https://openalex.org/W2319826935","https://openalex.org/W3156627716"],"abstract_inverted_index":{"Despite":[0],"advances":[1],"in":[2,98,139],"clinical":[3],"care":[4],"for":[5,106,113,148,155],"the":[6,17,25,32,38,41,61,64,69,87,134],"coronavirus":[7],"(COVID-19)":[8],"pandemic,":[9],"population-wide":[10],"interventions":[11,35],"are":[12],"vital":[13],"to":[14,20,36,80],"effectively":[15],"manage":[16],"pandemic":[18],"due":[19],"its":[21],"rapid":[22],"spread":[23,39,67],"and":[24,112,152],"emergence":[26],"of":[27,31,40,66,68,89,127,137],"different":[28,108],"variants.":[29],"One":[30],"most":[33],"important":[34],"control":[37],"disease":[42],"is":[43,96],"vaccination.":[44],"In":[45],"this":[46,143],"study,":[47],"an":[48],"extended":[49],"Susceptible-Infected":[50],"Healed":[51],"(SIR)":[52],"model":[53,73,95,103],"based":[54,85],"on":[55,86],"System":[56],"Dynamics":[57],"was":[58,104,145],"designed,":[59],"considering":[60],"factors":[62],"affecting":[63],"rate":[65],"COVID-19":[70],"pandemic.":[71],"The":[72,92,102,119],"predicts":[74],"how":[75],"long":[76],"it":[77],"will":[78],"take":[79],"reach":[81],"70%":[82,138],"herd":[83],"immunity":[84,132],"number":[88,144],"vaccines":[90,151],"administered.":[91],"designed":[93],"simulation":[94],"modeled":[97],"AnyLogic":[99],"8.7.2":[100],"program.":[101],"performed":[105],"three":[107],"vaccine":[109],"supply":[110,126],"scenarios":[111],"Turkey":[114],"with":[115,123],"~83":[116],"million":[117,129,150,157],"population.":[118],"results":[120],"show":[121],"that,":[122],"a":[124],"monthly":[125],"15":[128],"vaccines,":[130],"social":[131],"reached":[133],"target":[135],"value":[136],"161":[140],"days,":[141],"while":[142],"117":[146],"days":[147,154],"30":[149],"98":[153],"40":[156],"vaccines.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
